{ "schemaVersion": 1, "runId": "2026-10-22T11-24-39-333Z-reasoning-effort-replay", "generatedAt": "2026-10-22T11:24:39.380Z", "experiment": "reasoning-effort", "title": "Reasoning effort: what each effort level costs per task, and what it buys", "adapter": "replay", "methodology": { "question": "Per-token list prices do not change with reasoning effort; the number of hidden reasoning tokens does, and they are billed as output tokens. For each model, what is the list-price cost per task at each effort level, and how does accuracy change?", "inferenceRoute": "OpenRouter chat completions with the unified reasoning.effort parameter (reasoning text excluded from the response; still billed)", "costBasis": "AI Pricing Guru direct-provider list prices from public/pricing.json: prompt tokens x inputPerM + (reasoning + visible output tokens) x outputPerM. No cache discounts. OpenRouter billed spend is reported separately.", "reasoningTokenSource": "usage.completion_tokens_details.reasoning_tokens; cells where a provider does not report it are flagged reasoningReported=false and their cost still uses total completion tokens.", "effortMapping": "OpenAI/xAI receive effort natively. For Anthropic, OpenRouter converts effort into a thinking budget proportional to max_tokens, so Anthropic results are only comparable at the same max_tokens. Gemini 3 maps effort to thinkingLevel. 'none' disables reasoning where the route allows it.", "maxOutputTokens": 16000, "temperature": "provider default (not sent)", "grading": "deterministic exact/number/regex/contains/json_fields graders; no LLM judge. number/exact graders ignore markdown emphasis, code ticks, a leading $ and thousands separators; a worked explanation instead of the bare answer still fails.", "monthlyCapUsd": 100, "runBudgetUsd": 15, "concurrency": 4, "limitations": "Single pass per task and effort; small suite (22 tasks). Reasoning-token counts vary run to run and by task type, so treat per-task costs as indicative ranges, not fixed prices. Truncated answers (finish_reason=length) count as incorrect." }, "suite": { "id": "reasoning-effort-v1", "version": 1, "easyTaskIds": [ "math-002", "math-008", "extract-001", "classify-001", "summ-001", "code-004", "logic-009", "pricing-004" ] }, "models": [ { "pricingId": "gpt-6.1-sol", "openrouterId": "openai/gpt-6.1-sol", "label": "GPT-6.1 Sol", "efforts": [ "none", "low", "medium", "high" ] }, { "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "efforts": [ "none", "low", "medium", "high" ] }, { "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "efforts": [ "none", "low", "medium", "high" ] }, { "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "efforts": [ "none", "low", "medium", "high" ] }, { "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "efforts": [ "minimal", "low", "medium", "high" ] }, { "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "efforts": [ "none", "high" ] }, { "pricingId": "grok-4.6", "openrouterId": "x-ai/grok-4.6", "label": "Grok 4.6", "efforts": [ "low", "high" ] } ], "tasks": [ { "id": "math-002", "category": "reasoning", "difficulty": "easy", "prompt": "Return only the integer answer. A model costs $0.30 per 1M input tokens and $2.50 per 1M output tokens. What is the cost in cents for 100,000 input tokens and 20,000 output tokens?" }, { "id": "math-008", "category": "reasoning", "difficulty": "easy", "prompt": "Return only the decimal answer with no currency symbol. If a run spends $0.42 and gets 14 correct answers, what is dollars per correct answer?" }, { "id": "extract-001", "category": "extraction", "difficulty": "easy", "prompt": "Return only JSON with numeric values for prices and context, without currency symbols or units. Text: 'Gemini Flash: input $0.30/M, output $2.50/M, context 1,048,576 tokens.' Extract fields model, inputPerM, outputPerM, context." }, { "id": "classify-001", "category": "classification", "difficulty": "easy", "prompt": "Return only one label: pricing, launch, outage, or tutorial. Headline: 'OpenAI cuts GPT-5.6 Luna output token price by 20%'." }, { "id": "summ-001", "category": "summarization", "difficulty": "easy", "prompt": "Summarize in exactly 8 words and include these exact words: cheaper, extraction, failed, arithmetic. Text: 'The cheaper model answered all extraction tasks correctly but failed most multi-step arithmetic, making it a good fit for structured parsing rather than reasoning.'" }, { "id": "code-004", "category": "coding", "difficulty": "easy", "prompt": "Return only JSON. For rows [{ok:true,cost:0.02},{ok:false,cost:0.03},{ok:true,cost:0.01}], compute correct, totalCost, costPerCorrect." }, { "id": "logic-009", "category": "instruction", "difficulty": "easy", "prompt": "Return only the final model ID. Chain: start=gpt-5; replace gpt with glm; append .2; prefix z-ai-." }, { "id": "pricing-004", "category": "pricing", "difficulty": "easy", "prompt": "Return only JSON. A run used 1000 prompt tokens and 500 completion tokens. Prices are $1/M input and $6/M output. Compute inputCost, outputCost, totalCost in dollars." }, { "id": "h-math-01", "category": "math", "difficulty": "hard", "prompt": "Return only the integer answer. How many positive integers from 1 to 1000 inclusive are divisible by 3 or by 5, but not by 15?" }, { "id": "h-math-02", "category": "math", "difficulty": "hard", "prompt": "Return only the integer answer. On a grid you move only right or up, one unit per step, from (0,0) to (6,4). How many distinct paths never pass through the point (3,2)?" }, { "id": "h-math-03", "category": "math", "difficulty": "hard", "prompt": "Return only the integer answer. What are the last two digits of 7^2026? Give them as a number (for example 07 would be 7)." }, { "id": "h-math-04", "category": "math", "difficulty": "hard", "prompt": "Return only the integer answer. What is the sum of the decimal digits of 2^100?" }, { "id": "h-math-05", "category": "math", "difficulty": "hard", "prompt": "Return only the integer answer. How many trailing zeros does 250! (250 factorial) have?" }, { "id": "h-math-06", "category": "math", "difficulty": "hard", "prompt": "Return only the integer answer. How many four-digit positive integers have digits that are strictly increasing from left to right (for example 1359)?" }, { "id": "h-prob-01", "category": "math", "difficulty": "hard", "prompt": "Return only the probability as a fully reduced fraction a/b. Two fair six-sided dice are rolled. What is the probability that the sum is a prime number?" }, { "id": "h-date-01", "category": "math", "difficulty": "hard", "prompt": "Return only the English weekday name. 22 October 2026 is a Thursday. What day of the week is exactly 1000 days later?" }, { "id": "h-pricing-01", "category": "pricing", "difficulty": "hard", "prompt": "Return only the integer number of dollars, rounded to the nearest dollar. An app sends 1,200 requests per day for 30 days. Each request has 3,000 input tokens, of which 2,000 are a cached prompt prefix billed at $0.50 per 1M tokens; the remaining input tokens are billed at $5 per 1M. Each request also produces 800 output tokens billed at $25 per 1M. What is the total cost for the 30 days?" }, { "id": "h-pricing-02", "category": "pricing", "difficulty": "hard", "prompt": "Return only the integer number of cents. Model A costs $3 per 1M input tokens and $15 per 1M output tokens. Model B costs $1 per 1M input tokens and $8 per 1M output tokens, but because of hidden reasoning it produces 2.5 times as many output tokens as Model A for the same task. A request to Model A uses 2,000 input tokens and 400 output tokens; Model B uses the same input. What does Model B cost for 1,000 such requests, in cents?" }, { "id": "h-code-01", "category": "coding", "difficulty": "hard", "prompt": "Return only the printed output. Python:\nx = [3, 1, 4, 1, 5, 9, 2, 6]\ns = 0\nfor i, v in enumerate(x):\n if i % 2 == 0:\n s += v * i\n else:\n s -= v\nprint(s)" }, { "id": "h-code-02", "category": "coding", "difficulty": "hard", "prompt": "Return only the printed output. Python:\nd = {}\nfor w in \"the cat and the hat and the bat\".split():\n d[w] = d.get(w, 0) + len(w)\nprint(sorted(d.items(), key=lambda kv: (-kv[1], kv[0]))[1][0])" }, { "id": "h-logic-01", "category": "logic", "difficulty": "hard", "prompt": "Return only the five letters in seat order from seat 1 to seat 5, with no spaces (for example ABCDE). Five people A, B, C, D, E sit in seats 1 to 5 in a row. B sits immediately to the left of D (B's seat number is exactly one less than D's). A is not in seat 1 or seat 5. C sits somewhere to the right of E (higher seat number). E is not next to A. D is not in seat 5." }, { "id": "h-logic-02", "category": "logic", "difficulty": "hard", "prompt": "Return only JSON of the form {\"P\": \"knight\" or \"knave\", \"Q\": ..., \"R\": ...}. Knights always tell the truth and knaves always lie. P says: \"Q is a knave.\" Q says: \"P and R are different types.\" R says: \"Q is a knight and P is a knave.\" What is each person?" } ], "attempted": 483, "correct": 440, "errors": 45, "skippedForBudget": 0, "billedUsd": 0.5949344064350003, "listPriceCostUsd": 0.6039285400000003, "monthlySpendAtStartUsd": 0, "monthlySpendAfterUsd": 0.5949344064350003, "modelSummaries": [ { "pricingId": "gpt-6.1-sol", "label": "GPT-6.1 Sol", "inputPerM": 2, "outputPerM": 10, "baselineEffort": "low", "efforts": [ { "effort": "low", "accuracy": 0.9545454545454546, "hardAccuracy": 0.9285714285714286, "avgListUsdPerTask": 0.0005089090909090909, "hardAvgListUsdPerTask": 0.0005711428571428571, "avgReasoningTokens": 22, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 0 }, { "effort": "medium", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.0005598181818181817, "hardAvgListUsdPerTask": 0.0005897142857142856, "avgReasoningTokens": 26.727272727272727, "costMultiplierVsBaseline": 1.1000357270453731, "hardCostMultiplierVsBaseline": 1.0325162581290646, "accuracyDeltaVsBaseline": 0.045454545454545414, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.000778909090909091, "hardAvgListUsdPerTask": 0.0008311428571428569, "avgReasoningTokens": 48.5, "costMultiplierVsBaseline": 1.5305466237942122, "hardCostMultiplierVsBaseline": 1.4552276138069031, "accuracyDeltaVsBaseline": 0.045454545454545414, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [ "none" ] }, { "pricingId": "gpt-6-luna", "label": "GPT-6 Luna", "inputPerM": 0.1, "outputPerM": 0.5, "baselineEffort": "none", "efforts": [ { "effort": "none", "accuracy": 0.5909090909090909, "hardAccuracy": 0.42857142857142855, "avgListUsdPerTask": 1.4240909090909093e-05, "hardAvgListUsdPerTask": 1.32e-05, "avgReasoningTokens": 0, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 0 }, { "effort": "low", "accuracy": 0.9545454545454546, "hardAccuracy": 0.9285714285714286, "avgListUsdPerTask": 5.287727272727273e-05, "hardAvgListUsdPerTask": 6.059285714285715e-05, "avgReasoningTokens": 76.27272727272727, "costMultiplierVsBaseline": 3.713054580274497, "hardCostMultiplierVsBaseline": 4.590367965367966, "accuracyDeltaVsBaseline": 0.36363636363636365, "truncatedCount": 0, "errorCount": 0 }, { "effort": "medium", "accuracy": 0.9545454545454546, "hardAccuracy": 0.9285714285714286, "avgListUsdPerTask": 