Epoch AI 能力指数
Epoch AI Capabilities Index把多套公开基准的通过率拟合成同一条能力尺度（ECI），分数越高代表综合能力越强，可跨模型比较相对位置。
收录成绩
270 个模型
ECI 分 · 数据日期 2026-10-28 23:58
本页收录 270 个模型的ECI 分成绩，榜首是 Claude Opus 5.5（168.83）， 榜内平均 132.5。 这份数据的时间是 2026-10-28 23:58（北京时间）。
收录条数
270
各榜官方公布，条条可回查
主指标
ECI 分
把多套公开基准的通过率拟合成同一条能力尺度（ECI），分数越高代表综合能力越强，可跨模型比较相对位置。
平均分
132.5
同榜内直接可比
数据日期
2026-10-28 23:58
这一批成绩的公布时间
ECI 分 排名
Epoch AI · 270 个模型名次与分数均取自官方榜单，与官方一致。条形长度按当前这些成绩里的最大值算，领跑那条填满整列，其余按比例缩短（灰斜纹是「额外真实缺陷」，只与同列比、不与分数比）。官方没给的数据显示「—」。
| 名次 | 模型 | 95% 区间（±） | ECI 分 | 说明 |
|---|---|---|---|---|
| 1 |
Claude Opus 5.5
|
4.3 | 168.83 | 2026-09-22 |
| 2 |
GPT-6 Astra
|
4.5 | 168.81 | 2026-09-03 |
| 3 |
GPT-6.1 Sol
|
4.7 | 168.37 | 2026-09-29 |
| 4 |
Claude Fable 5.1
|
3.9 | 166.49 | 2026-09-01 |
| 5 |
Gemini 4 Argon
|
4.1 | 166.45 | 2026-09-30 |
| 6 |
Claude Sonnet 5.5
|
4.1 | 166.18 | 2026-09-28 |
| 7 |
Claude Opus 5
|
3.6 | 163.94 | 2026-07-24 |
| 8 |
GPT-6 Sol
|
3.3 | 163.73 | 2026-09-22 |
| 9 |
Claude Fable 5
|
3.8 | 163.42 | 2026-06-09 |
| 10 |
GPT-5.5 Pro
|
3.3 | 162.91 | 2026-04-23 |
| 11 |
GPT-5.6 Sol
|
3.5 | 162.79 | 2026-07-09 |
| 12 |
Muse Wonder
|
3 | 161.85 | 2026-10-12 |
| 13 |
GPT-5.6 Terra
|
3 | 160.09 | 2026-07-09 |
| 14 |
GPT-5.5
|
3.2 | 159.68 | 2026-04-23 |
| 15 |
GPT-5.4 Pro
|
2.8 | 159.57 | 2026-03-05 |
| 16 |
Claude Haiku 5.5
|
3.1 | 159.32 | 2026-10-07 |
| 17 |
Claude Opus 4.8
|
2.5 | 159.01 | 2026-05-28 |
| 18 |
Gemini 3.7 Flash
|
2.7 | 157.97 | 2026-08-13 |
| 19 |
Kimi K3
|
2.8 | 157.86 | 2026-07-16 |
| 20 |
Gemini 3.8 Flash
|
3 | 157.44 | 2026-09-02 |
| 21 |
Qwen 3.8 Max
|
2.5 | 157.4 | 2026-08-02 |
| 22 |
GPT-5.4
|
2.2 | 157.31 | 2026-03-05 |
| 23 |
Muse Spark 1.3
|
2.3 | 157.21 | 2026-09-02 |
| 24 |
GPT-5.3 Codex
|
3.9 | 157.09 | 2026-02-05 |
| 25 |
Claude Sonnet 5
|
2.8 | 156.88 | 2026-06-30 |
| 26 |
Claude Opus 4.7
|
2.1 | 156.79 | 2026-04-16 |
| 27 |
GPT-6 Luna
|
2.6 | 156.75 | 2026-09-22 |
| 28 |
Grok 4.6
|
2.3 | 156.57 | 2026-08-12 |
| 29 |
GPT-5.6 Luna
|
2.5 | 156.5 | 2026-07-09 |
| 30 |
GPT-5.2 Pro
|
3 | 156.33 | 2025-12-11 |
| 31 |
GLM-5.3
|
2.1 | 155.99 | 2026-08-14 |
| 32 |
DeepSeek V4.1 Flash
|
2.5 | 155.93 | 2026-09-09 |
| 33 |
Claude Opus 4.6
