Kimi K2.6
kimi-k2
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
ReasoningTool CallingAttachmentsStructured OutputOpen Weights
Context Window
262K
Max Output
262K
Temperature
Yes
Open Weights
Yes
Knowledge Cutoff
2025-01
Released
2026-04-21
Last Updated
2026-04-21
Modalities
Input:TextImageVideo
→Output:Text
Benchmarks
| Benchmark | Score | Metric | Harness |
|---|---|---|---|
| SWE-Bench Verified | 80.2 | resolved | - |
| Artificial Analysis Coding Agent Index | 50.5 | average pass@1 | Claude Code |
| SWE-Atlas Codebase QnA | 59.8 | pass@1 | Claude Code |
| SWE-Bench Pro | 27.3 | pass@1 | Claude Code |
| Terminal-Bench | 64.3 | pass@1 | Claude Code |
Available Providers (11)
| Provider | Input /1M | Output /1M | Cache Read /1M | Cache Write /1M | Reasoning | Status |
|---|---|---|---|---|---|---|
 Vercel AI Gateway | Rp 17.133 | Rp 72.135 | Rp 2.886 | — | toggle | — |
 NovitaAI | Rp 14.427 | Rp 61.315 | Rp 2.886 | — | toggle | — |
 ZenMux | Rp 17.133 | Rp 72.135 | Rp 2.886 | — | toggle | — |
 Merge Gateway | Rp 17.133 | Rp 72.135 | — | — | toggle, budget_tokens | — |
 Nvidia | Gratis | Gratis | — | — | effort | — |
 Kilo Gateway | Rp 13.526 | Rp 63.118 | Rp 6.763 | — | toggle | — |
 OpenRouter | Rp 11.903 | Rp 61.495 | Rp 2.525 | — | ✓ | — |
 FastRouter | Rp 13.526 | Rp 63.118 | — | — | toggle | — |
 NanoGPT | Rp 9.558 | Rp 49.233 | — | — | — | — |
 Lilac | Rp 12.624 | Rp 63.118 | Rp 3.607 | — | toggle | — |
 Ambient | Rp 17.133 | Rp 72.135 | Rp 3.607 | Gratis | ✓ | — |