5.5286363636363634e-05, "hardAvgListUsdPerTask": 6.387857142857143e-05, "avgReasoningTokens": 81.0909090909091, "costMultiplierVsBaseline": 3.8822215129269066, "hardCostMultiplierVsBaseline": 4.8392857142857135, "accuracyDeltaVsBaseline": 0.36363636363636365, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 0.9545454545454546, "hardAccuracy": 0.9285714285714286, "avgListUsdPerTask": 5.833181818181818e-05, "hardAvgListUsdPerTask": 6.709285714285714e-05, "avgReasoningTokens": 87.18181818181819, "costMultiplierVsBaseline": 4.096074050430897, "hardCostMultiplierVsBaseline": 5.082792207792207, "accuracyDeltaVsBaseline": 0.36363636363636365, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [] }, { "pricingId": "claude-opus-5-5", "label": "Claude Opus 5.5", "inputPerM": 4, "outputPerM": 20, "baselineEffort": "low", "efforts": [ { "effort": "low", "accuracy": 0.9545454545454546, "hardAccuracy": 0.9285714285714286, "avgListUsdPerTask": 0.0020176363636363634, "hardAvgListUsdPerTask": 0.0022134285714285715, "avgReasoningTokens": 62.5, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 0 }, { "effort": "medium", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.002120363636363636, "hardAvgListUsdPerTask": 0.0023377142857142863, "avgReasoningTokens": 69.04545454545455, "costMultiplierVsBaseline": 1.0509146616202576, "hardCostMultiplierVsBaseline": 1.0561507680392412, "accuracyDeltaVsBaseline": 0.045454545454545414, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.0023003636363636364, "hardAvgListUsdPerTask": 0.0023934285714285715, "avgReasoningTokens": 78, "costMultiplierVsBaseline": 1.140127962512391, "hardCostMultiplierVsBaseline": 1.0813218019878663, "accuracyDeltaVsBaseline": 0.045454545454545414, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [ "none" ] }, { "pricingId": "claude-sonnet-5", "label": "Claude Sonnet 5", "inputPerM": 2, "outputPerM": 10, "baselineEffort": "none", "efforts": [ { "effort": "none", "accuracy": 0.5454545454545454, "hardAccuracy": 0.35714285714285715, "avgListUsdPerTask": 0.0014575454545454544, "hardAvgListUsdPerTask": 0.0019634285714285713, "avgReasoningTokens": 0, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 0 }, { "effort": "low", "accuracy": 0.9545454545454546, "hardAccuracy": 0.9285714285714286, "avgListUsdPerTask": 0.0010457272727272726, "hardAvgListUsdPerTask": 0.0013419999999999999, "avgReasoningTokens": 67.81818181818181, "costMultiplierVsBaseline": 0.7174577434042287, "hardCostMultiplierVsBaseline": 0.6834982537834692, "accuracyDeltaVsBaseline": 0.40909090909090917, "truncatedCount": 0, "errorCount": 0 }, { "effort": "medium", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.001183, "hardAvgListUsdPerTask": 0.0015148571428571429, "avgReasoningTokens": 80.77272727272727, "costMultiplierVsBaseline": 0.8116384956028193, "hardCostMultiplierVsBaseline": 0.7715366705471479, "accuracyDeltaVsBaseline": 0.4545454545454546, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.001716181818181818, "hardAvgListUsdPerTask": 0.002286285714285714, "avgReasoningTokens": 133.86363636363637, "costMultiplierVsBaseline": 1.1774465165595958, "hardCostMultiplierVsBaseline": 1.1644353899883584, "accuracyDeltaVsBaseline": 0.4545454545454546, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [] }, { "pricingId": "gemini-3.6-flash", "label": "Gemini 3.6 Flash", "inputPerM": 0.75, "outputPerM": 3.75, "baselineEffort": "minimal", "efforts": [ { "effort": "minimal", "accuracy": 0.7619047619047619, "hardAccuracy": 0.6428571428571429, "avgListUsdPerTask": 9.535714285714284e-05, "hardAvgListUsdPerTask": 7.976785714285714e-05, "avgReasoningTokens": 0, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 1 }, { "effort": "low", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.0010773068181818182, "hardAvgListUsdPerTask": 0.001251910714285714, "avgReasoningTokens": 261.90909090909093, "costMultiplierVsBaseline": 11.297599591419818, "hardCostMultiplierVsBaseline": 15.694425789120213, "accuracyDeltaVsBaseline": 0.23809523809523814, "truncatedCount": 0, "errorCount": 0 }, { "effort": "medium", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.0020795795454545455, "hardAvgListUsdPerTask": 0.0023078035714285713, "avgReasoningTokens": 529.7272727272727, "costMultiplierVsBaseline": 21.808324821246174, "hardCostMultiplierVsBaseline": 28.931497649429147, "accuracyDeltaVsBaseline": 0.23809523809523814, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.0030043636363636357, "hardAvgListUsdPerTask": 0.0034945178571428566, "avgReasoningTokens": 776, "costMultiplierVsBaseline": 31.50643513789581, "hardCostMultiplierVsBaseline": 43.80859637340497, "accuracyDeltaVsBaseline": 0.23809523809523814, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [] }, { "pricingId": "deepseek-v4-pro", "label": "DeepSeek V4 Pro", "inputPerM": 0.66, "outputPerM": 1.98, "baselineEffort": "none", "efforts": [ { "effort": "none", "accuracy": 0.45454545454545453, "hardAccuracy": 0.2857142857142857, "avgListUsdPerTask": 7.197e-05, "hardAvgListUsdPerTask": 6.65657142857143e-05, "avgReasoningTokens": 0, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.0007095, "hardAvgListUsdPerTask": 0.0008567742857142857, "avgReasoningTokens": 264.8181818181818, "costMultiplierVsBaseline": 9.858274280950395, "hardCostMultiplierVsBaseline": 12.87110481586402, "accuracyDeltaVsBaseline": 0.5454545454545454, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [] }, { "pricingId": "grok-4.6", "label": "Grok 4.6", "inputPerM": 2, "outputPerM": 6, "baselineEffort": "low", "efforts": [ { "effort": "low", "accuracy": 0.9545454545454546, "hardAccuracy": 1, "avgListUsdPerTask": 0.002388909090909091, "hardAvgListUsdPerTask": 0.0028208571428571423, "avgReasoningTokens": 296.27272727272725, "costMultiplierVsBaseline": 1, "hardCostMultiplierVsBaseline": 1, "accuracyDeltaVsBaseline": 0, "truncatedCount": 0, "errorCount": 0 }, { "effort": "high", "accuracy": 1, "hardAccuracy": 1, "avgListUsdPerTask": 0.004159454545454544, "hardAvgListUsdPerTask": 0.004605, "avgReasoningTokens": 591.3636363636364, "costMultiplierVsBaseline": 1.7411522946951818, "hardCostMultiplierVsBaseline": 1.6324825281069586, "accuracyDeltaVsBaseline": 0.045454545454545414, "truncatedCount": 0, "errorCount": 0 } ], "unavailableEfforts": [] } ], "cells": [ { "pricingId": "gpt-6.1-sol", "label": "GPT-6.1 Sol", "effort": "none", "inputPerM": 2, "outputPerM": 10, "attempted": 0, "correct": 0, "accuracy": null, "avgListUsdPerTask": null, "costPerCorrectUsd": null, "avgReasoningTokens": null, "medianReasoningTokens": null, "p90ReasoningTokens": null, "maxReasoningTokens": null, "errorCount": 22, "skippedForBudget": 0, "truncatedCount": 0, "reasoningReported": null, "avgPromptTokens": null, "avgVisibleOutputTokens": null, "reasoningShareOfOutputCost": null, "listUsdTotal": 0, "billedUsd": 0, "avgLatencyMs": null, "byDifficulty": { "easy": { "attempted": 0, "correct": 0, "accuracy": null, "avgListUsdPerTask": null, "costPerCorrectUsd": null, "avgReasoningTokens": null, "medianReasoningTokens": null, "p90ReasoningTokens": null, "maxReasoningTokens": null }, "hard": { "attempted": 0, "correct": 0, "accuracy": null, "avgListUsdPerTask": null, "costPerCorrectUsd": null, "avgReasoningTokens": null, "medianReasoningTokens": null, "p90ReasoningTokens": null, "maxReasoningTokens": null } } }, { "pricingId": "gpt-6.1-sol", "label": "GPT-6.1 Sol", "effort": "low", "inputPerM": 2, "outputPerM": 10, "attempted": 22, "correct": 21, "accuracy": 0.9545454545454546, "avgListUsdPerTask": 0.0005089090909090909, "costPerCorrectUsd": 0.0005331428571428571, "avgReasoningTokens": 22, 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0.000165, "visibleOutputUsd": 4.5e-06, "totalUsd": 0.0001841 }, "listUsd": 0.0001841, "billedUsd": 0.0001841, "latencyMs": 4452 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "{\"P\":\"knave\",\"Q\":\"knight\",\"R\":\"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 115, "completionTokens": 186, "reasoningTokens": 164, "visibleOutputTokens": 22, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 1.1500000000000002e-05, "reasoningUsd": 8.2e-05, "visibleOutputUsd": 1.1e-05, "totalUsd": 0.00010449999999999999 }, "listUsd": 0.00010449999999999999, "billedUsd": 0.0001045, "latencyMs": 3063 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 88, "completionTokens": 50, "reasoningTokens": 43, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 8.8e-06, "reasoningUsd": 2.15e-05, "visibleOutputUsd": 3.5e-06, "totalUsd": 3.38e-05 }, "listUsd": 3.38e-05, "billedUsd": 3.38e-05, "latencyMs": 1537 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 68, "completionTokens": 32, "reasoningTokens": 23, "visibleOutputTokens": 9, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 6.8e-06, "reasoningUsd": 1.15e-05, "visibleOutputUsd": 4.5e-06, "totalUsd": 2.2800000000000002e-05 }, "listUsd": 2.2800000000000002e-05, "billedUsd": 2.28e-05, "latencyMs": 1201 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\":\"Gemini Flash\",\"inputPerM\":0.3,\"outputPerM\":2.5,\"context\":1048576}", "finishReason": "stop", "usage": { "promptTokens": 97, "completionTokens": 79, 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"visibleOutputUsd": 3.5e-06, "totalUsd": 1.5100000000000001e-05 }, "listUsd": 1.5100000000000001e-05, "billedUsd": 1.51e-05, "latencyMs": 1319 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "cheaper extraction succeeded; failed arithmetic weakens reasoning performance.", "finishReason": "stop", "usage": { "promptTokens": 88, "completionTokens": 203, "reasoningTokens": 185, "visibleOutputTokens": 18, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 8.8e-06, "reasoningUsd": 9.25e-05, "visibleOutputUsd": 9e-06, "totalUsd": 0.0001103 }, "listUsd": 0.0001103, "billedUsd": 0.0001103, "latencyMs": 2697 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "{\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 80, "completionTokens": 49, "reasoningTokens": 23, "visibleOutputTokens": 26, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 8.000000000000001e-06, "reasoningUsd": 1.15e-05, "visibleOutputUsd": 1.3e-05, "totalUsd": 3.25e-05 }, "listUsd": 3.25e-05, "billedUsd": 3.25e-05, "latencyMs": 1717 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 65, "completionTokens": 65, "reasoningTokens": 51, "visibleOutputTokens": 14, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 6.5e-06, "reasoningUsd": 2.55e-05, "visibleOutputUsd": 7e-06, "totalUsd": 3.9e-05 }, "listUsd": 3.9e-05, "billedUsd": 3.9e-05, "latencyMs": 1496 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "inputCost": 0.001, "outputCost": 0.003, "totalCost": 0.004 }, "missing": [] }, "output": "{\"inputCost\":0.001,\"outputCost\":0.003,\"totalCost\":0.004}", "finishReason": "stop", "usage": { "promptTokens": 78, "completionTokens": 67, "reasoningTokens": 39, "visibleOutputTokens": 28, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 7.8e-06, "reasoningUsd": 1.95e-05, "visibleOutputUsd": 1.4e-05, "totalUsd": 4.13e-05 }, "listUsd": 4.13e-05, "billedUsd": 4.13e-05, "latencyMs": 1717 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 401, "detail": "expected 401" }, "output": "401", "finishReason": "stop", "usage": { "promptTokens": 