DeepSeek vs OpenAI Pricing 2026
Published September 15, 2026
DeepSeek and OpenAI are two of the most popular LLM API providers. This side-by-side comparison covers pricing, capabilities, and which one makes sense for your use case.
Pricing Comparison Table
| Provider | Model | Input/M | Output/M | Best For |
|---|---|---|---|---|
| DeepSeek | V4.1 Flash (off-peak) | $0.15 | $0.60 | Budget tasks |
| DeepSeek | V4 Pro (off-peak) | $0.66 | $1.98 | Reasoning |
| OpenAI | GPT-4o-mini | $0.15 | $0.60 | Simple tasks |
| OpenAI | GPT-4o | $2.50 | $10.00 | General |
| OpenAI | GPT-5 | $5.00 | $20.00 | Advanced |
| OpenAI | GPT-6 Luna | $1.20 | $4.80 | Fast & capable |
| OpenAI | GPT-6 Terra | $12.00 | $48.00 | Complex reasoning |
| AI24X | Flash (managed) | — | $0.35 | Everyday use |
| AI24X | Pro (managed) | — | $1.05 | High-value |
AI24X managed-tier prices ($0.35 Flash, $1.05 Pro) are per million output tokens; the official rates above are list prices and can change, so check the current figures on the pricing page before budgeting.
Key Differences
- Peak pricing: DeepSeek charges 2x during its peak window (01:00–04:00 and 06:00–10:00 UTC, Monday to Friday). OpenAI has flat pricing.
- Cache hits: DeepSeek offers deep discounts on cache hits ($0.003/M vs $0.15/M off-peak). OpenAI does not discount cache.
- Model range: OpenAI offers more model variants (GPT-4o-mini through GPT-6 Terra). DeepSeek has two core models.
- Vision: Both support image understanding.
- Tool calling: Both support function calling.
Which Should You Choose?
Choose DeepSeek if: You can batch requests during off-peak hours, your prompts have high cache hit potential, and you need strong reasoning at a lower price point.
Choose OpenAI if: You need flat predictable pricing, access to the full GPT-6 model range, or prefer US-based infrastructure.
Choose AI24X if: You want both — access DeepSeek and OpenAI models through one API key with managed pricing, with published discounts of 71%, 91% and 96% on GPT-6 Luna, Terra and Sol respectively.
How to Read the Peak/Off-Peak Split
DeepSeek's peak window (01:00–04:00 and 06:00–10:00 UTC, Monday to Friday) leaves most of the day — and all weekend — at off-peak rates. If your batch jobs can be scheduled outside the peak window, the effective discount compounds; interactive traffic that must run during peak simply pays the 2x rate. Cache hits are a second lever: repeated system prompts and long shared contexts hit the cache discount regardless of the clock.
Migrating Between Providers
Moving from OpenAI-style code to DeepSeek — or to AI24X managed tiers — keeps the request shape: change the base URL and the model id, keep the SDK. What changes in practice is the metering: token pricing, rate limits, and the peak schedule. Run your eval set on both before switching; the migration guide covers the steps and the pitfalls in detail.
FAQ
Is DeepSeek always cheaper than OpenAI?
Not always at the bottom tier — DeepSeek Flash off-peak is priced close to GPT-4o-mini in the table above. The gap opens against the larger OpenAI models, where DeepSeek delivers reasoning-class output at a fraction of the rate.
What counts as a cache hit?
When your prompt shares a long prefix with a recent request — common with fixed system prompts or repeated document context — the repeated portion can be served from cache at a deep discount. Structuring prompts so the shared part comes first raises hit rates.
Can I use both providers with one API key?
Yes. Through AI24X, DeepSeek and OpenAI models are served by the same OpenAI-compatible endpoint — switching is a model-id change, not a new integration.
Model pages: DeepSeek API on AI24X · VIP named models
Related: DeepSeek API Pricing 2026 · How to Use DeepSeek API · LLM API Pricing Comparison · Cheaper Alternative to GPT