|
2.1 | 155.66 | 2026-02-05 |
| 34 |
DeepSeek V4 Pro 0813
|
2.1 | 155.64 | 2026-08-13 |
| 35 |
Gemini 3.1 Pro
|
2.4 | 155.34 | 2026-02-19 |
| 36 |
Muse Spark Open
|
2.7 | 155.11 | 2026-10-15 |
| 37 |
Qwen3.8 Max (0902)
|
2.1 | 155.08 | 2026-09-01 |
| 38 |
Muse Spark 1.2
|
2.4 | 155.05 | 2026-08-05 |
| 39 |
Gemini 3.5 Flash
|
2.2 | 154.88 | 2026-05-19 |
| 40 |
DeepSeek V4 Flash 0731
|
2.4 | 154.76 | 2026-07-31 |
| 41 |
Gemini 3.6 Flash
|
1.9 | 154.53 | 2026-07-21 |
| 42 |
Grok 4.7
|
2.2 | 154.37 | 2026-09-21 |
| 43 |
Grok 4.5
|
1.9 | 154.07 | 2026-07-08 |
| 44 |
Muse Spark 1.1
|
2.2 | 154.05 | 2026-07-09 |
| 45 |
Qwen3.7-Max
|
2.1 | 154.04 | 2026-05-19 |
| 46 |
GPT-5.2
|
1.7 | 153.66 | 2025-12-11 |
| 47 |
GLM-5.3-Flash
|
2.4 | 153.08 | 2026-08-20 |
| 48 |
Gemini 3 Pro
|
2.2 | 153.07 | 2025-11-18 |
| 49 |
Claude Sonnet 4.6
|
2.4 | 152.79 | 2026-02-17 |
| 50 |
Grok 4.20
|
2.5 | 152.11 | 2026-02-17 |
| 51 |
Muse Spark
|
2.4 | 152.03 | 2026-04-08 |
| 52 |
GLM-5.2
|
2.1 | 151.94 | 2026-06-16 |
| 53 |
Gemini 3 Flash
|
1.6 | 151.88 | 2025-12-17 |
| 54 |
Qwen 3.8 27B
|
2 | 151.69 | 2026-08-14 |
| 55 |
Kimi K2.6
|
1.8 | 150.94 | 2026-04-20 |
| 56 |
GPT-5 Pro
|
2.6 | 150.59 | 2025-10-07 |
| 57 |
Inkling-Small
|
2.4 | 150.32 | 2026-07-15 |
| 58 |
Kimi K2.7 Code
|
1.8 | 150.11 | 2026-06-12 |
| 59 |
Claude Opus 4.5
|
2.6 | 150.11 | 2025-11-24 |
| 60 |
Mistral Large 4
|
2.9 | 150.03 | 2026-10-06 |
| 61 |
GPT-5
|
— | 150 | 2025-08-07 |
| 62 |
GLM-5.1
|
2.1 | 149.82 | 2026-04-07 |
| 63 |
GPT-5.1
|
1.7 | 149.76 | 2025-11-13 |
| 64 |
Qwen 3.6 Max (Preview)
|
2.8 | 149.41 | 2026-04-20 |
| 65 |
DeepSeek-V4-Pro
|
1.6 | 149.13 | 2026-04-24 |
| 66 |
Grok 4.3 Beta
|
1.6 | 148.81 | 2026-04-17 |
| 67 |
GPT-5.4 Mini
|
1.8 | 148.7 | 2026-03-17 |
| 68 |
Inkling
|
2.1 | 148.41 | 2026-07-15 |
| 69 |
Kimi K2.5
|
1.5 | 148.07 | 2026-01-27 |
| 70 |
o3-pro
|
2.3 | 147.33 | 2025-06-10 |
| 71 |
Qwen 3.6 Plus
|
2.1 | 147.3 | 2026-03-31 |
| 72 |
Qwen3.7-Plus
|
1.8 | 147 | 2026-06-02 |
| 73 |
MiniMax-M3
|
3.9 | 146.87 | 2026-06-01 |
| 74 |
Qwen3.5 397B-A17B
|
1.8 | 146.8 | 2026-02-13 |
| 75 |
Claude Sonnet 4.5
|
1.6 | 146.74 | 2025-09-29 |
| 76 |
o3
|
1.8 | 146.73 | 2025-04-16 |
