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 - 11
glm-5.2 (max)
智谱 ZAI · MIT
1567±0.0
449 votes 1567.000 [1567.0, 1567.0] 10.00 · 波动Unstable
🥈 1 - 12
claude-fable-5
Anthropic · Proprietary
1559±0.0
494 votes 1559.000 [1559.0, 1559.0] 11.00 · 波动Unstable
🥉 1 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1552±0.0
2.3K votes 1552.000 [1552.0, 1552.0] 10.00 · 波动Unstable $5 / $25 1M
4 1 - 12
claude-opus-4-7
Anthropic · Proprietary
1544±0.0
2.0K votes 1544.000 [1544.0, 1544.0] 11.00 · 波动Unstable $5 / $25 1M
5 1 - 15
claude-opus-4-8-thinking
Anthropic · Proprietary
1532±0.0
761 votes 1532.000 [1532.0, 1532.0] 14.00 · 不稳Volatile
6 1 - 14
claude-opus-4-6
Anthropic · Proprietary
1531±0.0
3.1K votes 1531.000 [1531.0, 1531.0] 13.00 · 不稳Volatile $5 / $25 1M
7 1 - 16
claude-opus-4-8
Anthropic · Proprietary
1529±0.0
874 votes 1529.000 [1529.0, 1529.0] 15.00 · 不稳Volatile
8 1 - 14
claude-sonnet-4-6
Anthropic · Proprietary
1529±0.0
3.8K votes 1529.000 [1529.0, 1529.0] 13.00 · 不稳Volatile $3 / $15 1M
9 1 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1528±0.0
2.8K votes 1528.000 [1528.0, 1528.0] 13.00 · 不稳Volatile $5 / $25 1M
10 1 - 17
glm-5.1
智谱 ZAI · MIT
1520±0.0
1.1K votes 1520.000 [1520.0, 1520.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
11 1 - 17
minimax-m3
MiniMax · Proprietary
1517±0.0
808 votes 1517.000 [1517.0, 1517.0] 16.00 · 不稳Volatile
12 3 - 18
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1512±0.0
1.0K votes 1512.000 [1512.0, 1512.0] 15.00 · 不稳Volatile
13 5 - 18
kimi-k2.6
月之暗面 · Modified MIT
1508±0.0
1.7K votes 1508.000 [1508.0, 1508.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
14 5 - 19
gemini-3.5-flash
Google · Proprietary
1505±0.0
652 votes 1505.000 [1505.0, 1505.0] 14.00 · 不稳Volatile
15 9 - 19
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1496±0.0
3.2K votes 1496.000 [1496.0, 1496.0] 10.00 · 波动Unstable $5 / $25 200K
16 8 - 29
muse-spark
Meta · Proprietary
1483±0.0
433 votes 1483.000 [1483.0, 1483.0] 21.00 · 不稳Volatile N/A N/A
17 10 - 26
qwen3.6-max-preview
阿里巴巴 · Proprietary
1480±0.0
776 votes 1480.000 [1480.0, 1480.0] 16.00 · 不稳Volatile $1.04 / $6.24 262.1K
18 14 - 26
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1471±0.0
1.9K votes 1471.000 [1471.0, 1471.0] 12.00 · 不稳Volatile
19 12 - 35
kimi-k2.7-code
月之暗面 · Modified MIT
1466±0.0
508 votes 1466.000 [1466.0, 1466.0] 23.00 · 不稳Volatile
20 16 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1464±0.0
1.7K votes 1464.000 [1464.0, 1464.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
21 16 - 32
mimo-v2.5-pro
小米 · MIT
1463±0.0
2.0K votes 1463.000 [1463.0, 1463.0] 16.00 · 不稳Volatile $1 / $3 1M
22 16 - 33
qwen3.6-plus
阿里巴巴 · Proprietary
1459±0.0
2.5K votes 1459.000 [1459.0, 1459.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
23 16 - 34
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1458±0.0
1.9K votes 1458.000 [1458.0, 1458.0] 18.00 · 不稳Volatile N/A N/A
24 16 - 33
claude-opus-4-5-20251101
Anthropic · Proprietary
1457±0.0
3.9K votes 1457.000 [1457.0, 1457.0] 17.00 · 不稳Volatile $5 / $25 200K
25 16 - 36
glm-4.7
智谱 ZAI · MIT
1450±0.0
1.1K votes 1450.000 [1450.0, 1450.0] 20.00 · 不稳Volatile $0.40 / $1.75 202.8K
26 16 - 43
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1441±0.0
432 votes 1441.000 [1441.0, 1441.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
27 18 - 37
mimo-v2.5
小米 · MIT
1439±0.0
1.7K votes 1439.000 [1439.0, 1439.0] 19.00 · 不稳Volatile $0.40 / $2 1M
28 18 - 37
glm-5
智谱 ZAI · MIT
1439±0.0
1.7K votes 1439.000 [1439.0, 1439.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
29 19 - 36
kimi-k2.5-thinking
月之暗面 · Modified MIT
1439±0.0
3.3K votes 1439.000 [1439.0, 1439.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
30 21 - 37
gemini-3-flash
Google · Proprietary
1436±0.0
3.2K votes 1436.000 [1436.0, 1436.0] 16.00 · 不稳Volatile $0.50 / $3 1M
31 19 - 37
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
32 23 - 37
gemini-3-pro
Google · Proprietary
1433±0.0
4.0K votes 1433.000 [1433.0, 1433.0] 14.00 · 不稳Volatile $2 / $12 1M
33 24 - 38
gemini-3.1-pro-preview
Google · Proprietary
1429±0.0
3.7K votes 1429.000 [1429.0, 1429.0] 14.00 · 不稳Volatile $2 / $12 1M
34 18 - 47
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1426±0.0