70, "completionTokens": 84, "reasoningTokens": 77, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 7e-06, "reasoningUsd": 3.85e-05, "visibleOutputUsd": 3.5e-06, "totalUsd": 4.9e-05 }, "listUsd": 4.9e-05, "billedUsd": 4.9e-05, "latencyMs": 2173 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 110, "detail": "expected 110" }, "output": "110", "finishReason": "stop", "usage": { "promptTokens": 83, "completionTokens": 70, "reasoningTokens": 63, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 8.3e-06, "reasoningUsd": 3.15e-05, "visibleOutputUsd": 3.5e-06, "totalUsd": 4.3299999999999995e-05 }, "listUsd": 4.3299999999999995e-05, "billedUsd": 4.33e-05, "latencyMs": 1618 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", 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2.01e-05 }, "listUsd": 2.01e-05, "billedUsd": 2.01e-05, "latencyMs": 1180 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 65, "completionTokens": 105, "reasoningTokens": 98, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 6.5e-06, "reasoningUsd": 4.9e-05, "visibleOutputUsd": 3.5e-06, "totalUsd": 5.9e-05 }, "listUsd": 5.9e-05, "billedUsd": 5.9e-05, "latencyMs": 2352 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, 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0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 1.0100000000000002e-05, "reasoningUsd": 3.9e-05, "visibleOutputUsd": 3.5e-06, "totalUsd": 5.26e-05 }, "listUsd": 5.26e-05, "billedUsd": 5.26e-05, "latencyMs": 1922 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "gpt-6-luna", "openrouterId": "openai/gpt-6-luna", "label": "GPT-6 Luna", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected EBDAC" }, "output": "EBDAC", "finishReason": "stop", "usage": { "promptTokens": 146, "completionTokens": 362, "reasoningTokens": 353, "visibleOutputTokens": 9, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.1, "outputPerM": 0.5, "inputUsd": 1.46e-05, "reasoningUsd": 0.0001765, "visibleOutputUsd": 4.5e-06, "totalUsd": 0.0001956 }, "listUsd": 0.0001956, "billedUsd": 0.0001956, "latencyMs": 4442 }, { "taskId": "h-logic-02", "category": 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"error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-pricing-01", "category": "pricing", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "none", "status": "error", "error": "Reasoning is mandatory for this endpoint and cannot be disabled.", "correct": false, "billedUsd": 0 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 127, "completionTokens": 64, "reasoningTokens": 61, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000508, "reasoningUsd": 0.00122, "visibleOutputUsd": 6e-05, "totalUsd": 0.0017879999999999999 }, "listUsd": 0.0017879999999999999, "billedUsd": 0.001788, "latencyMs": 3292 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 106, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000424, "reasoningUsd": 0, "visibleOutputUsd": 0.0001, "totalUsd": 0.000524 }, "listUsd": 0.000524, "billedUsd": 0.000524, "latencyMs": 1609 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\":\"Gemini Flash\",\"inputPerM\":0.30,\"outputPerM\":2.50,\"context\":1048576}", "finishReason": "stop", "usage": { "promptTokens": 146, "completionTokens": 43, "reasoningTokens": 0, "visibleOutputTokens": 43, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000584, "reasoningUsd": 0, "visibleOutputUsd": 0.0008600000000000001, "totalUsd": 0.001444 }, "listUsd": 0.001444, "billedUsd": 0.001444, "latencyMs": 2431 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected pricing" }, "output": "pricing", "finishReason": "stop", "usage": { "promptTokens": 113, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000452, "reasoningUsd": 0, "visibleOutputUsd": 0.0001, "totalUsd": 0.000552 }, "listUsd": 0.000552, "billedUsd": 0.000552, "latencyMs": 1940 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "Cheaper model aced extraction tasks, but failed arithmetic.", "finishReason": "stop", "usage": { "promptTokens": 152, "completionTokens": 224, "reasoningTokens": 198, "visibleOutputTokens": 26, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000608, "reasoningUsd": 0.00396, "visibleOutputUsd": 0.00052, "totalUsd": 0.005088 }, "listUsd": 0.005088, "billedUsd": 0.005088, "latencyMs": 6169 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "correct=2, total=0.06, per=0.03 {\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 126, "completionTokens": 49, "reasoningTokens": 0, "visibleOutputTokens": 49, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000504, "reasoningUsd": 0, "visibleOutputUsd": 0.00098, "totalUsd": 0.001484 }, "listUsd": 0.001484, "billedUsd": 0.001484, "latencyMs": 2743 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 100, "completionTokens": 48, "reasoningTokens": 35, "visibleOutputTokens": 13, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.0004, "reasoningUsd": 0.0006999999999999999, "visibleOutputUsd": 0.00026, "totalUsd": 0.0013599999999999999 }, "listUsd": 0.0013599999999999999, "billedUsd": 0.00136, "latencyMs": 3622 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "inputCost": 0.001, "outputCost": 0.003, "totalCost": 0.004 }, "missing": [] }, "output": "{\"inputCost\":0.001,\"outputCost\":0.003,\"totalCost\":0.004}", "finishReason": "stop", "usage": { "promptTokens": 125, "completionTokens": 33, "reasoningTokens": 0, "visibleOutputTokens": 33, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.0005, "reasoningUsd": 0, "visibleOutputUsd": 0.00066, "totalUsd": 0.00116 }, "listUsd": 0.00116, "billedUsd": 0.00116, "latencyMs": 1769 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 401, "detail": "expected 401" }, "output": "401", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 47, "reasoningTokens": 44, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000416, "reasoningUsd": 0.0008799999999999999, "visibleOutputUsd": 6e-05, "totalUsd": 0.0013559999999999998 }, "listUsd": 0.0013559999999999998, "billedUsd": 0.001356, "latencyMs": 3150 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 110, "detail": "expected 110" }, "output": "110", "finishReason": "stop", "usage": { "promptTokens": 114, "completionTokens": 64, "reasoningTokens": 61, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000456, "reasoningUsd": 0.00122, "visibleOutputUsd": 6e-05, "totalUsd": 0.001736 }, "listUsd": 0.001736, "billedUsd": 0.001736, "latencyMs": 3650 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 49, "detail": "expected 49" }, "output": "49", "finishReason": "stop", "usage": { "promptTokens": 97, "completionTokens": 42, "reasoningTokens": 39, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000388, "reasoningUsd": 0.00078, "visibleOutputUsd": 6e-05, "totalUsd": 0.001228 }, "listUsd": 0.001228, "billedUsd": 0.001228, "latencyMs": 4404 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "115", "finishReason": "stop", "usage": { "promptTokens": 84, "completionTokens": 167, "reasoningTokens": 164, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000336, "reasoningUsd": 0.00328, "visibleOutputUsd": 6e-05, "totalUsd": 0.003676 }, "listUsd": 0.003676, "billedUsd": 0.003676, "latencyMs": 4605 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 62" }, "output": "250/5=50, /25=10, /125=2 \u2192 62 62", "finishReason": "stop", "usage": { "promptTokens": 87, "completionTokens": 23, "reasoningTokens": 0, "visibleOutputTokens": 23, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000348, "reasoningUsd": 0, "visibleOutputUsd": 0.00046, "totalUsd": 0.000808 }, "listUsd": 0.000808, "billedUsd": 0.000808, "latencyMs": 2874 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 99, "completionTokens": 49, "reasoningTokens": 46, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000396, "reasoningUsd": 0.00092, "visibleOutputUsd": 6e-05, "totalUsd": 0.0013759999999999998 }, "listUsd": 0.0013759999999999998, "billedUsd": 0.001376, "latencyMs": 3860 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 107, "completionTokens": 46, "reasoningTokens": 41, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000428, "reasoningUsd": 0.00082, "visibleOutputUsd": 0.0001, "totalUsd": 0.001348 }, "listUsd": 0.001348, "billedUsd": 0.001348, "latencyMs": 3094 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected Wednesday" }, "output": "Wednesday", "finishReason": 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"correct": true, "detail": "expected and" }, "output": "and", "finishReason": "stop", "usage": { "promptTokens": 151, "completionTokens": 71, "reasoningTokens": 68, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000604, "reasoningUsd": 0.00136, "visibleOutputUsd": 6e-05, "totalUsd": 0.002024 }, "listUsd": 0.002024, "billedUsd": 0.002024, "latencyMs": 4072 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected EBDAC" }, "output": "EBDAC", "finishReason": "stop", "usage": { "promptTokens": 199, "completionTokens": 272, "reasoningTokens": 265, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000796, "reasoningUsd": 0.0053, "visibleOutputUsd": 0.00014, "totalUsd": 0.006236 }, "listUsd": 0.006236, "billedUsd": 0.006236, "latencyMs": 9834 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "{\"P\": \"knave\", \"Q\": \"knight\", \"R\": \"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 155, "completionTokens": 121, "reasoningTokens": 95, "visibleOutputTokens": 26, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.00062, "reasoningUsd": 0.0019000000000000002, "visibleOutputUsd": 0.00052, "totalUsd": 0.00304 }, "listUsd": 0.00304, "billedUsd": 0.00304, "latencyMs": 4016 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 127, "completionTokens": 64, "reasoningTokens": 61, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000508, "reasoningUsd": 0.00122, "visibleOutputUsd": 6e-05, "totalUsd": 0.0017879999999999999 }, "listUsd": 0.0017879999999999999, "billedUsd": 0.001788, "latencyMs": 3087 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 106, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000424, "reasoningUsd": 0, "visibleOutputUsd": 0.0001, "totalUsd": 0.000524 }, "listUsd": 0.000524, "billedUsd": 0.000524, "latencyMs": 1586 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 1048576}", "finishReason": "stop", "usage": { "promptTokens": 146, "completionTokens": 47, "reasoningTokens": 0, "visibleOutputTokens": 47, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000584, "reasoningUsd": 0, "visibleOutputUsd": 0.00094, "totalUsd": 0.001524 }, "listUsd": 0.001524, "billedUsd": 0.001524, "latencyMs": 2352 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected pricing" }, "output": "pricing", "finishReason": "stop", "usage": { "promptTokens": 113, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000452, "reasoningUsd": 0, "visibleOutputUsd": 0.0001, "totalUsd": 0.000552 }, "listUsd": 0.000552, "billedUsd": 0.000552, "latencyMs": 1811 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "The cheaper model aced extraction, failed complex arithmetic.", "finishReason": "stop", "usage": { "promptTokens": 152, "completionTokens": 339, "reasoningTokens": 315, "visibleOutputTokens": 24, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000608, "reasoningUsd": 0.0063, "visibleOutputUsd": 0.00048, "totalUsd": 0.0073880000000000005 }, "listUsd": 0.0073880000000000005, "billedUsd": 0.007388, "latencyMs": 6753 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "{\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 126, "completionTokens": 60, "reasoningTokens": 28, "visibleOutputTokens": 32, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000504, "reasoningUsd": 0.00056, "visibleOutputUsd": 0.0006399999999999999, "totalUsd": 0.0017039999999999998 }, "listUsd": 0.0017039999999999998, "billedUsd": 0.001704, "latencyMs": 3577 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 100, "completionTokens": 48, "reasoningTokens": 35, "visibleOutputTokens": 13, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.0004, "reasoningUsd": 0.0006999999999999999, "visibleOutputUsd": 0.00026, "totalUsd": 0.0013599999999999999 }, "listUsd": 0.0013599999999999999, "billedUsd": 0.00136, "latencyMs": 3417 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "inputCost": 0.001, "outputCost": 0.003, "totalCost": 0.004 }, "missing": [] }, "output": "{\"inputCost\":0.001,\"outputCost\":0.003,\"totalCost\":0.004}", "finishReason": "stop", "usage": { "promptTokens": 125, "completionTokens": 88, "reasoningTokens": 50, "visibleOutputTokens": 38, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.0005, "reasoningUsd": 0.001, "visibleOutputUsd": 0.00076, "totalUsd": 0.00226 }, "listUsd": 0.00226, "billedUsd": 0.00226, "latencyMs": 2568 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 401, "detail": "expected 401" }, "output": "401", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 55, "reasoningTokens": 52, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000416, "reasoningUsd": 0.00104, "visibleOutputUsd": 6e-05, "totalUsd": 0.0015159999999999998 }, "listUsd": 0.0015159999999999998, "billedUsd": 0.001516, "latencyMs": 3517 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 110, "detail": "expected 110" }, "output": "110", "finishReason": "stop", "usage": { "promptTokens": 114, "completionTokens": 66, "reasoningTokens": 63, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000456, "reasoningUsd": 0.00126, "visibleOutputUsd": 6e-05, "totalUsd": 0.001776 }, "listUsd": 0.001776, "billedUsd": 0.001776, "latencyMs": 4137 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 49, "detail": "expected 49" }, "output": "49", "finishReason": "stop", "usage": { "promptTokens": 97, "completionTokens": 46, "reasoningTokens": 43, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000388, "reasoningUsd": 0.0008600000000000001, "visibleOutputUsd": 6e-05, "totalUsd": 0.001308 }, "listUsd": 0.001308, "billedUsd": 0.001308, "latencyMs": 3247 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "115", "finishReason": "stop", "usage": { "promptTokens": 84, "completionTokens": 174, "reasoningTokens": 171, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000336, "reasoningUsd": 0.0034200000000000003, "visibleOutputUsd": 6e-05, "totalUsd": 0.0038160000000000004 }, "listUsd": 0.0038160000000000004, "billedUsd": 0.003816, "latencyMs": 4683 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 62, "detail": "expected 62" }, "output": "62", "finishReason": "stop", "usage": { "promptTokens": 87, "completionTokens": 26, "reasoningTokens": 23, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000348, "reasoningUsd": 0.00046, "visibleOutputUsd": 6e-05, "totalUsd": 0.0008680000000000001 }, "listUsd": 0.0008680000000000001, "billedUsd": 0.000868, "latencyMs": 2428 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 99, "completionTokens": 96, "reasoningTokens": 93, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000396, "reasoningUsd": 0.0018599999999999999, "visibleOutputUsd": 6e-05, "totalUsd": 0.002316 }, "listUsd": 0.002316, "billedUsd": 0.002316, "latencyMs": 4250 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 107, "completionTokens": 47, "reasoningTokens": 42, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000428, "reasoningUsd": 0.0008399999999999999, "visibleOutputUsd": 0.0001, "totalUsd": 0.001368 }, "listUsd": 0.001368, "billedUsd": 0.001368, "latencyMs": 3293 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected Wednesday" }, "output": "Wednesday", "finishReason": "stop", "usage": { "promptTokens": 98, "completionTokens": 40, "reasoningTokens": 33, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000392, "reasoningUsd": 0.00066, "visibleOutputUsd": 0.00014, "totalUsd": 0.001192 }, "listUsd": 0.001192, "billedUsd": 0.001192, "latencyMs": 2910 }, { "taskId": "h-pricing-01", "category": "pricing", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 936, "detail": "expected 936" }, "output": "936", "finishReason": "stop", "usage": { "promptTokens": 204, "completionTokens": 98, "reasoningTokens": 95, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000816, "reasoningUsd": 0.0019000000000000002, "visibleOutputUsd": 6e-05, "totalUsd": 0.0027760000000000003 }, "listUsd": 0.0027760000000000003, "billedUsd": 0.002776, "latencyMs": 2804 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 1000, "detail": "expected 1000" }, "output": "1000", "finishReason": "stop", "usage": { "promptTokens": 216, "completionTokens": 87, "reasoningTokens": 83, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000864, "reasoningUsd": 0.00166, "visibleOutputUsd": 7.999999999999999e-05, "totalUsd": 0.0026040000000000004 }, "listUsd": 0.0026040000000000004, "billedUsd": 0.002604, "latencyMs": 3722 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 23, "detail": "expected 23" }, "output": "23", "finishReason": "stop", "usage": { "promptTokens": 147, "completionTokens": 116, "reasoningTokens": 113, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000588, "reasoningUsd": 0.00226, "visibleOutputUsd": 6e-05, "totalUsd": 0.002908 }, "listUsd": 0.002908, "billedUsd": 0.002908, "latencyMs": 3090 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected and" }, "output": "and", "finishReason": "stop", "usage": { "promptTokens": 151, "completionTokens": 78, "reasoningTokens": 75, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000604, "reasoningUsd": 0.0014999999999999998, "visibleOutputUsd": 6e-05, "totalUsd": 0.002164 }, "listUsd": 0.002164, "billedUsd": 0.002164, "latencyMs": 4167 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected EBDAC" }, "output": "EBDAC", "finishReason": "stop", "usage": { "promptTokens": 199, "completionTokens": 252, "reasoningTokens": 245, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.000796, "reasoningUsd": 0.0049, "visibleOutputUsd": 0.00014, "totalUsd": 0.005836 }, "listUsd": 0.005836, "billedUsd": 0.005836, "latencyMs": 10179 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "claude-opus-5-5", "openrouterId": "anthropic/claude-opus-5.5", "label": "Claude Opus 5.5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "{\"P\": \"knave\", \"Q\": \"knight\", \"R\": \"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 155, "completionTokens": 122, "reasoningTokens": 96, "visibleOutputTokens": 26, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 4, "outputPerM": 20, "inputUsd": 0.00062, "reasoningUsd": 0.00192, "visibleOutputUsd": 0.00052, "totalUsd": 0.0030600000000000002 }, "listUsd": 0.0030600000000000002, "billedUsd": 0.00306, "latencyMs": 4178 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 8" }, "output": "**8** Calculation: - Input: 100,000 \u00d7 ($0.30/1,000,000) = $0.03 - Output: 20,000 \u00d7 ($2.50/1,000,000) = $0.05 - Total: $0.08 = 8 cents", "finishReason": "stop", "usage": { "promptTokens": 125, "completionTokens": 83, "reasoningTokens": 0, "visibleOutputTokens": 83, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00025, "reasoningUsd": 0, "visibleOutputUsd": 0.00083, "totalUsd": 0.00108 }, "listUsd": 0.00108, "billedUsd": 0.00108, "latencyMs": 1867 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000208, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000258 }, "listUsd": 0.000258, "billedUsd": 0.000258, "latencyMs": 2648 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 1048576}", "finishReason": "stop", "usage": { "promptTokens": 144, "completionTokens": 47, "reasoningTokens": 0, "visibleOutputTokens": 47, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000288, "reasoningUsd": 0, "visibleOutputUsd": 0.00047, "totalUsd": 0.000758 }, "listUsd": 0.000758, "billedUsd": 0.000758, "latencyMs": 1853 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected pricing" }, "output": "pricing", "finishReason": "stop", "usage": { "promptTokens": 111, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000222, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000272 }, "listUsd": 0.000272, "billedUsd": 0.000272, "latencyMs": 1662 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "Cheaper model excelled extraction, failed complex arithmetic reasoning.", "finishReason": "stop", "usage": { "promptTokens": 150, "completionTokens": 29, "reasoningTokens": 0, "visibleOutputTokens": 29, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.0003, "reasoningUsd": 0, "visibleOutputUsd": 0.00029, "totalUsd": 0.00059 }, "listUsd": 0.00059, "billedUsd": 0.00059, "latencyMs": 1553 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "{\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 124, "completionTokens": 32, "reasoningTokens": 0, "visibleOutputTokens": 32, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000248, "reasoningUsd": 0, "visibleOutputUsd": 0.00031999999999999997, "totalUsd": 0.0005679999999999999 }, "listUsd": 0.0005679999999999999, "billedUsd": 0.000568, "latencyMs": 1513 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 98, "completionTokens": 13, "reasoningTokens": 0, "visibleOutputTokens": 13, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000196, "reasoningUsd": 0, "visibleOutputUsd": 0.00013, "totalUsd": 0.000326 }, "listUsd": 0.000326, "billedUsd": 0.000326, "latencyMs": 1632 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "inputCost": 0.001, "outputCost": 0.003, "totalCost": 0.004 }, "missing": [] }, "output": "{ \"inputCost\": 0.001, \"outputCost\": 0.003, \"totalCost\": 0.004 }", "finishReason": "stop", "usage": { "promptTokens": 123, "completionTokens": 48, "reasoningTokens": 0, "visibleOutputTokens": 48, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000246, "reasoningUsd": 0, "visibleOutputUsd": 0.00048, "totalUsd": 0.0007260000000000001 }, "listUsd": 0.0007260000000000001, "billedUsd": 0.000726, "latencyMs": 1599 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 400, "detail": "expected 401" }, "output": "400", "finishReason": "stop", "usage": { "promptTokens": 102, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000204, "reasoningUsd": 0, "visibleOutputUsd": 3e-05, "totalUsd": 0.000234 }, "listUsd": 0.000234, "billedUsd": 0.000234, "latencyMs": 1432 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 110" }, "output": "Total paths from (0,0) to (6,4): C(10,4) = 210 Paths through (3,2): C(5,3) * C(5,2) = 10 * 10 = 100 Paths avoiding (3,2): 210 - 100 = 110 **110**", "finishReason": "stop", "usage": { "promptTokens": 112, "completionTokens": 88, "reasoningTokens": 0, "visibleOutputTokens": 88, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000224, "reasoningUsd": 0, "visibleOutputUsd": 0.0008799999999999999, "totalUsd": 0.001104 }, "listUsd": 0.001104, "billedUsd": 0.001104, "latencyMs": 1838 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 49" }, "output": "Powers of 7 mod 100 cycle with period 4: 07, 49, 43, 01. 