| 77 |
MiniMax-M2.5
|
2.8 | 146.59 | 2026-02-12 |
| 78 |
Grok 4
|
1.8 | 146.24 | 2025-07-09 |
| 79 |
Qwen3.6 27B
|
1.8 | 146.23 | 2026-04-22 |
| 80 |
Qwen 3.5 Plus (hosted 397B-A17B)
|
2.2 | 146.17 | 2026-02-16 |
| 81 |
DeepSeek-V4-Flash
|
2.1 | 146.11 | 2026-04-24 |
| 82 |
DeepSeek-V3.2
|
1.6 | 146.09 | 2025-12-01 |
| 83 |
GPT-5.4 Nano
|
2.3 | 146.03 | 2026-03-17 |
| 84 |
Nemotron 3 Ultra
|
2.3 | 145.97 | 2026-06-04 |
| 85 |
Kimi K2 Thinking
|
2.1 | 145.82 | 2025-11-06 |
| 86 |
GLM-5
|
1.9 | 145.8 | 2026-02-11 |
| 87 |
MiniMax-M2.7
|
4.9 | 145.78 | 2026-03-18 |
| 88 |
o4-mini
|
2.2 | 145.46 | 2025-04-16 |
| 89 |
GPT-5 mini
|
1.9 | 145.34 | 2025-08-07 |
| 90 |
Gemini 2.5 Pro (Jun 2025)
|
1.6 | 145.13 | 2025-06-05 |
| 91 |
DeepSeek-V3.2-Exp
|
2.2 | 144.91 | 2025-09-29 |
| 92 |
Gemini 3.5 Flash-Lite
|
1.9 | 144.91 | 2026-07-21 |
| 93 |
Gemini 3.1 Flash-Lite
|
1.7 | 144.26 | 2026-03-03 |
| 94 |
Grok 4 Fast
|
2.3 | 144.09 | 2025-09-19 |
| 95 |
Claude Opus 4.1
|
2.4 | 144.07 | 2025-08-05 |
| 96 |
Qwen3.7 Flash
|
2 | 144.05 | 2026-07-27 |
| 97 |
Gemini 2.5 Pro (Mar 2025)
|
2.5 | 143.96 | 2025-03-31 |
| 98 |
Qwen3-235B-A22B-Thinking (Jul 2025)
|
1.8 | 143.76 | 2025-07-25 |
| 99 |
Qwen 3.6 35B-A3B
|
2.4 | 143.73 | 2026-04-14 |
| 100 |
GLM-4.7
|
2.2 | 143.59 | 2025-12-22 |
| 101 |
Qwen 3.5 Flash (hosted 35B-A3B)
|
1.8 | 143.52 | 2026-02-25 |
| 102 |
Gemma 4 31B IT
|
2.7 | 142.99 | 2026-04-02 |
| 103 |
Gemini 2.5 Flash (Sep 2025)
|
3.5 | 142.9 | 2025-09-25 |
| 104 |
Qwen 3.6 Flash
|
2.1 | 142.89 | 2026-04-27 |
| 105 |
Claude Opus 4
|
2 | 142.52 | 2025-05-22 |
| 106 |
Qwen3.5-35B-A3B
|
2.3 | 142.49 | 2026-02-24 |
| 107 |
GPT-5.5 Instant
|
2.8 | 142.43 | 2026-05-05 |
| 108 |
Qwen3-Max
|
2.5 | 142.33 | 2025-09-24 |
| 109 |
Claude Haiku 4.5
|
2.3 | 142.15 | 2025-10-15 |
| 110 |
Gemini 2.5 Pro (May 2025)
|
3.4 | 142.15 | 2025-05-06 |
| 111 |
Gemma 4 26B A4B
|
2.3 | 141.88 | 2026-04-02 |
| 112 |
o1
|
1.6 | 141.72 | 2024-12-17 |
| 113 |
Claude Sonnet 4
|
2 | 141.56 | 2025-05-22 |
| 114 |
Gemini 2.5 Flash (May 2025)
|
1.8 | 141.43 | 2025-05-20 |
| 115 |
Mistral Medium 3.5
|
2.9 | 141.36 | 2026-04-28 |
| 116 |
DeepSeek-R1 (May 2025)
