排名Rank 名次区间Rank Range 模型Model 投票数Votes 精确分 & 区间Float Score & CI 方差Variance 价格 ($/1M)Price ($/1M) 上下文Context
🥇 1 - 8
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1577±0.0
359 votes 1577.000 [1577.0, 1577.0] 7.00 · 波动Unstable N/A N/A
🥈 1 - 14
claude-fable-5
Anthropic · Proprietary
1560±0.0
406 votes 1560.000 [1560.0, 1560.0] 13.00 · 不稳Volatile $10 / $50 1M
🥉 1 - 11
glm-5.2 (max)
智谱 ZAI · MIT
1556±0.0
1.3K votes 1556.000 [1556.0, 1556.0] 10.00 · 波动Unstable $1.40 / $4.40 1M
4 1 - 14
claude-opus-4-7-thinking
Anthropic · Proprietary
1543±0.0
2.9K votes 1543.000 [1543.0, 1543.0] 13.00 · 不稳Volatile $5 / $25 1M
5 1 - 18
grok-4.5
SpaceXAI · Proprietary
1540±0.0
484 votes 1540.000 [1540.0, 1540.0] 17.00 · 不稳Volatile $2 / $6 500K
6 1 - 15
claude-opus-4-8-thinking
Anthropic · Proprietary
1539±0.0
2.3K votes 1539.000 [1539.0, 1539.0] 14.00 · 不稳Volatile $5 / $25 1M
7 1 - 15
claude-opus-4-7
Anthropic · Proprietary
1538±0.0
2.7K votes 1538.000 [1538.0, 1538.0] 14.00 · 不稳Volatile $5 / $25 1M
8 2 - 16
claude-opus-4-6-thinking
Anthropic · Proprietary
1528±0.0
3.5K votes 1528.000 [1528.0, 1528.0] 14.00 · 不稳Volatile $5 / $25 1M
9 3 - 16
claude-opus-4-6
Anthropic · Proprietary
1527±0.0
3.7K votes 1527.000 [1527.0, 1527.0] 13.00 · 不稳Volatile $5 / $25 1M
10 2 - 18
claude-opus-4-8
Anthropic · Proprietary
1525±0.0
1.5K votes 1525.000 [1525.0, 1525.0] 16.00 · 不稳Volatile $5 / $25 1M
11 3 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1524±0.0
4.5K votes 1524.000 [1524.0, 1524.0] 13.00 · 不稳Volatile $3 / $15 1M
12 1 - 20
muse-spark-1.1
Meta · Proprietary
1523±0.0
450 votes 1523.000 [1523.0, 1523.0] 19.00 · 不稳Volatile $1.25 / $4.25 N/A
13 2 - 19
seed-2.1-pro-preview
字节跳动 · Proprietary
1520±0.0
872 votes 1520.000 [1520.0, 1520.0] 17.00 · 不稳Volatile N/A N/A
14 3 - 19
glm-5.1
智谱 ZAI · MIT
1517±0.0
1.5K votes 1517.000 [1517.0, 1517.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
15 5 - 19
kimi-k2.6
月之暗面 · Modified MIT
1514±0.0
2.8K votes 1514.000 [1514.0, 1514.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
16 10 - 21
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1499±0.0
1.8K votes 1499.000 [1499.0, 1499.0] 11.00 · 波动Unstable $1.25 / $3.75 1M
17 10 - 21
minimax-m3
MiniMax · MiniMax Community License
1498±0.0
1.6K votes 1498.000 [1498.0, 1498.0] 11.00 · 波动Unstable $0.60 / $2.40 N/A
18 7 - 27
claude-sonnet-5-high
Anthropic · Proprietary
1497±0.0
525 votes 1497.000 [1497.0, 1497.0] 20.00 · 不稳Volatile $2 / $10 1M
19 12 - 21
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±0.0
3.2K votes 1497.000 [1497.0, 1497.0] 9.00 · 波动Unstable $5 / $25 200K
20 15 - 34
qwen3.6-max-preview
阿里巴巴 · Proprietary
1473±0.0
796 votes 1473.000 [1473.0, 1473.0] 19.00 · 不稳Volatile $1.04 / $6.24 262.1K
21 19 - 31
mimo-v2.5-pro
小米 · MIT
1469±0.0
2.7K votes 1469.000 [1469.0, 1469.0] 12.00 · 不稳Volatile $0.43 / $0.87 1M
22 16 - 35
gemini-3.5-flash-medium
Google · Proprietary
1468±0.0
1.2K votes 1468.000 [1468.0, 1468.0] 19.00 · 不稳Volatile $1.50 / $9 1M
23 19 - 33
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1467±0.0
2.5K votes 1467.000 [1467.0, 1467.0] 14.00 · 不稳Volatile N/A N/A
24 19 - 33
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±0.0
2.4K votes 1467.000 [1467.0, 1467.0] 14.00 · 不稳Volatile $0.43 / $0.87 1M
25 19 - 39
kimi-k2.7-code
