Codestral 25.08 vs Gemini 3.1 Flash-Lite
Codestral 25.08 and Gemini 3.1 Flash-Lite are both current production-tier models. Codestral 25.08 is meaningfully cheaper at $0.30 / $0.90 per 1M. Gemini 3.1 Flash-Lite has a 1M context window — about 4× the 256k of Codestral 25.08. Codestral 25.08 leads on coding, reasoning. Gemini 3.1 Flash-Lite leads on long-context retrieval, multilingual.
Specs side by side
| Metric | Mistral AI Codestral 25.08 | Google Gemini 3.1 Flash-Lite |
|---|---|---|
| Input price (per 1M) | $0.3 | $0.25 |
| Output price (per 1M) | $0.9 | $1.5 |
| Context window | 256k tokens | 1M tokens |
| Speed tier | fast | ultra |
| Open weights | Yes | No |
| EU region | Yes | Yes |
| Free tier | La Plateforme | Google AI Studio |
| Prompt caching | No | No |
| Vision input | No | Yes |
| Extended thinking | No | No |
When to choose each
Choose Codestral 25.08 if…
- You need open weights for self-hosting or fine-tuning
- HIPAA eligibility is required
- Coding is central to your workload
- Reasoning is central to your workload
Choose Gemini 3.1 Flash-Lite if…
- You need 1M context (4× more than Codestral 25.08)
- You need image input / vision
- Long-context retrieval is central to your workload
- Multilingual is central to your workload
Benchmark delta
Codestral 25.08 leads on
- Coding
- Reasoning
Gemini 3.1 Flash-Lite leads on
- Long-context retrieval
- Multilingual
FAQ — Codestral 25.08 vs Gemini 3.1 Flash-Lite
Codestral 25.08 vs Gemini 3.1 Flash-Lite — which is better?
Codestral 25.08 and Gemini 3.1 Flash-Lite are both current production-tier models. Codestral 25.08 is meaningfully cheaper at $0.30 / $0.90 per 1M. Gemini 3.1 Flash-Lite has a 1M context window — about 4× the 256k of Codestral 25.08. Codestral 25.08 leads on coding, reasoning. Gemini 3.1 Flash-Lite leads on long-context retrieval, multilingual. The right pick depends on your use case — see "When to choose each" above for a data-driven decision.
How does Codestral 25.08 pricing compare to Gemini 3.1 Flash-Lite?
Codestral 25.08 costs $0.30 / $0.90 per 1M vs Gemini 3.1 Flash-Lite at $0.25 / $1.5 per 1M. Codestral 25.08 is cheaper on output tokens by roughly 67%.
Does Codestral 25.08 or Gemini 3.1 Flash-Lite have the bigger context window?
Gemini 3.1 Flash-Lite has a 1M-token context window — 4× the 256k context of Codestral 25.08. Enough for entire codebases, books, or multi-document RAG.
Is there a free tier for Codestral 25.08 or Gemini 3.1 Flash-Lite?
Codestral 25.08: yes — Free tier for prototyping with rate limits. Gemini 3.1 Flash-Lite: yes — Reduced daily quota; most generous free tier of any frontier lab.
Which is better for coding — Codestral 25.08 or Gemini 3.1 Flash-Lite?
Codestral 25.08 leads on coding benchmarks (Codestral 25.08: 90/100, Gemini 3.1 Flash-Lite: 72/100). For production coding agents also weigh tool-use performance — Codestral 25.08 scores 78, Gemini 3.1 Flash-Lite scores 76.