|
1.8 | 141.13 | 2025-05-28 |
| 117 |
Claude 3.7 Sonnet
|
1.9 | 141.03 | 2025-02-24 |
| 118 |
Gemini 2.5 Flash (Jun 2025)
|
1.9 | 140.59 | 2025-06-17 |
| 119 |
o3-mini
|
2.4 | 140.2 | 2025-01-31 |
| 120 |
Grok-3 mini
|
2.1 | 140.2 | 2025-06-24 |
| 121 |
Kimi K2 (Jul 2025)
|
2.8 | 139.97 | 2025-07-12 |
| 122 |
Gemini 2.5 Flash (Apr 2025)
|
3 | 139.84 | 2025-04-17 |
| 123 |
gpt-oss-120b
|
3.3 | 139.79 | 2025-08-05 |
| 124 |
DeepSeek-V3.1
|
3.8 | 139.79 | 2025-08-21 |
| 125 |
Qwen3-30B-A3B-Thinking (Jul 2025)
|
2.8 | 139.55 | 2025-07-30 |
| 126 |
Qwen3.5-9B
|
2.4 | 139.32 | 2026-02-24 |
| 127 |
GPT-5 nano
|
3.5 | 139.21 | 2025-08-07 |
| 128 |
Qwen3-235B-A22B
|
3 | 139.15 | 2025-04-28 |
| 129 |
DeepSeek-R1
|
2.1 | 138.82 | 2025-01-20 |
| 130 |
Qwen3-235B-A22B-Instruct (Jul 2025)
|
2.7 | 138.78 | 2025-07-25 |
| 131 |
Qwen3-32B
|
2.8 | 138.42 | 2025-04-29 |
| 132 |
Grok 3
|
2 | 138.21 | 2025-04-09 |
| 133 |
Qwen3-14B
|
3.4 | 138.15 | 2025-04-29 |
| 134 |
gpt-oss-20b
|
3.7 | 137.7 | 2025-08-05 |
| 135 |
QwQ-32B
|
4.6 | 137.5 | 2025-03-05 |
| 136 |
Qwen3-30B-A3B-Instruct (Jul 2025)
|
3.8 | 137.27 | 2025-07-29 |
| 137 |
GPT-4.5
|
2.5 | 136.65 | 2025-02-27 |
| 138 |
GPT-4.1
|
2.4 | 136.65 | 2025-04-14 |
| 139 |
Qwen3-30B-A3B
|
3.9 | 136.11 | 2025-04-29 |
| 140 |
Qwen3-8B
|
4.2 | 136.06 | 2025-04-28 |
| 141 |
DeepSeek-V3 (Mar 2025)
|
2.8 | 135.85 | 2025-03-24 |
| 142 |
o1-mini
|
2.4 | 135.7 | 2024-09-12 |
| 143 |
Gemini 2.0 Flash Thinking (Jan 2025)
|
3.7 | 135.24 | 2025-01-21 |
| 144 |
Gemini 2.0 Pro
|
2.7 | 134.95 | 2025-02-05 |
| 145 |
GPT-4.1 mini
|
2.8 | 134.89 | 2025-04-14 |
| 146 |
Gemini 2.0 Flash (Feb 2025)
|
2.7 | 134.62 | 2025-02-05 |
| 147 |
Gemini 2.0 Flash (Dec 2024)
|
6.1 | 134.58 | 2024-12-11 |
| 148 |
o1-preview
|
3.6 | 134.57 | 2024-09-12 |
| 149 |
Mistral Medium 3
|
2.5 | 134.02 | 2025-05-07 |
| 150 |
Gemini 2.5 Flash-Lite (Jun 2025)
|
2.9 | 133.82 | 2025-06-17 |
| 151 |
Claude 3.5 Sonnet (October 2024)
|
4.3 | 133.43 | 2024-10-22 |
| 152 |
Magistral Small 1.0
|
2.7 | 133.07 | 2025-06-10 |
| 153 |
Qwen2.5-Max
|
3.5 | 132.48 | 2025-01-25 |
| 154 |
DeepSeek-V3
|
3.6 | 132.3 | 2024-12-26 |
| 155 |
Llama 4 Maverick
|