月之暗面 · Modified MIT
1463±0.0
1.1K votes 1463.000 [1463.0, 1463.0] 20.00 · 不稳Volatile $0.72 / $3.49 262.1K
26 20 - 38
claude-opus-4-5-20251101
Anthropic · Proprietary
1457±0.0
3.9K votes 1457.000 [1457.0, 1457.0] 18.00 · 不稳Volatile $5 / $25 200K
27 20 - 38
qwen3.6-plus
阿里巴巴 · Proprietary
1457±0.0
3.7K votes 1457.000 [1457.0, 1457.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
28 20 - 39
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1456±0.0
3.5K votes 1456.000 [1456.0, 1456.0] 19.00 · 不稳Volatile N/A N/A
29 20 - 42
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.1K votes 1451.000 [1451.0, 1451.0] 22.00 · 不稳Volatile $0.40 / $1.75 202.8K
30 21 - 42
deepseek-v4-pro
DeepSeek · MIT
1445±0.0
3.1K votes 1445.000 [1445.0, 1445.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
31 19 - 47
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1441±0.0
432 votes 1441.000 [1441.0, 1441.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
32 24 - 42
kimi-k2.5-thinking
月之暗面 · Modified MIT
1441±0.0
3.9K votes 1441.000 [1441.0, 1441.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
33 23 - 42
mimo-v2.5
小米 · MIT
1440±0.0
2.4K votes 1440.000 [1440.0, 1440.0] 19.00 · 不稳Volatile $0.10 / $0.28 1M
34 25 - 43
gemini-3-flash
Google · Proprietary
1437±0.0
3.2K votes 1437.000 [1437.0, 1437.0] 18.00 · 不稳Volatile $0.50 / $3 1M
35 25 - 43
glm-5
智谱 ZAI · MIT
1436±0.0
1.9K votes 1436.000 [1436.0, 1436.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
36 25 - 43
mimo-v2-pro
小米 · Proprietary
1436±0.0
2.0K votes 1436.000 [1436.0, 1436.0] 18.00 · 不稳Volatile $1 / $3 1M
37 27 - 43
gemini-3-pro
Google · Proprietary
1433±0.0
4.0K votes 1433.000 [1433.0, 1433.0] 16.00 · 不稳Volatile $2 / $12 1M
38 29 - 45
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±0.0
2.6K votes 1427.000 [1427.0, 1427.0] 16.00 · 不稳Volatile N/A N/A
39 21 - 53
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1426±0.0
420 votes 1426.000 [1426.0, 1426.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
40 29 - 44
gemini-3.1-pro-preview
Google · Proprietary
1426±0.0
5.3K votes 1426.000 [1426.0, 1426.0] 15.00 · 不稳Volatile $2 / $12 1M
41 19 - 66
glm-5v-turbo
智谱 ZAI · Proprietary
1420±0.0
134 votes 1420.000 [1420.0, 1420.0] 47.00 · 不稳Volatile $1.20 / $4 202.8K
42 29 - 67
gpt-5.4
OpenAI · Proprietary
1402±0.0
277 votes 1402.000 [1402.0, 1402.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
43 39 - 58
minimax-m2.1-preview
MiniMax · MIT
1400±0.0
2.2K votes 1400.000 [1400.0, 1400.0] 19.00 · 不稳Volatile $0.30 / $1.20 204.8K
44 40 - 58
minimax-m2.7
MiniMax · Modified MIT
1400±0.0
2.8K votes 1400.000 [1400.0, 1400.0] 18.00 · 不稳Volatile $0.24 / $0.96 204.8K
45 37 - 64
gpt-5-medium
OpenAI · Proprietary
1397±0.0
719 votes 1397.000 [1397.0, 1397.0] 27.00 · 不稳Volatile $1.25 / $10 400K
46 39 - 63
gpt-5.1-medium
OpenAI · Proprietary
1396±0.0
1.3K votes 1396.000 [1396.0, 1396.0] 24.00 · 不稳Volatile $1.25 / $10 400K
47 38 - 64
kimi-k2.5-instant
月之暗面 · Modified MIT
1395±0.0
886 votes 1395.000 [1395.0, 1395.0] 26.00 · 不稳Volatile $0.38 / $2.02 262.1K
48 40 - 60
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±0.0
4.1K votes 1392.000 [1392.0, 1392.0] 20.00 · 不稳Volatile $0.39 / $2.45 256K
49 40 - 60
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±0.0
