Groq API Alternatives
Groq 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 | Loses: no free tier |
| DeepSeek | $0.36 | 100 | config | Loses: no batch discount, no free tier, no documented data residency |
| Mistral | $0.45 | 118 | config | No operational facts lost vs the source provider |
| Cerebras | $1.41 | 2215 | config | Loses: no batch discount |
| Z.ai | $2.15 | — | config | Loses: no batch discount, no documented data residency |
| Qwen | $2.80 | 49 | code-change | Loses: no batch discount |
| xAI | $3.00 | 98 | config | Loses: no batch discount, no documented data residency |
| $3.38 | 114 | code-change | No operational facts lost vs the source provider | |
| OpenAI | $4.50 | 78 | config | Loses: no free tier |
| Anthropic | $8.00 | 67 | code-change | Loses: no free tier, no documented data residency |
What your Groq stack becomes
The closest cross-provider alternative for each of Groq's top current models by price.
| Groq model | Closest alternative | Effort | Price Δ | Biggest gap |
|---|---|---|---|---|
| Qwen 3.8 30B | GPT-OSS 120B (Cerebras) (Cerebras) | config | -62.5% | No vision input |
| GPT-OSS 120B | GPT-OSS 120B (Cerebras) (Cerebras) | config | +71.4% | Loses the 50% batch discount |
| GPT-OSS 20B | GPT-OSS 120B (Cerebras) (Cerebras) | config | +242.9% | Loses the 50% batch discount |
FAQ
What's the easiest provider to switch to from Groq?
DeepSeek — a config change, since it's fully OpenAI-compatible like Groq.
Is switching away from Groq worth it?
Depends on the model. Check the model-mapping table below: each of Groq'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 Groq and every provider in the table below through one API key, so you can compare live instead of committing upfront.