3.3 | 132.22 | 2025-04-06 |
| 156 |
Gemini 1.5 Pro (Sept 2024)
|
2.9 | 131.72 | 2024-09-24 |
| 157 |
Phi-4
|
3.7 | 130.48 | 2024-12-12 |
| 158 |
Grok-2 (Dec 2024)
|
3.2 | 130.47 | 2024-12-12 |
| 159 |
Claude 3.5 Sonnet
|
— | 130 | 2024-06-20 |
| 160 |
Gemma 3 27B
|
3.8 | 129.97 | 2025-03-12 |
| 161 |
Llama 4 Scout
|
3 | 129.63 | 2025-04-05 |
| 162 |
GPT-4.1 nano
|
4.2 | 129.54 | 2025-04-14 |
| 163 |
Gemini 1.5 Flash (Sep 2024)
|
3.7 | 129.33 | 2024-09-24 |
| 164 |
GPT-4o (May 2024)
|
3.3 | 128.99 | 2024-05-13 |
| 165 |
Qwen2.5-72B
|
3.6 | 128.97 | 2024-09-19 |
| 166 |
GPT-4o (Aug 2024)
|
3.4 | 128.83 | 2024-08-06 |
| 167 |
Llama 3.1-405B
|
3.1 | 128.77 | 2024-07-23 |
| 168 |
GPT-4o (Nov 2024)
|
3.5 | 128.69 | 2024-11-20 |
| 169 |
Mistral Large 2 (Nov 2024)
|
3.3 | 128.57 | 2024-11-18 |
| 170 |
Mistral Large 2 (Jul 2024)
|
3.8 | 127.57 | 2024-07-24 |
| 171 |
Mistral Small 3.1
|
3.5 | 127.53 | 2025-03-17 |
| 172 |
Llama 3.3 70B
|
3.4 | 127.33 | 2024-12-06 |
| 173 |
GPT-4 Turbo (Apr 2024)
|
3.2 | 127.27 | 2024-04-09 |
| 174 |
Claude 3.5 Haiku
|
4.4 | 127.07 | 2024-10-22 |
| 175 |
Gemini 1.5 Pro (May 2024)
|
3.5 | 126.94 | 2024-05-14 |
| 176 |
Claude 3 Opus
|
3.8 | 126.9 | 2024-02-29 |
| 177 |
GPT-4o mini
|
4.2 | 126.46 | 2024-07-18 |
| 178 |
GPT-4 Turbo (Nov 2023)
|
3.6 | 126.43 | 2024-01-25 |
| 179 |
Llama 3.1-70B
|
3.8 | 125.93 | 2024-07-23 |
| 180 |
GPT-4 (Mar 2023)
|
5.2 | 125.74 | 2023-03-14 |
| 181 |
Llama 3.2 90B
|
3.5 | 125.52 | 2024-09-24 |
| 182 |
Qwen2-72B
|
3.9 | 125.28 | 2024-06-07 |
| 183 |
DeepSeek-V2 (MoE-236B, May 2024)
|
4.5 | 124.8 | 2024-05-07 |
| 184 |
Gemma 3 12B
|
7.3 | 123.54 | 2025-03-12 |
| 185 |
GPT-4 (Jun 2023)
|
5 | 123.09 | 2023-06-13 |
| 186 |
Llama 3-70B
|
4.2 | 123.01 | 2024-04-18 |
| 187 |
Gemini 1.5 Flash (May 2024)
|
4.2 | 122.68 | 2024-05-23 |
| 188 |
Mistral Large
|
5 | 122.12 | 2024-02-26 |
| 189 |
Gemma 2 27B
|
4.3 | 122.12 | 2024-06-24 |
| 190 |
Mixtral 8x22B
|
4.6 | 122.04 | 2024-04-17 |
| 191 |
phi-3-small 7.4B
|
5.1 | 121.82 | 2024-04-23 |
| 192 |
phi-3-medium 14B
|
5 | 121.19 | 2024-04-23 |
| 193 |
Claude 3 Sonnet
|
5.3 | 120.84 | 2024-02-29 |
| 194 |
Claude Instant
|
5.2 | 120.21 | 2023-08-09 |
