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. | — | 2.8T |
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. | 1M | 1M |
| 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. | 12.5% | — |
| Overview | ||
| Company | Moonshot AI | |
| Release date | Feb 5 2025 | Oct 23 2026 |
| Access | Closed | Closed |
| Model details | View model | View model |
Other comparisons
Gemini 2.0 Flash-LitevsClaude Haiku 5.5Kimi K3.1 Pro HighspeedvsClaude Haiku 5.5Gemini 2.0 Flash-LitevsGPT-6.1 SolKimi K3.1 Pro HighspeedvsGPT-6.1 SolGemini 2.0 Flash-LitevsMuse Spark OpenKimi K3.1 Pro HighspeedvsMuse Spark OpenGemini 2.0 Flash-LitevsGrok 4.7Kimi K3.1 Pro HighspeedvsGrok 4.7Gemini 2.0 Flash-LitevsDeepSeek-V4.1-Flash-1017Kimi K3.1 Pro HighspeedvsDeepSeek-V4.1-Flash-1017Gemini 2.0 Flash-LitevsMistral Large 4Kimi K3.1 Pro HighspeedvsMistral Large 4Frequently asked questions
Gemini 2.0 Flash-Lite and Kimi K3.1 Pro Highspeed don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Gemini 2.0 Flash-Lite shipped 625 days before Kimi K3.1 Pro Highspeed, so benchmark comparisons should account for the intervening progress.
Context windows are 1M (Gemini 2.0 Flash-Lite) vs 1M (Kimi K3.1 Pro Highspeed).
Direct benchmark comparisons are unavailable — Gemini 2.0 Flash-Lite and Kimi K3.1 Pro Highspeed don't publish scores on any of the same benchmarks.