DeepSeek API Alternatives
DeepSeek is fine on its own — but here is every other provider we route to, compared on price, wire compatibility, and what a migration would actually cost in engineering time. We route to all 11, so this table has no reason to steer you anywhere in particular.
Provider comparison
| Provider | Median price/M | Median tok/s | Effort | Operational trade |
|---|---|---|---|---|
| Amazon | $0.11 | 108 | rewrite | No operational facts lost vs the source provider |
| Groq | $0.26 | 780 | config | Loses: no prompt caching |
| Mistral | $0.45 | 118 | config | Loses: no prompt caching |
| Cerebras | $1.41 | 2215 | config | Loses: no prompt caching |
| Z.ai | $2.15 | — | config | Loses: no prompt caching |
| Qwen | $2.80 | 49 | code-change | Loses: no prompt caching |
| xAI | $3.00 | 98 | config | Loses: no prompt caching |
| $3.38 | 114 | code-change | No operational facts lost vs the source provider | |
| OpenAI | $4.50 | 78 | config | No operational facts lost vs the source provider |
| Anthropic | $8.00 | 67 | code-change | No operational facts lost vs the source provider |
What your DeepSeek stack becomes
The closest cross-provider alternative for each of DeepSeek's top current models by price.
| DeepSeek model | Closest alternative | Effort | Price Δ | Biggest gap |
|---|---|---|---|---|
| DeepSeek V4 Pro | GLM-5.2 (Z.ai) | config | +295.4% | Loses prompt caching |
| DeepSeek V4 Flash | GPT-5.6 Luna (OpenAI) | config | +157.1% | None significant |
FAQ
What's the easiest provider to switch to from DeepSeek?
Groq — a config change, since it's fully OpenAI-compatible like DeepSeek.
Is switching away from DeepSeek worth it?
Depends on the model. Check the model-mapping table below: each of DeepSeek's current models is matched against its closest cross-provider alternative, with the price delta and what you'd give up.
Do I have to pick one provider?
No — All AI Ask routes to DeepSeek and every provider in the table below through one API key, so you can compare live instead of committing upfront.