2026 mod 4 = 2, so it matches the 2nd position. **49**", "finishReason": "stop", "usage": { "promptTokens": 95, "completionTokens": 62, "reasoningTokens": 0, "visibleOutputTokens": 62, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00019, "reasoningUsd": 0, "visibleOutputUsd": 0.00062, "totalUsd": 0.00081 }, "listUsd": 0.00081, "billedUsd": 0.00081, "latencyMs": 2484 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "115", "finishReason": "stop", "usage": { "promptTokens": 82, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000164, "reasoningUsd": 0, "visibleOutputUsd": 3e-05, "totalUsd": 0.000194 }, "listUsd": 0.000194, "billedUsd": 0.000194, "latencyMs": 1404 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 62, "detail": "expected 62" }, "output": "62", "finishReason": "stop", "usage": { "promptTokens": 85, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00017, "reasoningUsd": 0, "visibleOutputUsd": 3e-05, "totalUsd": 0.0002 }, "listUsd": 0.0002, "billedUsd": 0.0002, "latencyMs": 1663 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 97, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000194, "reasoningUsd": 0, "visibleOutputUsd": 3e-05, "totalUsd": 0.000224 }, "listUsd": 0.000224, "billedUsd": 0.000224, "latencyMs": 1709 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 105, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00021, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.00026000000000000003 }, "listUsd": 0.00026000000000000003, "billedUsd": 0.00026, "latencyMs": 1517 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "detail": "expected Wednesday" }, "output": "Let me calculate: 1000 days \u00f7 7 = 142 weeks and 6 days remainder. Thursday + 6 days = Wednesday **Wednesday**", "finishReason": "stop", "usage": { "promptTokens": 96, "completionTokens": 61, "reasoningTokens": 0, "visibleOutputTokens": 61, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000192, "reasoningUsd": 0, "visibleOutputUsd": 0.00061, "totalUsd": 0.000802 }, "listUsd": 0.000802, "billedUsd": 0.000802, "latencyMs": 2128 }, { "taskId": "h-pricing-01", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 936" }, "output": "Total requests = 1,200 \u00d7 30 = 36,000 Cached input tokens: 36,000 \u00d7 2,000 = 72,000,000 \u2192 cost = 72,000,000 \u00d7 0.50/1,000,000 = $36 Non-cached input tokens: 36,000 \u00d7 1,000 = 36,000,000 \u2192 cost = 36,000,000 \u00d7 5/1,000,000 = $180 Output tokens: 36,000 \u00d7 800 = 28,800,000 \u2192 cost = 28,800,000 \u00d7 25/1,000,000 = $720 Total = 36 + 180 + 720 = $936 **936**", "finishReason": "stop", "usage": { "promptTokens": 202, "completionTokens": 199, "reasoningTokens": 0, "visibleOutputTokens": 199, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000404, "reasoningUsd": 0, "visibleOutputUsd": 0.00199, "totalUsd": 0.002394 }, "listUsd": 0.002394, "billedUsd": 0.002394, "latencyMs": 2600 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 1000" }, "output": "Model B input tokens: 2,000 per request Model B output tokens: 400 \u00d7 2.5 = 1,000 per request For 1,000 requests: - Input tokens: 2,000 \u00d7 1,000 = 2,000,000 - Output tokens: 1,000 \u00d7 1,000 = 1,000,000 Cost: - Input: 2,000,000 / 1,000,000 \u00d7 $1 = $2 - Output: 1,000,000 / 1,000,000 \u00d7 $8 = $8 Total = $10 = 1000 cents **1000**", "finishReason": "stop", "usage": { "promptTokens": 214, "completionTokens": 183, "reasoningTokens": 0, "visibleOutputTokens": 183, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000428, "reasoningUsd": 0, "visibleOutputUsd": 0.00183, "totalUsd": 0.002258 }, "listUsd": 0.002258, "billedUsd": 0.002258, "latencyMs": 2349 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 23" }, "output": "Let me trace through this step by step. x = [3, 1, 4, 1, 5, 9, 2, 6] - i=0, v=3: even, s += 3*0 = 0 \u2192 s=0 - i=1, v=1: odd, s -= 1 \u2192 s=-1 - i=2, v=4: even, s += 4*2 = 8 \u2192 s=7 - i=3, v=1: odd, s -= 1 \u2192 s=6 - i=4, v=5: even, s += 5*4 = 20 \u2192 s=26 - i=5, v=9: odd, s -= 9 \u2192 s=17 - i=6, v=2: even, s += 2*6 = 12 \u2192 s=29 - i=7, v=6: odd, s -= 6 \u2192 s=23 **23**", "finishReason": "stop", "usage": { "promptTokens": 145, "completionTokens": 245, "reasoningTokens": 0, "visibleOutputTokens": 245, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00029, "reasoningUsd": 0, "visibleOutputUsd": 0.00245, "totalUsd": 0.00274 }, "listUsd": 0.00274, "billedUsd": 0.00274, "latencyMs": 2621 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "detail": "expected and" }, "output": "Let me trace through this code. Words: \"the cat and the hat and the bat\" Split: ['the', 'cat', 'and', 'the', 'hat', 'and', 'the', 'bat'] Building dictionary with cumulative length sums: - the: 3+3+3 = 9 - cat: 3 - and: 3+3 = 6 - hat: 3 - bat: 3 d = {'the': 9, 'cat': 3, 'and': 6, 'hat': 3, 'bat': 3} Sort by (-value, key): - ('the', 9) \u2192 (-9, 'the') - ('and', 6) \u2192 (-6, 'and') - ('bat', 3) \u2192 (-3, 'bat') - ('cat', 3) \u2192 (-3, 'cat') - ('hat', 3) \u2192 (-3, 'hat') Sorted order: the, and, bat, cat, hat Index [1] = ('and', 6) [0] = 'and' and", "finishReason": "stop", "usage": { "promptTokens": 149, "completionTokens": 322, "reasoningTokens": 0, "visibleOutputTokens": 322, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000298, "reasoningUsd": 0, "visibleOutputUsd": 0.00322, "totalUsd": 0.0035180000000000003 }, "listUsd": 0.0035180000000000003, "billedUsd": 0.003518, "latencyMs": 3440 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "detail": "expected EBDAC" }, "output": "I need to find seat positions 1-5 for A, B, C, D, E. **Constraints:** 1. B's seat = D's seat - 1 (B immediately left of D) 2. A is not in seat 1 or 5 3. C's seat > E's seat 4. E is not adjacent to A 5. D is not in seat 5 Since A is not in seat 1 or 5, A is in seat 2, 3, or 4. **Try B,D pairs:** (1,2), (2,3), (3,4) since D\u22605. **Case B=1, D=2:** Remaining seats 3,4,5 for A, C, E. A must be in 3 or 4 (from remaining). - If A=3: E,C in {4,5}, need C>E, so E=4, C=5. Check E not adjacent to A: E=4, A=3, adjacent - fails. - If A=4: E,C in {3,5}, need C>E, so E=3, C=5. Check E not adjacent to A: E=3, A=4, adjacent - fails. **Case B=2, D=3:** Remaining seats 1,4,5 for A, C, E. A must be in 4 (since A can't be 1 or 5). Remaining: E,C in {1,5}, need C>E, so E=1, C=5. Check E not adjacent to A: E=1, A=4, not adjacent - OK! Let's verify all constraints: - B=2, D=3: B immediately left of D \u2713 - A=4: not seat 1 or 5 \u2713 - C=5 > E=1 \u2713 - E=1, A=4: |1-4|=3, not adjacent \u2713 - D=3, not seat 5 \u2713 This works! Seats: 1=E, 2=B, 3=D, 4=A, 5=C **Case B=3, D=4:** Remaining seats 1,2,5 for A, C, E. A must be in 2 (since A can't be 1 or 5). E,C in {1,5}, need C>E, so E=1, C=5. Check E not adjacent to A: E=1, A=2, adjacent - fails. So the only valid solution is from Case B=2, D=3. **Final arrangement:** Seat1=E, Seat2=B, Seat3=D, Seat4=A, Seat5=C EBDAC", "finishReason": "stop", "usage": { "promptTokens": 197, "completionTokens": 770, "reasoningTokens": 0, "visibleOutputTokens": 770, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000394, "reasoningUsd": 0, "visibleOutputUsd": 0.007699999999999999, "totalUsd": 0.008093999999999999 }, "listUsd": 0.008093999999999999, "billedUsd": 0.008094, "latencyMs": 6999 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "I need to find consistent assignments. Let me test cases systematically. **Try P=knight:** Then Q is a knave (from P's statement). Since Q is knave, Q's statement \"P and R are different types\" is false, so P and R are same type. Since P=knight, R=knight. Check R's statement: \"Q is a knight and P is a knave.\" R=knight, so this must be true. But Q is knave and P is knight - statement is false. Contradiction since R is knight (must tell truth). **Try P=knave:** Then Q's actual status is knight (since P's statement \"Q is a knave\" is false). Q=knight, so Q's statement is true: \"P and R are different types.\" Since P=knave, R=knight. Check R's statement: \"Q is a knight and P is a knave.\" R=knight, so must be true. Q=knight \u2713, P=knave \u2713. True! Consistent. **Verify all:** - P=knave: says \"Q is a knave\" - false (Q is knight) \u2713 consistent with knave - Q=knight: says \"P and R are different types\" - P=knave, R=knight, different \u2713 true, consistent with knight - R=knight: says \"Q is a knight and P is a knave\" - both true \u2713 consistent with knight {\"P\": \"knave\", \"Q\": \"knight\", \"R\": \"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 153, "completionTokens": 435, "reasoningTokens": 0, "visibleOutputTokens": 435, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000306, "reasoningUsd": 0, "visibleOutputUsd": 0.00435, "totalUsd": 0.0046559999999999995 }, "listUsd": 0.0046559999999999995, "billedUsd": 0.004656, "latencyMs": 4725 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 125, "completionTokens": 61, "reasoningTokens": 58, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00025, "reasoningUsd": 0.00058, "visibleOutputUsd": 3e-05, "totalUsd": 0.00086 }, "listUsd": 0.00086, "billedUsd": 0.00086, "latencyMs": 3581 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000208, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000258 }, "listUsd": 0.000258, "billedUsd": 0.000258, "latencyMs": 1696 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 1048576}", "finishReason": "stop", "usage": { "promptTokens": 144, "completionTokens": 47, "reasoningTokens": 0, "visibleOutputTokens": 47, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000288, "reasoningUsd": 0, "visibleOutputUsd": 0.00047, "totalUsd": 0.000758 }, "listUsd": 0.000758, "billedUsd": 0.000758, "latencyMs": 1742 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected pricing" }, "output": "pricing", "finishReason": "stop", "usage": { "promptTokens": 111, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000222, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000272 }, "listUsd": 0.000272, "billedUsd": 0.000272, "latencyMs": 2024 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "Cheaper model succeeded extraction tasks but failed arithmetic.", "finishReason": "stop", "usage": { "promptTokens": 150, "completionTokens": 27, "reasoningTokens": 0, "visibleOutputTokens": 27, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.0003, "reasoningUsd": 0, "visibleOutputUsd": 0.00027, "totalUsd": 0.00057 }, "listUsd": 0.00057, "billedUsd": 0.00057, "latencyMs": 1790 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "{\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 124, "completionTokens": 32, "reasoningTokens": 0, "visibleOutputTokens": 32, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000248, "reasoningUsd": 0, "visibleOutputUsd": 0.00031999999999999997, "totalUsd": 0.0005679999999999999 }, "listUsd": 0.0005679999999999999, "billedUsd": 