← 返回综合榜CAPABILITY PROFILE UNDERSTANDING THE RANK
查看 Grok 4.6 的完整证据 →
查看 GPT-5.6 Terra 的完整证据 →
查看 GLM-5.3 的完整证据 →
查看 Claude Opus 4.8 的完整证据 →
查看 GPT-5.6 Sol 的完整证据 →BEHIND THE SCORE
Kimi K3
Moonshot AI · 2026-07-16 发布 · 09/16 02:00 更新
分类成绩4 / 4 项分类
已有成绩20 项评测
上下文窗口104.9万 Token
API 输入 / 输出 · 每百万 Token¥20 / ¥100厂商官方价格 ↗
各有所长，看得更清楚。
每项能力单独计算。没有足够的实测，就留空。
不同分类的分数反映各自参照组中的排序支持，不能直接相加或用来比较不同能力的绝对高低。
综合名次，有多稳定？
依次移除一项评测或一家机构、调整单项权重与误差处理，观察排名怎样变化。
重新检查资格后的名次9—10 名
已完成的对照中均具备参评资格。保持原候选不变时为 9—10 名。这个范围不是置信区间，也不包含从未公开的成绩。
查看与附近模型的共同证据
净支持只看双方共同参加的评测。全局排序还需处理其他模型间的冲突，因此非相邻名次可能与单独比较不同。
Grok 4.617 项共同评测共同证据支持对方
双方共同拥有当前榜单 80.0% 的名义票权。下表展示原始成绩，已知误差的软化处理会影响净支持，不只数赢了几项。
| 共同评测 | 本模型 | 对方 | 票权 |
|---|---|---|---|
| Arena 创作盲选 ↗ | 1,458.4 | 1,451.3 | 5.0% |
| Arena Text ↗ | 1,484.8 | 1,455.6 | 5.0% |
| Arena WebDev ↗ | 1,674.3 | 1,617.6 | 2.4% |
| AA Index ↗ | 43.8 | 44.3 | 30.0% |
| DeepSWE v1.1 ↗ | 68.5% | 66.7% | 3.6% |
| Chess Puzzles ↗ | 39.0% | 31.0% | 1.8% |
| FrontierMath v2 · Tiers 1–3 ↗ | 72.2% | 66.0% | 3.6% |
| FrontierMath v2 · Tier 4 ↗ | 39.0% | 31.7% | 1.2% |
| GPQA Diamond ↗ | 93.1% | 93.2% | 2.0% |
| Mystery Game Puzzles ↗ | 26.0% | 34.0% | 1.2% |
| SimpleQA Verified ↗ | 50.6% | 48.9% | 4.0% |
| LiveBench · 编程 ↗ | 71.8% | 66.9% | 2.4% |
| LiveBench · 推理 ↗ | 87.6% | 91.5% | 4.2% |
| LiveBench · 语言与指令 ↗ | 78.4% | 77.8% | 3.0% |
| APEX-Agents 1.1 ↗ | 50.6% | 65.3% | 4.0% |
| TapTap Maker ↗ | 79.7% | 87.3% | 3.6% |
| Vals Finance Agent ↗ | 54.4% | 53.7% | 3.0% |
GPT-5.6 Terra19 项共同评测共同证据支持本模型
双方共同拥有当前榜单 86.0% 的名义票权。下表展示原始成绩，已知误差的软化处理会影响净支持，不只数赢了几项。
| 共同评测 | 本模型 | 对方 | 票权 |
|---|---|---|---|
| Arena 创作盲选 ↗ | 1,458.4 | 1,426.4 | 5.0% |
| Arena Text ↗ | 1,484.8 | 1,466 | 5.0% |
| Arena WebDev ↗ | 1,674.3 | 1,521.2 | 2.4% |
| AA Index ↗ | 43.8 | 42.3 | 30.0% |
| DeepSWE v1.1 ↗ | 68.5% | 69.6% | 3.6% |
| Chess Puzzles ↗ | 39.0% | 54.0% | 1.8% |
| FrontierMath v2 · Tiers 1–3 ↗ | 72.2% | 86.0% | 3.6% |
| FrontierMath v2 · Tier 4 ↗ | 39.0% | 70.7% | 1.2% |
| GPQA Diamond ↗ | 93.1% | 93.3% | 2.0% |
| Mystery Game Puzzles ↗ | 26.0% | 35.0% | 1.2% |
| SimpleQA Verified ↗ | 50.6% | 43.2% | 4.0% |
| Creative Writing v3 ↗ | 2,070.6 | 1,850.3 | 3.6% |
| Longform Writing ↗ | 79.6 | 78 | 2.4% |
| LiveBench · 编程 ↗ | 71.8% | 66.6% | 2.4% |
| LiveBench · 推理 ↗ | 87.6% | 92.8% | 4.2% |
| LiveBench · 语言与指令 ↗ | 78.4% | 73.8% | 3.0% |
| APEX-Agents 1.1 ↗ | 50.6% | 58.2% | 4.0% |
| TapTap Maker ↗ | 79.7% | 81.8% | 3.6% |
| Vals Finance Agent ↗ | 54.4% | 54.4% | 3.0% |
GLM-5.319 项共同评测共同证据支持对方
双方共同拥有当前榜单 86.0% 的名义票权。下表展示原始成绩，已知误差的软化处理会影响净支持，不只数赢了几项。
| 共同评测 | 本模型 | 对方 | 票权 |
|---|---|---|---|
| Arena 创作盲选 ↗ | 1,458.4 | 1,462.4 | 5.0% |
| Arena Text ↗ | 1,484.8 | 1,483 | 5.0% |
| Arena WebDev ↗ | 1,674.3 | 1,614.4 | 2.4% |
| AA Index ↗ | 43.8 | 44.9 | 30.0% |
| DeepSWE v1.1 ↗ | 68.5% | 69.0% | 3.6% |