3.5K votes 1392.000 [1392.0, 1392.0] 20.00 · 不稳Volatile $3 / $15 200K
50 33 - 68
gpt-5.2
OpenAI · Proprietary
1391±0.0
312 votes 1391.000 [1391.0, 1391.0] 35.00 · 不稳Volatile $1.75 / $14 400K
51 40 - 63
gpt-5.4-mini-high
OpenAI · Proprietary
1389±0.0
2.8K votes 1389.000 [1389.0, 1389.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
52 40 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1388±0.0
827 votes 1388.000 [1388.0, 1388.0] 27.00 · 不稳Volatile $1.75 / $14 400K
53 41 - 63
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±0.0
4.3K votes 1387.000 [1387.0, 1387.0] 22.00 · 不稳Volatile $3 / $15 200K
54 41 - 64
gemini-3-flash (thinking-minimal)
Google · Proprietary
1383±0.0
5.7K votes 1383.000 [1383.0, 1383.0] 23.00 · 不稳Volatile $0.50 / $3 1M
55 40 - 67
laguna-m.1
Poolside · Apache 2.0
1380±0.0
953 votes 1380.000 [1380.0, 1380.0] 27.00 · 不稳Volatile $0.20 / $0.40 262.1K
56 41 - 67
deepseek-v3.2-thinking
DeepSeek · MIT
1379±0.0
1.9K votes 1379.000 [1379.0, 1379.0] 26.00 · 不稳Volatile $0.21 / $0.32 131.1K
57 41 - 67
claude-opus-4-1-20250805
Anthropic · Proprietary
1375±0.0
1.8K votes 1375.000 [1375.0, 1375.0] 26.00 · 不稳Volatile $15 / $75 200K
58 41 - 68
gemma-4-31b
Google · Apache 2.0
1372±0.0
1.4K votes 1372.000 [1372.0, 1372.0] 27.00 · 不稳Volatile $0.14 / $0.40 262.1K
59 43 - 68
minimax-m2.5
MiniMax · Modified MIT
1370±0.0
2.1K votes 1370.000 [1370.0, 1370.0] 25.00 · 不稳Volatile $0.15 / $0.90 204.8K
60 45 - 68
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1369±0.0
4.0K votes 1369.000 [1369.0, 1369.0] 23.00 · 不稳Volatile $2 / $6 2M
61 43 - 70
glm-4.6
智谱 ZAI · MIT
1368±0.0
1.8K votes 1368.000 [1368.0, 1368.0] 27.00 · 不稳Volatile $0.43 / $1.75 200K
62 45 - 68
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1367±0.0
2.4K votes 1367.000 [1367.0, 1367.0] 23.00 · 不稳Volatile $0.26 / $2.08 262.1K
63 48 - 70
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±0.0
2.2K votes 1363.000 [1363.0, 1363.0] 22.00 · 不稳Volatile $0.20 / $1.56 262.1K
64 51 - 72
grok-4.3
SpaceXAI · Proprietary
1355±0.0
2.4K votes 1355.000 [1355.0, 1355.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
65 51 - 77
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1351±0.0
1.1K votes 1351.000 [1351.0, 1351.0] 26.00 · 不稳Volatile $1.75 / $14 400K
66 45 - 79
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1349±0.0
401 votes 1349.000 [1349.0, 1349.0] 34.00 · 不稳Volatile N/A N/A
67 57 - 77
deepseek-v3.2
DeepSeek · MIT
1347±0.0
2.6K votes 1347.000 [1347.0, 1347.0] 20.00 · 不稳Volatile $0.21 / $0.32 131.1K
68 62 - 77
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
2.1K votes 1340.000 [1340.0, 1340.0] 15.00 · 不稳Volatile $1.75 / $14 400K
69 52 - 79
gemma-4-26b-a4b
Google · Apache 2.0
1338±0.0
445 votes 1338.000 [1338.0, 1338.0] 27.00 · 不稳Volatile N/A N/A
70 62 - 79
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
1.4K votes 1336.000 [1336.0, 1336.0] 17.00 · 不稳Volatile $1.25 / $10 400K
71 64 - 77
gpt-5.1
OpenAI · Proprietary
1335±0.0
3.0K votes 1335.000 [1335.0, 1335.0] 13.00 · 不稳Volatile $1.25 / $10 400K
72 64 - 79
mimo-v2-flash (non-thinking)
小米 · MIT
1332±0.0
1.7K votes 1332.000 [1332.0, 1332.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
73 65 - 77
claude-haiku-4-5-20251001
Anthropic · Proprietary
1330±0.0