0.000568, "latencyMs": 1604 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 98, "completionTokens": 13, "reasoningTokens": 0, "visibleOutputTokens": 13, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000196, "reasoningUsd": 0, "visibleOutputUsd": 0.00013, "totalUsd": 0.000326 }, "listUsd": 0.000326, "billedUsd": 0.000326, "latencyMs": 1535 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "inputCost": 0.001, "outputCost": 0.003, "totalCost": 0.004 }, "missing": [] }, "output": "{\"inputCost\": 0.001, \"outputCost\": 0.003, \"totalCost\": 0.004}", "finishReason": "stop", "usage": { "promptTokens": 123, "completionTokens": 36, "reasoningTokens": 0, "visibleOutputTokens": 36, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000246, "reasoningUsd": 0, "visibleOutputUsd": 0.00036, "totalUsd": 0.000606 }, "listUsd": 0.000606, "billedUsd": 0.000606, "latencyMs": 1293 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 400, "detail": "expected 401" }, "output": "400", "finishReason": "stop", "usage": { "promptTokens": 102, "completionTokens": 35, "reasoningTokens": 31, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000204, "reasoningUsd": 0.00031, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.000554 }, "listUsd": 0.000554, "billedUsd": 0.000554, "latencyMs": 3060 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 110, "detail": "expected 110" }, "output": "110", "finishReason": "stop", "usage": { "promptTokens": 112, "completionTokens": 49, "reasoningTokens": 45, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000224, "reasoningUsd": 0.00045000000000000004, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.000714 }, "listUsd": 0.000714, "billedUsd": 0.000714, "latencyMs": 2724 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 49, "detail": "expected 49" }, "output": "49", "finishReason": "stop", "usage": { "promptTokens": 95, "completionTokens": 38, "reasoningTokens": 36, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00019, "reasoningUsd": 0.00036, "visibleOutputUsd": 1.9999999999999998e-05, "totalUsd": 0.00057 }, "listUsd": 0.00057, "billedUsd": 0.00057, "latencyMs": 3135 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "115", "finishReason": "stop", "usage": { "promptTokens": 82, "completionTokens": 165, "reasoningTokens": 162, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000164, "reasoningUsd": 0.0016200000000000001, "visibleOutputUsd": 3e-05, "totalUsd": 0.0018140000000000003 }, "listUsd": 0.0018140000000000003, "billedUsd": 0.001814, "latencyMs": 3758 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 62, "detail": "expected 62" }, "output": "62", "finishReason": "stop", "usage": { "promptTokens": 85, "completionTokens": 35, "reasoningTokens": 31, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00017, "reasoningUsd": 0.00031, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0005200000000000001 }, "listUsd": 0.0005200000000000001, "billedUsd": 0.00052, "latencyMs": 2481 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 97, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000194, "reasoningUsd": 0, "visibleOutputUsd": 3e-05, "totalUsd": 0.000224 }, "listUsd": 0.000224, "billedUsd": 0.000224, "latencyMs": 1469 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 105, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00021, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.00026000000000000003 }, "listUsd": 0.00026000000000000003, "billedUsd": 0.00026, "latencyMs": 1507 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected Wednesday" }, "output": "Wednesday", "finishReason": "stop", "usage": { "promptTokens": 96, "completionTokens": 44, "reasoningTokens": 38, "visibleOutputTokens": 6, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000192, "reasoningUsd": 0.00038, "visibleOutputUsd": 6e-05, "totalUsd": 0.0006320000000000001 }, "listUsd": 0.0006320000000000001, "billedUsd": 0.000632, "latencyMs": 4297 }, { "taskId": "h-pricing-01", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 936, "detail": "expected 936" }, "output": "936", "finishReason": "stop", "usage": { "promptTokens": 202, "completionTokens": 106, "reasoningTokens": 103, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000404, "reasoningUsd": 0.0010299999999999999, "visibleOutputUsd": 3e-05, "totalUsd": 0.001464 }, "listUsd": 0.001464, "billedUsd": 0.001464, "latencyMs": 2870 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 1000, "detail": "expected 1000" }, "output": "1000", "finishReason": "stop", "usage": { "promptTokens": 214, "completionTokens": 83, "reasoningTokens": 79, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000428, "reasoningUsd": 0.0007899999999999999, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.001258 }, "listUsd": 0.001258, "billedUsd": 0.001258, "latencyMs": 2818 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 23, "detail": "expected 23" }, "output": "23", "finishReason": "stop", "usage": { "promptTokens": 145, "completionTokens": 104, "reasoningTokens": 101, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00029, "reasoningUsd": 0.00101, "visibleOutputUsd": 3e-05, "totalUsd": 0.00133 }, "listUsd": 0.00133, "billedUsd": 0.00133, "latencyMs": 3299 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected and" }, "output": "and", "finishReason": "stop", "usage": { "promptTokens": 149, "completionTokens": 153, "reasoningTokens": 149, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000298, "reasoningUsd": 0.00149, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0018280000000000002 }, "listUsd": 0.0018280000000000002, "billedUsd": 0.001828, "latencyMs": 3567 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected EBDAC" }, "output": "EBDAC", "finishReason": "stop", "usage": { "promptTokens": 197, "completionTokens": 524, "reasoningTokens": 517, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000394, "reasoningUsd": 0.00517, "visibleOutputUsd": 7e-05, "totalUsd": 0.005634 }, "listUsd": 0.005634, "billedUsd": 0.005634, "latencyMs": 8834 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "low", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "{\"P\": \"knave\", \"Q\": \"knight\", \"R\": \"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 153, "completionTokens": 168, "reasoningTokens": 142, "visibleOutputTokens": 26, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000306, "reasoningUsd": 0.00142, "visibleOutputUsd": 0.00026, "totalUsd": 0.001986 }, "listUsd": 0.001986, "billedUsd": 0.001986, "latencyMs": 3591 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 125, "completionTokens": 74, "reasoningTokens": 71, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00025, "reasoningUsd": 0.00071, "visibleOutputUsd": 3e-05, "totalUsd": 0.00099 }, "listUsd": 0.00099, "billedUsd": 0.00099, "latencyMs": 2585 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000208, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000258 }, "listUsd": 0.000258, "billedUsd": 0.000258, "latencyMs": 1718 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 1048576}", "finishReason": "stop", "usage": { "promptTokens": 144, "completionTokens": 47, "reasoningTokens": 0, "visibleOutputTokens": 47, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000288, "reasoningUsd": 0, "visibleOutputUsd": 0.00047, "totalUsd": 0.000758 }, "listUsd": 0.000758, "billedUsd": 0.000758, "latencyMs": 1595 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected pricing" }, "output": "pricing", "finishReason": "stop", "usage": { "promptTokens": 111, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000222, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000272 }, "listUsd": 0.000272, "billedUsd": 0.000272, "latencyMs": 1718 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "Cheaper model succeeded extraction, failed complex multi-step arithmetic.", "finishReason": "stop", "usage": { "promptTokens": 150, "completionTokens": 30, "reasoningTokens": 0, "visibleOutputTokens": 30, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.0003, "reasoningUsd": 0, "visibleOutputUsd": 0.00030000000000000003, "totalUsd": 0.0006000000000000001 }, "listUsd": 0.0006000000000000001, "billedUsd": 0.0006, "latencyMs": 1942 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": 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"visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.000714 }, "listUsd": 0.000714, "billedUsd": 0.000714, "latencyMs": 2547 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 110, "detail": "expected 110" }, "output": "110", "finishReason": "stop", "usage": { "promptTokens": 112, "completionTokens": 58, "reasoningTokens": 54, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000224, "reasoningUsd": 0.00054, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.000804 }, "listUsd": 0.000804, "billedUsd": 0.000804, "latencyMs": 2859 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 49, "detail": "expected 49" }, "output": "49", "finishReason": "stop", "usage": { "promptTokens": 95, "completionTokens": 60, "reasoningTokens": 58, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00019, "reasoningUsd": 0.00058, "visibleOutputUsd": 1.9999999999999998e-05, "totalUsd": 0.0007900000000000001 }, "listUsd": 0.0007900000000000001, "billedUsd": 0.00079, "latencyMs": 2829 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "115", "finishReason": "stop", "usage": { "promptTokens": 82, "completionTokens": 253, "reasoningTokens": 250, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000164, "reasoningUsd": 0.0025, "visibleOutputUsd": 3e-05, "totalUsd": 0.002694 }, "listUsd": 0.002694, "billedUsd": 0.002694, "latencyMs": 4255 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 62, "detail": "expected 62" }, "output": "62", "finishReason": "stop", "usage": { "promptTokens": 85, "completionTokens": 35, "reasoningTokens": 31, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00017, "reasoningUsd": 0.00031, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0005200000000000001 }, "listUsd": 0.0005200000000000001, "billedUsd": 0.00052, "latencyMs": 2877 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 97, "completionTokens": 13, "reasoningTokens": 10, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000194, "reasoningUsd": 0.0001, "visibleOutputUsd": 3e-05, "totalUsd": 0.000324 }, "listUsd": 0.000324, "billedUsd": 0.000324, "latencyMs": 2449 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 105, "completionTokens": 66, "reasoningTokens": 62, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00021, "reasoningUsd": 0.00062, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.00087 }, "listUsd": 0.00087, "billedUsd": 0.00087, "latencyMs": 2964 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected Wednesday" }, "output": "Wednesday", 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10, "inputUsd": 0.000404, "reasoningUsd": 0.00113, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0015739999999999999 }, "listUsd": 0.0015739999999999999, "billedUsd": 0.001574, "latencyMs": 2787 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 1000, "detail": "expected 1000" }, "output": "1000", "finishReason": "stop", "usage": { "promptTokens": 