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AI Pricing Guru Labs · Video generation

What AI video really costs after failed and unusable footage

Compare today's list price with the measured accepted-footage cost from our 2026-09-17 run.

Current CogVideoX-3 list price and access versus historical measured cost
Current list price$0.20 / video
Price verified 2026-10-21
Measured accepted-second cost$0.0516
Historical 2026-09-17 run; not a new test
Documented duration / access5 or 10 seconds · direct API
Access verified 2026-10-21; separate from Coding Plan quota

Official list-price source · How we verify

See measured results Read the test contract Z.ai measurements · Novita partner Prices monitored daily

First measured result

CogVideoX-3 needed 29% more budget than clean per-second math

The 2026-09-17 run's $0.20 per-video baseline works out to $0.0400 per requested second for this five-second setup. One billed request was not retrievable and four sampled seconds failed the usability rule, raising the observed cost to $0.0516 per accepted second.

Direct requests

8

$1.60 billed

Completion

87.5%

7/8 retrievable

Accepted footage

31s

77.5% of requested time

Effective cost

$0.0516

Per accepted second

Nominal five-second rate$0.0400
Measured accepted-footage rate$0.0516
$0.00$0.03$0.06 / accepted second
Open the full CogVideoX-3 result →

Experiment roster

Measured evidence first; provider claims stay separate

Z.ai

Measured

CogVideoX-3

8 direct API requests · 31 accepted seconds

View evidence →

Z.ai

Next run

CogVideoX-3 stress test

A larger prompt set for motion, camera control, exact text, and repeatability

See the run design ↓

Z.ai

Next run

GLM video understanding

Timestamped extraction and pricing questions from short generated clips

See the run design ↓

Shared test contract

Every provider faces the same buyer-focused accounting

01 · Repeat

Multiple attempts

We repeat each prompt and modality so a single lucky clip cannot decide the verdict.

02 · Preserve

Billing + outputs

Request state, task IDs, latency, output hashes, failures, and observed billing are retained.

03 · Grade

Usable footage

Prompt adherence, temporal consistency, text accuracy, and severe artifacts are scored separately.

04 · Normalize

Accepted-output cost

We report cost per accepted clip and usable second, including billed failures and rejected footage.

Next: larger Z.ai benchmark wave

More generation stress tests plus video-understanding checks

The next runs stay on earned Z.ai bonus credit: a larger CogVideoX-3 prompt set for motion, camera control, exact text, and repeatability, followed by timestamped video-understanding tasks. Results will appear here only after billing evidence, outputs, grading, maintained official price sources, and independent verification are complete.

Check Novita's current video API catalog →

Partner note: Novita is a separate commercial alternative, not the provider behind the Z.ai measurements above. We may earn a commission at no extra cost to you.

Current CogVideoX-3 price verified ; API access verified 2026-10-21. Data owner: AI Pricing Guru Data. Re-verification cadence: daily. Benchmark measured 2026-09-17; findings describe only the tested settings and prompts.