See key specs and per-benchmark scores for each model/mode. Scroll horizontally for all columns. 当前对比 2 个模型的评测数据与核心参数。

Kimi K2.6
Moonshot AI
Each axis is a category average, normalized to a 100-point radar.
Relative edge: AI Agent - 信息收集 +23.0 / Relative gap: OpenClaw智能体能力综合测评 -1.6
Relative edge: OpenClaw智能体能力综合测评 +1.6 / Relative gap: AI Agent - 信息收集 -23.0
Method: for each model and benchmark, the chart first averages all scores in the current mode scope instead of taking the best score, then averages those benchmark scores within each category. Only benchmarks with at least two selected models scored are included; missing values are not counted as zero.
Best overall
Kimi K2.6 · 79.73
Best single
Kimi K2.6 · GPQA Diamond 90.50
Modality coverage
Kimi K2.6 · 3 modalities
Head to head
6
Benchmarks
5
Wins
1
Losses
+8.65
Average diff
Compare benchmark results across thinking modes and tool usage.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
Complete scores for each model/mode across selected benchmarks.
6 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | Kimi K2.6 | Kimi K2 Thinking |
|---|---|---|
GPQA Diamond 综合评估 | 90.50Thinking Enabled | 84.50Thinking Enabled |
HLE 综合评估 | 54.00Thinking Enabled | Tools | 44.90Thinking Enabled | Tools |
LiveCodeBench 编程与软件工程 | 89.60Thinking Enabled | 83.10Thinking Enabled |
SWE-bench Verified 编程与软件工程 | 80.20Thinking Enabled | Tools | 71.30Thinking Enabled | Tools |
BrowseComp AI Agent - 信息收集 | 83.20Thinking Enabled | Tools | 60.20Thinking Enabled | Tools |
Claw Bench OpenClaw智能体能力综合测评 | 80.90Thinking Enabled | Tools | 82.50Thinking Enabled | Tools |
Side-by-side input/output token pricing
Licensing, MoE architecture, and multi-modality support.
| Features & specs | Kimi K2.6Moonshot AI | Kimi K2 ThinkingMoonshot AI |
|---|---|---|
Core specsRelease | 2026-04-20 | 2025-11-06 |
Context length | 256K | 256K |
Parameters | 10000 | 10400 |
Active parameters | 320 | 320 |
MoE | Yes | Yes |
Supported modes | 常规模式(Non-Thinking Mode)思考模式(Thinking Mode) | 思考模式(Thinking Mode) |
LicenseCode Open Source | Not provided | Not provided |
Weights Open Source | Not provided | Not provided |
Commercial use | 免费商用授权 | 免费商用授权 |
Modality supportText Input/Output | / | / |
Image Input/Output | / | Not provided |
Video Input/Output | / | Not provided |
ResourcesPaper / report | Kimi K2.6: Advancing Open-Source Coding | Introducing Kimi K2 Thinking |
DataLearner blog | Not provided | Moonshot AI 发布 Kimi K2 Thinking:连续执行200-300次顺序工具调用,人类最后难题评测得分超过所有模型,全球第一!依然免费开源商用! |

Kimi K2 Thinking
Moonshot AI