214, "completionTokens": 108, "reasoningTokens": 104, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000428, "reasoningUsd": 0.00104, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0015079999999999998 }, "listUsd": 0.0015079999999999998, "billedUsd": 0.001508, "latencyMs": 3242 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 23, "detail": "expected 23" }, "output": "23", "finishReason": "stop", "usage": { "promptTokens": 145, "completionTokens": 107, "reasoningTokens": 104, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00029, "reasoningUsd": 0.00104, "visibleOutputUsd": 3e-05, "totalUsd": 0.00136 }, "listUsd": 0.00136, "billedUsd": 0.00136, "latencyMs": 3553 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected and" }, "output": "and", "finishReason": "stop", "usage": { "promptTokens": 149, "completionTokens": 102, "reasoningTokens": 98, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000298, "reasoningUsd": 0.00098, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0013180000000000002 }, "listUsd": 0.0013180000000000002, "billedUsd": 0.001318, "latencyMs": 3125 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "medium", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected EBDAC" }, "output": "EBDAC", "finishReason": "stop", "usage": { "promptTokens": 197, "completionTokens": 530, "reasoningTokens": 523, "visibleOutputTokens": 7, "reasoningReported": true, "reasoningOverReported": null, 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"listUsd": 0.002176, "billedUsd": 0.002176, "latencyMs": 4846 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 125, "completionTokens": 77, "reasoningTokens": 74, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00025, "reasoningUsd": 0.00074, "visibleOutputUsd": 3e-05, "totalUsd": 0.00102 }, "listUsd": 0.00102, "billedUsd": 0.00102, "latencyMs": 3405 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 5, "reasoningTokens": 0, "visibleOutputTokens": 5, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000208, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000258 }, "listUsd": 0.000258, "billedUsd": 0.000258, "latencyMs": 1542 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{\"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 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"inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000222, "reasoningUsd": 0, "visibleOutputUsd": 5e-05, "totalUsd": 0.000272 }, "listUsd": 0.000272, "billedUsd": 0.000272, "latencyMs": 1741 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "missing": [], "constraintFailures": [] }, "output": "Cheaper model succeeded extraction tasks but failed arithmetic.", "finishReason": "stop", "usage": { "promptTokens": 150, "completionTokens": 27, "reasoningTokens": 0, "visibleOutputTokens": 27, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.0003, "reasoningUsd": 0, "visibleOutputUsd": 0.00027, "totalUsd": 0.00057 }, "listUsd": 0.00057, "billedUsd": 0.00057, "latencyMs": 1789 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "{\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 124, "completionTokens": 92, "reasoningTokens": 59, "visibleOutputTokens": 33, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000248, "reasoningUsd": 0.00059, "visibleOutputUsd": 0.00033, "totalUsd": 0.001168 }, "listUsd": 0.001168, "billedUsd": 0.001168, "latencyMs": 2571 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude 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"category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 49, "detail": "expected 49" }, "output": "49", "finishReason": "stop", "usage": { "promptTokens": 95, "completionTokens": 107, "reasoningTokens": 104, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00019, "reasoningUsd": 0.00104, "visibleOutputUsd": 3e-05, "totalUsd": 0.00126 }, "listUsd": 0.00126, "billedUsd": 0.00126, "latencyMs": 4249 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "**115**", "finishReason": "stop", "usage": { "promptTokens": 82, "completionTokens": 511, "reasoningTokens": 505, "visibleOutputTokens": 6, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000164, "reasoningUsd": 0.005050000000000001, "visibleOutputUsd": 6e-05, "totalUsd": 0.005274000000000001 }, "listUsd": 0.005274000000000001, "billedUsd": 0.005274, "latencyMs": 5537 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 62, "detail": "expected 62" }, "output": "62", "finishReason": "stop", "usage": { "promptTokens": 85, "completionTokens": 37, "reasoningTokens": 34, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, 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"math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 105, "completionTokens": 79, "reasoningTokens": 75, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00021, "reasoningUsd": 0.0007499999999999999, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.001 }, "listUsd": 0.001, "billedUsd": 0.001, "latencyMs": 2868 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected Wednesday" }, "output": "Wednesday", "finishReason": "stop", "usage": { "promptTokens": 96, "completionTokens": 67, "reasoningTokens": 61, "visibleOutputTokens": 6, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000192, "reasoningUsd": 0.00061, "visibleOutputUsd": 6e-05, "totalUsd": 0.000862 }, "listUsd": 0.000862, "billedUsd": 0.000862, "latencyMs": 2524 }, { "taskId": "h-pricing-01", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 936, "detail": "expected 936" }, "output": "**$936**", "finishReason": "stop", "usage": { "promptTokens": 202, "completionTokens": 150, "reasoningTokens": 144, "visibleOutputTokens": 6, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000404, "reasoningUsd": 0.00144, "visibleOutputUsd": 6e-05, "totalUsd": 0.001904 }, "listUsd": 0.001904, "billedUsd": 0.001904, "latencyMs": 3695 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 1000, "detail": "expected 1000" }, "output": "1000", "finishReason": "stop", "usage": { "promptTokens": 214, "completionTokens": 143, "reasoningTokens": 139, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000428, "reasoningUsd": 0.00139, "visibleOutputUsd": 3.9999999999999996e-05, "totalUsd": 0.0018579999999999998 }, "listUsd": 0.0018579999999999998, "billedUsd": 0.001858, "latencyMs": 3265 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 23, "detail": "expected 23" }, "output": "23", "finishReason": "stop", "usage": { "promptTokens": 145, "completionTokens": 193, "reasoningTokens": 190, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.00029, "reasoningUsd": 0.0019000000000000002, "visibleOutputUsd": 3e-05, "totalUsd": 0.00222 }, "listUsd": 0.00222, "billedUsd": 0.00222, "latencyMs": 3741 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected and" }, "output": "and", "finishReason": "stop", "usage": { "promptTokens": 149, "completionTokens": 189, "reasoningTokens": 186, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000298, "reasoningUsd": 0.0018599999999999999, "visibleOutputUsd": 3e-05, "totalUsd": 0.002188 }, "listUsd": 0.002188, "billedUsd": 0.002188, "latencyMs": 4184 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected EBDAC" }, "output": "EBDAC", "finishReason": "stop", "usage": { "promptTokens": 197, "completionTokens": 782, "reasoningTokens": 774, "visibleOutputTokens": 8, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000394, "reasoningUsd": 0.0077399999999999995, "visibleOutputUsd": 7.999999999999999e-05, "totalUsd": 0.008213999999999999 }, "listUsd": 0.008213999999999999, "billedUsd": 0.008214, "latencyMs": 15666 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "claude-sonnet-5", "openrouterId": "anthropic/claude-sonnet-5", "label": "Claude Sonnet 5", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "{\"P\": \"knave\", \"Q\": \"knight\", \"R\": \"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 153, "completionTokens": 325, "reasoningTokens": 299, "visibleOutputTokens": 26, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 2, "outputPerM": 10, "inputUsd": 0.000306, "reasoningUsd": 0.00299, "visibleOutputUsd": 0.00026, "totalUsd": 0.0035559999999999997 }, "listUsd": 0.0035559999999999997, "billedUsd": 0.003556, "latencyMs": 5147 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 87, "completionTokens": 1, "reasoningTokens": 0, "visibleOutputTokens": 1, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 6.525e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.7499999999999997e-06, "totalUsd": 6.9e-05 }, "listUsd": 6.9e-05, "billedUsd": 6.9e-05, "latencyMs": 635 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 60, "completionTokens": 4, "reasoningTokens": 0, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 4.5e-05, "reasoningUsd": 0, "visibleOutputUsd": 1.4999999999999999e-05, "totalUsd": 6e-05 }, "listUsd": 6e-05, "billedUsd": 6e-05, "latencyMs": 822 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{ \"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 1048576 }", "finishReason": "stop", "usage": { "promptTokens": 95, "completionTokens": 52, "reasoningTokens": 0, "visibleOutputTokens": 52, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 7.125e-05, "reasoningUsd": 0, "visibleOutputUsd": 0.000195, "totalUsd": 0.00026625 }, "listUsd": 0.00026625, "billedUsd": 0.00026625, "latencyMs": 995 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "error", "error": "fetch failed", "correct": false, "billedUsd": 0 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 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"{\"correct\":2,\"totalCost\":0.06,\"costPerCorrect\":0.03}", "finishReason": "stop", "usage": { "promptTokens": 76, "completionTokens": 22, "reasoningTokens": 0, "visibleOutputTokens": 22, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 5.7e-05, "reasoningUsd": 0, "visibleOutputUsd": 8.25e-05, "totalUsd": 0.0001395 }, "listUsd": 0.0001395, "billedUsd": 0.0001395, "latencyMs": 1475 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 56, "completionTokens": 9, "reasoningTokens": 0, "visibleOutputTokens": 9, "reasoningReported": true, "reasoningOverReported": null, 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"visibleOutputUsd": 0.00012375, "totalUsd": 0.00017925 }, "listUsd": 0.00017925, "billedUsd": 0.00017925, "latencyMs": 987 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 400, "detail": "expected 401" }, "output": "400", "finishReason": "stop", "usage": { "promptTokens": 63, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 4.7249999999999997e-05, "reasoningUsd": 0, "visibleOutputUsd": 1.125e-05, "totalUsd": 5.85e-05 }, "listUsd": 5.85e-05, "billedUsd": 5.85e-05, "latencyMs": 1033 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 110, "detail": "expected 110" }, "output": "110", "finishReason": "stop", "usage": { "promptTokens": 73, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 5.475e-05, "reasoningUsd": 0, "visibleOutputUsd": 1.125e-05, "totalUsd": 6.6e-05 }, "listUsd": 6.6e-05, "billedUsd": 6.6e-05, "latencyMs": 2208 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "minimal", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 49, "detail": "expected 