6.7K votes 1330.000 [1330.0, 1330.0] 12.00 · 不稳Volatile $1 / $5 200K
74 65 - 79
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±0.0
3.7K votes 1326.000 [1326.0, 1326.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
75 65 - 80
minimax-m2
MiniMax · Apache 2.0
1322±0.0
1.8K votes 1322.000 [1322.0, 1322.0] 15.00 · 不稳Volatile $0.26 / $1.02 204.8K
76 65 - 81
laguna-xs.2
Poolside · Apache 2.0
1317±0.0
974 votes 1317.000 [1317.0, 1317.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
77 65 - 83
mimo-v2-flash (thinking)
小米 · MIT
1312±0.0
542 votes 1312.000 [1312.0, 1312.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
78 70 - 84
deepseek-v3.2-exp
DeepSeek · MIT
1298±0.0
925 votes 1298.000 [1298.0, 1298.0] 14.00 · 不稳Volatile $0.27 / $0.41 163.8K
79 76 - 84
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1289±0.0
3.6K votes 1289.000 [1289.0, 1289.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
80 70 - 86
KAT-Coder-Pro-V1
快手 · Proprietary
1288±0.0
348 votes 1288.000 [1288.0, 1288.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
81 75 - 86
mistral-medium-3.5
Mistral · Modified MIT
1283±0.0
632 votes 1283.000 [1283.0, 1283.0] 11.00 · 波动Unstable $1.50 / $7.50 262.1K
82 77 - 90
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1264±0.0
487 votes 1264.000 [1264.0, 1264.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
83 77 - 92
trinity-large-thinking
Arcee AI · Apache 2.0
1251±0.0
367 votes 1251.000 [1251.0, 1251.0] 15.00 · 不稳Volatile $0.25 / $0.80 262.1K
84 80 - 90
gemini-3.1-flash-lite-preview
Google · Proprietary
1250±0.0
3.9K votes 1250.000 [1250.0, 1250.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
85 78 - 93
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±0.0
288 votes 1244.000 [1244.0, 1244.0] 15.00 · 不稳Volatile $0.25 / $2 400K
86 80 - 91
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1242±0.0
1.7K votes 1242.000 [1242.0, 1242.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
87 82 - 94
devstral-2
Mistral · Modified MIT
1216±0.0
455 votes 1216.000 [1216.0, 1216.0] 12.00 · 不稳Volatile N/A N/A
88 82 - 95
qwen3.5-flash
阿里巴巴 · Proprietary
1212±0.0
405 votes 1212.000 [1212.0, 1212.0] 13.00 · 不稳Volatile N/A N/A
89 82 - 95
mistral-large-3
Mistral · Apache 2.0
1208±0.0
226 votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
90 82 - 95
grok-4.1-thinking
SpaceXAI · Proprietary
1207±0.0
257 votes 1207.000 [1207.0, 1207.0] 13.00 · 不稳Volatile N/A N/A
91 85 - 95
gemini-2.5-pro
Google · Proprietary
1198±0.0
684 votes 1198.000 [1198.0, 1198.0] 10.00 · 波动Unstable $1.25 / $10 1M
92 84 - 95
granite-4.1-8b
IBM · Apache 2.0
1198±0.0
513 votes 1198.000 [1198.0, 1198.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
93 86 - 95
grok-code-fast-1
SpaceXAI · Proprietary
1170±0.0
202 votes 1170.000 [1170.0, 1170.0] 9.00 · 波动Unstable $0.20 / $1.50 N/A
94 87 - 95
grok-4-fast-reasoning
SpaceXAI · Proprietary
1147±0.0
230 votes 1147.000 [1147.0, 1147.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
95 88 - 95
mercury-2
Inception AI · Proprietary
1143±0.0
305 votes 1143.000 [1143.0, 1143.0] 7.00 · 波动Unstable $0.25 / $0.75 128K
96 96 - 96
devstral-medium-2507
Mistral · Proprietary
1016±0.0
171 votes 1016.000 [1016.0, 1016.0] 0.00 · 稳定Stable $0.40 / $2 128K
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