Codestral 25.08 vs Kimi K3
Codestral 25.08 and Kimi K3 are both current production-tier models. Codestral 25.08 is meaningfully cheaper at $0.30 / $0.90 per 1M. Kimi K3 has a 1.0M context window — about 4× the 256k of Codestral 25.08. Kimi K3 leads on coding, reasoning, general knowledge.
Specs side by side
| Metric | Mistral AI Codestral 25.08 | Z.ai Kimi K3 |
|---|---|---|
| Input price (per 1M) | $0.3 | $3 |
| Output price (per 1M) | $0.9 | $15 |
| Context window | 256k tokens | 1.0M tokens |
| Speed tier | fast | balanced |
| Open weights | Yes | No |
| EU region | Yes | No |
| Free tier | La Plateforme | No |
| Prompt caching | No | Yes |
| Vision input | No | Yes |
| Extended thinking | No | Yes |
When to choose each
Choose Codestral 25.08 if…
- Cost is a priority ($0.30 / $0.90 per 1M vs $3 / $15 per 1M)
- You need open weights for self-hosting or fine-tuning
- EU data residency is required
- HIPAA eligibility is required
- You want a free tier for prototyping
Choose Kimi K3 if…
- You need 1.0M context (4× more than Codestral 25.08)
- You need image input / vision
- Coding is central to your workload
- Reasoning is central to your workload
Benchmark delta
Codestral 25.08 leads on
Codestral 25.08 has no meaningful benchmark lead in this pair.
Kimi K3 leads on
- Coding
- Reasoning
- General knowledge
- Long-context retrieval
- Instruction following
- Multilingual
- Tool use
FAQ — Codestral 25.08 vs Kimi K3
Codestral 25.08 vs Kimi K3 — which is better?
Codestral 25.08 and Kimi K3 are both current production-tier models. Codestral 25.08 is meaningfully cheaper at $0.30 / $0.90 per 1M. Kimi K3 has a 1.0M context window — about 4× the 256k of Codestral 25.08. Kimi K3 leads on coding, reasoning, general knowledge. 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 Kimi K3?
Codestral 25.08 costs $0.30 / $0.90 per 1M vs Kimi K3 at $3 / $15 per 1M. Codestral 25.08 is cheaper on output tokens by roughly 1567%. Both support prompt caching, which reduces effective cost by 80-90% on repeat system prompts.
Does Codestral 25.08 or Kimi K3 have the bigger context window?
Kimi K3 has a 1.0M-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 Kimi K3?
Codestral 25.08: yes — Free tier for prototyping with rate limits. Kimi K3: no — No free API tier; kimi.com web chat is free with limits.
Which is better for coding — Codestral 25.08 or Kimi K3?
Kimi K3 leads on coding benchmarks (Codestral 25.08: 90/100, Kimi K3: 95/100). For production coding agents also weigh tool-use performance — Codestral 25.08 scores 78, Kimi K3 scores 90.