49" }, "output": "49", "finishReason": "stop", "usage": { "promptTokens": 63, 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0.0001035, "reasoningUsd": 0.0031725, "visibleOutputUsd": 1.125e-05, "totalUsd": 0.00328725 }, "listUsd": 0.00328725, "billedUsd": 0.00328725, "latencyMs": 5061 }, { "taskId": "h-logic-02", "category": "logic", "difficulty": "hard", "pricingId": "gemini-3.6-flash", "openrouterId": "google/gemini-3.6-flash", "label": "Gemini 3.6 Flash", "effort": "high", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "P": "knave", "Q": "knight", "R": "knight" }, "missing": [] }, "output": "{\"P\": \"knave\", \"Q\": \"knight\", \"R\": \"knight\"}", "finishReason": "stop", "usage": { "promptTokens": 104, "completionTokens": 783, "reasoningTokens": 764, "visibleOutputTokens": 19, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.75, "outputPerM": 3.75, "inputUsd": 7.8e-05, "reasoningUsd": 0.002865, "visibleOutputUsd": 7.125e-05, "totalUsd": 0.00301425 }, "listUsd": 0.00301425, "billedUsd": 0.00301425, "latencyMs": 4724 }, { "taskId": "math-002", "category": "reasoning", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 8, "detail": "expected 8" }, "output": "8", "finishReason": "stop", "usage": { "promptTokens": 82, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 5.4120000000000004e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 5.8080000000000006e-05 }, "listUsd": 5.8080000000000006e-05, "billedUsd": 8.9784e-05, "latencyMs": 2660 }, { "taskId": "math-008", "category": "reasoning", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 0.03, "detail": "expected 0.03" }, "output": "0.03", "finishReason": "stop", "usage": { "promptTokens": 62, "completionTokens": 4, "reasoningTokens": 0, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 4.092e-05, "reasoningUsd": 0, "visibleOutputUsd": 7.92e-06, "totalUsd": 4.884e-05 }, "listUsd": 4.884e-05, "billedUsd": 6.18e-05, "latencyMs": 1021 }, { "taskId": "extract-001", "category": "extraction", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "model": "Gemini Flash", "inputPerM": 0.3, "outputPerM": 2.5, "context": 1048576 }, "missing": [] }, "output": "{ \"model\": \"Gemini Flash\", \"inputPerM\": 0.30, \"outputPerM\": 2.50, \"context\": 1048576 }", "finishReason": "stop", "usage": { "promptTokens": 91, "completionTokens": 43, "reasoningTokens": 0, "visibleOutputTokens": 43, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 6.0060000000000004e-05, "reasoningUsd": 0, "visibleOutputUsd": 8.514e-05, "totalUsd": 0.0001452 }, "listUsd": 0.0001452, "billedUsd": 0.0001464, "latencyMs": 1941 }, { "taskId": "classify-001", "category": "classification", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected pricing" }, "output": "pricing", "finishReason": "stop", "usage": { "promptTokens": 65, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 4.29e-05, "reasoningUsd": 0, "visibleOutputUsd": 5.94e-06, "totalUsd": 4.884e-05 }, "listUsd": 4.884e-05, "billedUsd": 7.4124e-05, "latencyMs": 4235 }, { "taskId": "summ-001", "category": "summarization", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "missing": [], "constraintFailures": [ "wordCount=7, expected=8" ] }, "output": "Cheaper extraction succeeded; failed arithmetic, structured parsing.", "finishReason": "stop", "usage": { "promptTokens": 81, "completionTokens": 12, "reasoningTokens": 0, "visibleOutputTokens": 12, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 5.3460000000000007e-05, "reasoningUsd": 0, "visibleOutputUsd": 2.376e-05, "totalUsd": 7.722000000000001e-05 }, "listUsd": 7.722000000000001e-05, "billedUsd": 9.09e-05, "latencyMs": 1016 }, { "taskId": "code-004", "category": "coding", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": { "correct": 2, "totalCost": 0.06, "costPerCorrect": 0.03 }, "missing": [] }, "output": "{ \"correct\": 2, \"totalCost\": 0.06, \"costPerCorrect\": 0.03 }", "finishReason": "stop", "usage": { "promptTokens": 78, "completionTokens": 31, "reasoningTokens": 0, "visibleOutputTokens": 31, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 5.148e-05, "reasoningUsd": 0, "visibleOutputUsd": 6.138e-05, "totalUsd": 0.00011286 }, "listUsd": 0.00011286, "billedUsd": 0.0001167, "latencyMs": 666 }, { "taskId": "logic-009", "category": "instruction", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "expected z-ai-glm-5.2" }, "output": "z-ai-glm-5.2", "finishReason": "stop", "usage": { "promptTokens": 60, "completionTokens": 10, "reasoningTokens": 0, "visibleOutputTokens": 10, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 3.96e-05, "reasoningUsd": 0, "visibleOutputUsd": 1.98e-05, "totalUsd": 5.94e-05 }, "listUsd": 5.94e-05, "billedUsd": 6.9e-05, "latencyMs": 706 }, { "taskId": "pricing-004", "category": "pricing", "difficulty": "easy", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": { "inputCost": 1, "outputCost": 3, "totalCost": 4 }, "missing": [ { "key": "inputCost", "expected": 0.001, "actual": 1 }, { "key": "outputCost", "expected": 0.003, "actual": 3 }, { "key": "totalCost", "expected": 0.004, "actual": 4 } ] }, "output": "{ \"inputCost\": 1, \"outputCost\": 3, \"totalCost\": 4 }", "finishReason": "stop", "usage": { "promptTokens": 72, "completionTokens": 27, "reasoningTokens": 0, "visibleOutputTokens": 27, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 4.7520000000000006e-05, "reasoningUsd": 0, "visibleOutputUsd": 5.346e-05, "totalUsd": 0.00010098 }, "listUsd": 0.00010098, "billedUsd": 0.00015165, "latencyMs": 1127 }, { "taskId": "h-math-01", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 467, "detail": "expected 401" }, "output": "467", "finishReason": "stop", "usage": { "promptTokens": 64, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 4.224e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 4.6200000000000005e-05 }, "listUsd": 4.6200000000000005e-05, "billedUsd": 6.06e-05, "latencyMs": 1003 }, { "taskId": "h-math-02", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 511, "detail": "expected 110" }, "output": "511", "finishReason": "stop", "usage": { "promptTokens": 77, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 5.0820000000000005e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 5.478000000000001e-05 }, "listUsd": 5.478000000000001e-05, "billedUsd": 7.23e-05, "latencyMs": 1297 }, { "taskId": "h-math-03", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": null, "detail": "expected 49" }, "output": "The last two digits of \\(7^{2026}\\) are **49**.", "finishReason": "stop", "usage": { "promptTokens": 64, "completionTokens": 15, "reasoningTokens": 0, "visibleOutputTokens": 15, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 4.224e-05, "reasoningUsd": 0, "visibleOutputUsd": 2.97e-05, "totalUsd": 7.194e-05 }, "listUsd": 7.194e-05, "billedUsd": 8.9958e-05, "latencyMs": 2128 }, { "taskId": "h-math-04", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 115, "detail": "expected 115" }, "output": "115", "finishReason": "stop", "usage": { "promptTokens": 50, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 3.3e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 3.6960000000000005e-05 }, "listUsd": 3.6960000000000005e-05, "billedUsd": 5.6376e-05, "latencyMs": 902 }, { "taskId": "h-math-05", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 62, "detail": "expected 62" }, "output": "62", "finishReason": "stop", "usage": { "promptTokens": 50, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 3.3e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 3.6960000000000005e-05 }, "listUsd": 3.6960000000000005e-05, "billedUsd": 5.6376e-05, "latencyMs": 1925 }, { "taskId": "h-math-06", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "actual": 126, "detail": "expected 126" }, "output": "126", "finishReason": "stop", "usage": { "promptTokens": 59, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 45 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 3.894e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 4.2900000000000006e-05 }, "listUsd": 4.2900000000000006e-05, "billedUsd": 2.0776905e-05, "latencyMs": 2370 }, { "taskId": "h-prob-01", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": true, "grade": { "correct": true, "detail": "pattern ^5\\s*/\\s*12$" }, "output": "5/12", "finishReason": "stop", "usage": { "promptTokens": 62, "completionTokens": 4, "reasoningTokens": 0, "visibleOutputTokens": 4, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 4.092e-05, "reasoningUsd": 0, "visibleOutputUsd": 7.92e-06, "totalUsd": 4.884e-05 }, "listUsd": 4.884e-05, "billedUsd": 6.18e-05, "latencyMs": 3007 }, { "taskId": "h-date-01", "category": "math", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "detail": "expected Wednesday" }, "output": "Thursday", "finishReason": "stop", "usage": { "promptTokens": 60, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 3.96e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 4.356e-05 }, "listUsd": 4.356e-05, "billedUsd": 5.7e-05, "latencyMs": 1353 }, { "taskId": "h-pricing-01", "category": "pricing", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 6603, "detail": "expected 936" }, "output": "6603", "finishReason": "stop", "usage": { "promptTokens": 134, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 8.844000000000001e-05, "reasoningUsd": 0, "visibleOutputUsd": 5.94e-06, "totalUsd": 9.438000000000001e-05 }, "listUsd": 9.438000000000001e-05, "billedUsd": 0.0001251, "latencyMs": 608 }, { "taskId": "h-pricing-02", "category": "pricing", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 10200, "detail": "expected 1000" }, "output": "10200", "finishReason": "stop", "usage": { "promptTokens": 145, "completionTokens": 3, "reasoningTokens": 0, "visibleOutputTokens": 3, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 9.570000000000001e-05, "reasoningUsd": 0, "visibleOutputUsd": 5.94e-06, "totalUsd": 0.00010164000000000001 }, "listUsd": 0.00010164000000000001, "billedUsd": 0.00015855, "latencyMs": 508 }, { "taskId": "h-code-01", "category": "coding", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "actual": 67, "detail": "expected 23" }, "output": "67", "finishReason": "stop", "usage": { "promptTokens": 105, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 6.93e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 7.326e-05 }, "listUsd": 7.326e-05, "billedUsd": 9.75e-05, "latencyMs": 681 }, { "taskId": "h-code-02", "category": "coding", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": "DeepSeek V4 Pro", "effort": "none", "status": "ok", "correct": false, "grade": { "correct": false, "detail": "expected and" }, "output": "hat", "finishReason": "stop", "usage": { "promptTokens": 95, "completionTokens": 2, "reasoningTokens": 0, "visibleOutputTokens": 2, "reasoningReported": true, "reasoningOverReported": null, "cachedTokens": 0 }, "costBreakdown": { "inputPerM": 0.66, "outputPerM": 1.98, "inputUsd": 6.27e-05, "reasoningUsd": 0, "visibleOutputUsd": 3.96e-06, "totalUsd": 6.666e-05 }, "listUsd": 6.666e-05, "billedUsd": 8.85e-05, "latencyMs": 2401 }, { "taskId": "h-logic-01", "category": "logic", "difficulty": "hard", "pricingId": "deepseek-v4-pro", "openrouterId": "deepseek/deepseek-v4-pro", "label": 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