DeepSeek has earned the title of budget AI disruptor in 2026. Their V3.2 models deliver flagship-quality output at prices that are 90% lower than OpenAI and Anthropic equivalents. If cost is your primary concern, DeepSeek is the obvious choice.
DeepSeek V3.2 Pricing
DeepSeek uses a unified pricing model with automatic disk-based caching:
- DeepSeek V3.2 Chat — $0.28/M input, $0.42/M output (standard). Cache hits drop to just $0.028/M input — 90% savings automatically.
- DeepSeek V3.2 Reasoner — Same pricing as Chat. Uses chain-of-thought reasoning with thinking tokens.
The Price Comparison That Matters
Here's how DeepSeek stacks up against the competition:
| Model | Input/1M | Output/1M | vs DeepSeek |
|---|---|---|---|
| DeepSeek V3.2 | $0.28 | $0.42 | — |
| GPT-5.4 | $2.50 | $15.00 | 9x more expensive |
| Claude Opus 4.6 | $5.00 | $25.00 | 18x more expensive |
| Gemini 2.5 Pro | $1.25 | $10.00 | 4.5x more expensive |
Automatic Caching: The Hidden Advantage
Unlike other providers where you must manually enable caching, DeepSeek's disk-based system caches automatically. Repeated prompts hit the cache without any code changes. Cache hit input costs drop to $0.028/M tokens — making DeepSeek not just the cheapest flagship, but absurdly cheap for repetitive workloads.
Trade-offs to Consider
DeepSeek isn't perfect for every use case:
- Rate limits can be tighter than OpenAI/Google during peak hours
- Content filtering differs from Western providers
- No free tier like Google Gemini offers
- Fewer model options — just two models vs OpenAI's 13+
For most developers building cost-sensitive applications, these trade-offs are worth the 90% savings.
DeepSeek on Third-Party Hosts
You can also access DeepSeek models through inference providers like Groq, Together AI, and Fireworks — often with faster inference speeds but at higher prices. Check our full pricing comparison to compare.
DeepSeek Models — Price per 1M Tokens
| Provider↑ | Model↕ | Input / 1M↕ | Cached / 1M↕ | Output / 1M↕ |
|---|---|---|---|---|
| DeepSeek | DeepSeek V3.2 (Chat) DeepSeek V3 | $0.28 | $0.028 | $0.42 |
| DeepSeek | DeepSeek V3.2 (Reasoner) DeepSeek V3 | $0.28 | $0.028 | $0.42 |
Compare All Providers
See how DeepSeek's pricing compares to every major AI API provider.