| Chess Puzzles ↗ | 39.0% | 21.0% | 1.8% |
| FrontierMath v2 · Tiers 1–3 ↗ | 72.2% | 68.8% | 3.6% |
| FrontierMath v2 · Tier 4 ↗ | 39.0% | 29.3% | 1.2% |
| GPQA Diamond ↗ | 93.1% | 90.9% | 2.0% |
| Mystery Game Puzzles ↗ | 26.0% | 33.0% | 1.2% |
| SimpleQA Verified ↗ | 50.6% | 41.0% | 4.0% |
| Creative Writing v3 ↗ | 2,070.6 | 2,064.1 | 3.6% |
| Longform Writing ↗ | 79.6 | 81.8 | 2.4% |
| LiveBench · 编程 ↗ | 71.8% | 69.9% | 2.4% |
| LiveBench · 推理 ↗ | 87.6% | 86.9% | 4.2% |
| LiveBench · 语言与指令 ↗ | 78.4% | 74.6% | 3.0% |
| APEX-Agents 1.1 ↗ | 50.6% | 56.6% | 4.0% |
| TapTap Maker ↗ | 79.7% | 83.6% | 3.6% |
| Vals Finance Agent ↗ | 54.4% | 55.8% | 3.0% |
Claude Opus 4.820 项共同评测共同证据支持本模型
双方共同拥有当前榜单 88.0% 的名义票权。下表展示原始成绩，已知误差的软化处理会影响净支持，不只数赢了几项。
| 共同评测 | 本模型 | 对方 | 票权 |
|---|---|---|---|
| Arena 创作盲选 ↗ | 1,458.4 | 1,464.5 | 5.0% |
| Arena Text ↗ | 1,484.8 | 1,481.4 | 5.0% |
| Arena WebDev ↗ | 1,674.3 | 1,558.8 | 2.4% |
| AA Index ↗ | 43.8 | 42 | 30.0% |
| DeepSWE v1.1 ↗ | 68.5% | 59.0% | 3.6% |
| Chess Puzzles ↗ | 39.0% | 34.0% | 1.8% |
| FrontierMath v2 · Tiers 1–3 ↗ | 72.2% | 80.0% | 3.6% |
| FrontierMath v2 · Tier 4 ↗ | 39.0% | 56.1% | 1.2% |
| GPQA Diamond ↗ | 93.1% | 91.0% | 2.0% |
| Mystery Game Puzzles ↗ | 26.0% | 36.0% | 1.2% |
| SimpleQA Verified ↗ | 50.6% | 53.0% | 4.0% |
| Creative Writing v3 ↗ | 2,070.6 | 1,835.2 | 3.6% |
| Longform Writing ↗ | 79.6 | 80.8 | 2.4% |
| LiveBench · 编程 ↗ | 71.8% | 66.2% | 2.4% |
| LiveBench · 推理 ↗ | 87.6% | 91.8% | 4.2% |
| LiveBench · 语言与指令 ↗ | 78.4% | 75.8% | 3.0% |
| APEX-Agents 1.1 ↗ | 50.6% | 48.9% | 4.0% |
| TapTap Maker ↗ | 79.7% | 82.8% | 3.6% |
| τ³-Banking ↗ | 37.1% | 39.7% | 2.0% |
| Vals Finance Agent ↗ | 54.4% | 53.9% | 3.0% |
GPT-5.6 Sol20 项共同评测共同证据支持对方
双方共同拥有当前榜单 88.0% 的名义票权。下表展示原始成绩，已知误差的软化处理会影响净支持，不只数赢了几项。
| 共同评测 | 本模型 | 对方 | 票权 |
|---|---|---|---|
| Arena 创作盲选 ↗ | 1,458.4 | 1,473.1 | 5.0% |
| Arena Text ↗ | 1,484.8 | 1,483.5 | 5.0% |
| Arena WebDev ↗ | 1,674.3 | 1,617.3 | 2.4% |
| AA Index ↗ | 43.8 | 47.1 | 30.0% |
| DeepSWE v1.1 ↗ | 68.5% | 72.7% | 3.6% |
| Chess Puzzles ↗ | 39.0% | 55.0% | 1.8% |
| FrontierMath v2 · Tiers 1–3 ↗ | 72.2% | 89.1% | 3.6% |
| FrontierMath v2 · Tier 4 ↗ | 39.0% | 82.9% | 1.2% |
| GPQA Diamond ↗ | 93.1% | 93.5% | 2.0% |
| Mystery Game Puzzles ↗ | 26.0% | 58.0% | 1.2% |
| SimpleQA Verified ↗ | 50.6% | 69.7% | 4.0% |
| Creative Writing v3 ↗ | 2,070.6 | 1,963.4 | 3.6% |
| Longform Writing ↗ | 79.6 | 81.7 | 2.4% |
| LiveBench · 编程 ↗ | 71.8% | 70.1% | 2.4% |
| LiveBench · 推理 ↗ | 87.6% | 93.9% | 4.2% |
| LiveBench · 语言与指令 ↗ | 78.4% | 79.8% | 3.0% |
| APEX-Agents 1.1 ↗ | 50.6% | 51.4% | 4.0% |
| TapTap Maker ↗ | 79.7% | 86.5% | 3.6% |
| τ³-Banking ↗ | 37.1% | 46.9% | 2.0% |
| Vals Finance Agent ↗ | 54.4% | 53.8% | 3.0% |
每一项成绩，都有来处。
下面是该模型的公开汇总成绩。展开可查看运行配置与采用方式。