| 195 |
Claude 2
|
5.2 | 120.19 | 2023-07-11 |
| 196 |
Gemma 2 9B
|
5.2 | 119.81 | 2024-06-24 |
| 197 |
Qwen2.5-Coder-32B
|
7 | 119.45 | 2024-09-18 |
| 198 |
Claude 2.1
|
5 | 119.32 | 2023-11-21 |
| 199 |
Command R+
|
7.4 | 119.2 | 2024-08-30 |
| 200 |
Claude 3 Haiku
|
5.5 | 118.85 | 2024-03-07 |
| 201 |
Mistral NeMo
|
5.1 | 118.65 | 2024-07-18 |
| 202 |
Qwen2.5-7B
|
6.1 | 118.54 | 2024-09-19 |
| 203 |
GPT-3.5 Turbo (Nov 2023)
|
5.4 | 118.53 | 2023-11-06 |
| 204 |
Mixtral 8x7B
|
4.8 | 118.44 | 2023-12-11 |
| 205 |
Ministral 3B
|
7.8 | 118.04 | 2024-10-16 |
| 206 |
Yi-34B
|
5.8 | 117.33 | 2023-11-02 |
| 207 |
phi-3-mini 3.8B
|
5.6 | 117.28 | 2024-04-23 |
| 208 |
Gemini 1.0 Pro
|
5.3 | 117.14 | 2023-12-13 |
| 209 |
Stable Beluga 2
|
5.3 | 117.02 | 2023-07-20 |
| 210 |
Llama 3.1-8B
|
7.9 | 116.47 | 2024-07-23 |
| 211 |
Llama 3-8B
|
5.9 | 116.39 | 2024-04-18 |
| 212 |
Qwen2.5-Coder-14B
|
7.9 | 116.31 | 2024-09-18 |
| 213 |
Gemma 3 4B
|
13.1 | 115.88 | 2025-03-12 |
| 214 |
GPT-3.5 Turbo (Jan 2024)
|
5.7 | 115.68 | 2024-01-25 |
| 215 |
PaLM 2-L
|
10.9 | 114.9 | 2023-05-17 |
| 216 |
Llama 2-70B
|
6.3 | 113.67 | 2023-07-18 |
| 217 |
GPT-3.5 Turbo (Jun 2023)
|
6.2 | 113.22 | 2023-06-13 |
| 218 |
Qwen2.5-Coder (7B)
|
8.1 | 113.01 | 2024-09-18 |
| 219 |
Qwen-14B
|
6.6 | 112.88 | 2023-09-24 |
| 220 |
Mistral 7B v0.1
|
6.4 | 112.05 | 2023-09-27 |
| 221 |
Falcon-180B
|
8.7 | 111.96 | 2023-09-06 |
| 222 |
internlm-20b
|
7 | 111.92 | 2023-09-18 |
| 223 |
Gemma 7B
|
6.8 | 111.82 | 2024-02-21 |
| 224 |
LLaMA-65B
|
6.8 | 109.97 | 2023-02-24 |
| 225 |
Falcon 2 11B
|
7.6 | 109.36 | 2024-05-09 |
| 226 |
Mistral 7B v0.3
|
7.2 | 108.88 | 2024-05-27 |
| 227 |
DeepSeek-Coder-V2-Lite-Base
|
7.8 | 108.68 | 2024-06-13 |
| 228 |
PaLM 2-M
|
8.5 | 108.06 | 2023-05-17 |
| 229 |
Phi-2
|
13.6 | 107.73 | 2023-12-12 |
| 230 |
Qwen2.5-Coder-3B
|
10.8 | 107.52 | 2024-09-18 |
| 231 |
Nemotron-4 15B
|
7.7 | 107.49 | 2024-02-26 |
| 232 |
Yi-9B
|
8.6 | 107.39 | 2024-03-01 |
| 233 |
LLaMA-33B
|
7.4 | 107.18 | 2023-02-24 |
| 234 |
Qwen-7B
|
8.3 | 106.59 | 2023-09-28 |
| 235 |
PaLM 2-S
|
9.2 | 105.91 | 2023-05-17 |
| 236 |
Llama 2-13B
|
8 | 105.58 | 2023-07-18 |
