Compare AI models
| Specifications | ||
ParametersThe learned values that shape how a model responds. B means billion and T means trillion. For mixture-of-experts models, the total count is larger than the number active for each token. Parameter count alone does not measure quality. | 7B | 1T |
Context windowHow much information the model can work with in one request, measured in tokens — pieces of words or other data. This includes your question, attachments, conversation and reply. Limits can vary by model variant and provider. | 256k | 256k |
| API pricingUSD per 1M tokens · lower wins | ||
Cheapest inputLowest input rate across every provider on OpenRouter, the lab included. The cheapest endpoint may run a quantised build or a shorter context — see "Available from" on the model page. | — | $0.60Novita |
Cheapest outputLowest output rate across every provider on OpenRouter, the lab included. May come from a different provider than the cheapest input. | — | $2.50Novita |
| — | $245Novita · fp8 | |
| These models have no shared benchmark scores. | ||
SWE-Bench VerifiedCoding — Real coding tasks pulled from open-source projects — the AI has to find and fix actual bugs. A human-checked version of the original SWE-Bench. Higher is better. | — | 65.8% |
GPQA DiamondScience — Graduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | — | 75.1% |
| Overview | ||
| Company | Mistral | Moonshot AI |
| Release date | Jul 16 2024 | Sep 5 2025 |
| Access | Open Weight | Open Weight |
| Model details | View model | View model |
Other comparisons
Codestral Mamba 7BvsClaude Haiku 5.5Kimi K2 (0905)vsClaude Haiku 5.5Codestral Mamba 7BvsGPT-6.1 SolKimi K2 (0905)vsGPT-6.1 SolCodestral Mamba 7BvsGemini 4 ArgonKimi K2 (0905)vsGemini 4 ArgonCodestral Mamba 7BvsMuse Spark OpenKimi K2 (0905)vsMuse Spark OpenCodestral Mamba 7BvsGrok 4.7Kimi K2 (0905)vsGrok 4.7Codestral Mamba 7BvsDeepSeek-V4.1-Flash-1017Kimi K2 (0905)vsDeepSeek-V4.1-Flash-1017Frequently asked questions
Codestral Mamba 7B and Kimi K2 (0905) don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Codestral Mamba 7B shipped 416 days before Kimi K2 (0905), so benchmark comparisons should account for the intervening progress.
Codestral Mamba 7B has 7B parameters, while Kimi K2 (0905) has 1T. Context windows are 256k (Codestral Mamba 7B) vs 256k (Kimi K2 (0905)).
Direct benchmark comparisons are unavailable — Codestral Mamba 7B and Kimi K2 (0905) don't publish scores on any of the same benchmarks.