| 237 |
Llama 2-34B
|
7.8 | 104.93 | 2023-07-18 |
| 238 |
StarCoder 2 15B
|
10.2 | 104.74 | 2024-02-20 |
| 239 |
Yi 6B
|
8.2 | 104.5 | 2023-11-22 |
| 240 |
Falcon-40B
|
8.1 | 104.17 | 2023-05-25 |
| 241 |
Baichuan2-13B
|
9.1 | 102.9 | 2023-09-06 |
| 242 |
Qwen2.5-Coder (1.5B)
|
12.7 | 102.71 | 2024-09-18 |
| 243 |
internlm-7b
|
9 | 102.58 | 2023-07-05 |
| 244 |
INTELLECT-1
|
8.6 | 100.54 | 2024-11-29 |
| 245 |
MPT-30B
|
8.4 | 100.33 | 2023-06-22 |
| 246 |
LLaMA-13B
|
8.7 | 100.32 | 2023-02-24 |
| 247 |
Llama 2-7B
|
9.1 | 98.61 | 2023-07-18 |
| 248 |
chatglm2-6b
|
13.1 | 98.59 | 2023-06-24 |
| 249 |
LLaMA-7B
|
9.9 | 96.62 | 2023-02-24 |
| 250 |
Baichuan 2-7B
|
10.6 | 95.94 | 2023-09-20 |
| 251 |
DeepSeek Coder 33B
|
10.3 | 95.94 | 2023-11-02 |
| 252 |
Falcon-7B
|
9.9 | 94.7 | 2023-04-24 |
| 253 |
CodeQwen1.5-7B
|
11.9 | 94.46 | 2024-04-15 |
| 254 |
vicuna-13b-v1.1
|
10.3 | 94.25 | 2023-04-12 |
| 255 |
MPT-7B
|
10.6 | 94.19 | 2023-05-05 |
| 256 |
Gemma 2B
|
9.8 | 93.79 | 2024-02-21 |
| 257 |
StarCoder 2 7B
|
13 | 93.14 | 2024-02-20 |
| 258 |
XGen-7B
|
10.1 | 92.98 | 2023-06-27 |
| 259 |
Qwen-1_8B
|
15.3 | 92.5 | 2023-11-30 |
| 260 |
open_llama_7b
|
10.4 | 91.2 | 2023-06-07 |
| 261 |
Phi-1.5
|
18 | 91.06 | 2023-09-11 |
| 262 |
Baichuan1-7B
|
11.4 | 90 | 2023-06-01 |
| 263 |
RedPajama-INCITE-7B-Base
|
11.7 | 89.96 | 2023-05-04 |
| 264 |
Dolly 2.0-12b
|
12.7 | 89.2 | 2023-04-11 |
| 265 |
DeepSeek Coder 6.7B
|
12.9 | 89.13 | 2023-11-02 |
| 266 |
StarCoder 2 3B
|
12.5 | 88.26 | 2024-02-22 |
| 267 |
Qwen2.5-Coder-0.5B
|
19.6 | 87.63 | 2024-09-18 |
| 268 |
Cerebras-GPT-13B
|
12.5 | 82.66 | 2023-03-20 |
| 269 |
DeepSeek Coder 1.3B
|
16.9 | 62.59 | 2023-11-02 |
| 270 |
stablelm-tuned-alpha-7b
|
21.4 | 54.81 | 2023-04-19 |
评分方式与读法
这份成绩怎么看收录成绩270 个模型分数与名次按该榜官方公布的结果列出，同一模型的不同推理档位各占一行
主指标ECI 分把多套公开基准的通过率拟合成同一条能力尺度（ECI），分数越高代表综合能力越强，可跨模型比较相对位置。
成绩时间2026-10-28 23:58这份成绩的日期（北京时间）；官方不更新时这里也会停住
同榜内怎么看看分档比看名次稳相邻名次常常只差统计噪声，差 1–2 分不宜直接判定优劣
评分方式按官方原样列出，以官方榜为准官方调整评分方式时这里跟着变，旧成绩不作为结论
横向比模型配合模型智商榜一起看跨厂商综合分与降智趋势见 /model-iq，基准本身的说明见 /glossary
ECI 是拟合出来的相对指数，不是通过率，不能和各基准的百分比直接换算。 区间（±）是置信范围，重叠说明两者差距不显著。
其它权威榜单
6 个成绩来自 Epoch AI 官方公开榜单，数据日期 2026-10-28 23:58。