420 votes 1426.000 [1426.0, 1426.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
35 25 - 44
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1424±0.0
1.9K votes 1424.000 [1424.0, 1424.0] 19.00 · 不稳Volatile N/A N/A
36 19 - 62
gpt-5.4
OpenAI · Proprietary
1404±0.0
163 votes 1404.000 [1404.0, 1404.0] 43.00 · 不稳Volatile $2.50 / $15 1.1M
37 33 - 53
minimax-m2.7
MiniMax · Modified MIT
1401±0.0
2.3K votes 1401.000 [1401.0, 1401.0] 20.00 · 不稳Volatile $0.30 / $1.20 196.6K
38 33 - 53
minimax-m2.1-preview
MiniMax · MIT
1399±0.0
2.2K votes 1399.000 [1399.0, 1399.0] 20.00 · 不稳Volatile $0.29 / $0.95 196.6K
39 32 - 59
gpt-5-medium
OpenAI · Proprietary
1396±0.0
717 votes 1396.000 [1396.0, 1396.0] 27.00 · 不稳Volatile $1.25 / $10 400K
40 33 - 57
gpt-5.1-medium
OpenAI · Proprietary
1395±0.0
1.3K votes 1395.000 [1395.0, 1395.0] 24.00 · 不稳Volatile $1.25 / $10 400K
41 33 - 59
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 $0.44 / $2 262.1K
42 35 - 56
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±0.0
3.5K votes 1391.000 [1391.0, 1391.0] 21.00 · 不稳Volatile $3 / $15 200K
43 27 - 62
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
44 33 - 61
laguna-m.1
Poolside · Proprietary
1390±0.0
464 votes 1390.000 [1390.0, 1390.0] 28.00 · 不稳Volatile
45 34 - 60
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±0.0
827 votes 1389.000 [1389.0, 1389.0] 26.00 · 不稳Volatile $1.75 / $14 400K
46 35 - 57
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±0.0
3.4K votes 1388.000 [1388.0, 1388.0] 22.00 · 不稳Volatile $0.39 / $2.34 262.1K
47 36 - 57
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.3K votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $3 / $15 200K
48 35 - 59
gpt-5.4-mini-high
OpenAI · Proprietary
1385±0.0
2.2K votes 1385.000 [1385.0, 1385.0] 24.00 · 不稳Volatile $0.75 / $4.50 400K
49 36 - 59
gemini-3-flash (thinking-minimal)
Google · Proprietary
1382±0.0
5.0K votes 1382.000 [1382.0, 1382.0] 23.00 · 不稳Volatile $0.50 / $3 1M
50 36 - 60
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1379±0.0
2.7K votes 1379.000 [1379.0, 1379.0] 24.00 · 不稳Volatile $2 / $6 2M
51 36 - 61
deepseek-v3.2-thinking
DeepSeek · MIT
1378±0.0
1.9K votes 1378.000 [1378.0, 1378.0] 25.00 · 不稳Volatile $0.25 / $0.38 131.1K
52 36 - 61
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±0.0
1.8K votes 1374.000 [1374.0, 1374.0] 25.00 · 不稳Volatile $15 / $75 200K
53 36 - 62
gemma-4-31b
Google · Apache 2.0
1373±0.0
1.1K votes 1373.000 [1373.0, 1373.0] 26.00 · 不稳Volatile $0.14 / $0.40 262.1K
54 38 - 62
minimax-m2.5
MiniMax · Modified MIT
1370±0.0
2.1K votes 1370.000 [1370.0, 1370.0] 24.00 · 不稳Volatile $0.15 / $1.15 196.6K
55 38 - 64
glm-4.6
智谱 ZAI · MIT
1367±0.0
1.8K votes 1367.000 [1367.0, 1367.0] 26.00 · 不稳Volatile $0.39 / $1.90 204.8K
56 39 - 63
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1366±0.0
2.4K votes 1366.000 [1366.0, 1366.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
57 42 - 64
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±0.0
2.2K votes 1362.000 [1362.0, 1362.0] 22.00 · 不稳Volatile $0.20 / $1.56 262.1K
58 42 - 66
grok-4.3
xAI · Proprietary
1360±0.0
1.7K votes 1360.000 [1360.0, 1360.0] 24.00 · 不稳Volatile $1.25 / $2.50 1M
59 38 - 71
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1353±0.0
391 votes 1353.000 [1353.0, 1353.0] 33.00 · 不稳Volatile $0.29 / $1.17 262.1K
60 46 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1352±0.0
1.1K votes 1352.000 [1352.0, 1352.0] 24.00 · 不稳Volatile $1.75 / $14 400K
61 51 - 70
deepseek-v3.2
DeepSeek · MIT
1347±0.0
2.6K votes 1347.000 [1347.0, 1347.0] 19.00 · 不稳Volatile $0.25 / $0.38 131.1K
62 55 - 71
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
2.1K votes 1340.000 [1340.0, 1340.0] 16.00 · 不稳Volatile $1.75 / $14 400K
63 48 - 74
gemma-4-26b-a4b
Google · Apache 2.0
1336±0.0
441 votes 1336.000 [1336.0, 1336.0] 26.00 · 不稳Volatile N/A N/A
64 56 - 72
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
1.4K votes 1336.000 [1336.0, 1336.0] 16.00 · 不稳Volatile $1.25 / $10 400K
65 58 - 71
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
66 58 - 73
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
67 59 - 73
claude-haiku-4-5-20251001
Anthropic · Proprietary
1327±0.0
5.6K votes 1327.000 [1327.0, 1327.0] 14.00 · 不稳Volatile $1 / $5 200K
68 59 - 74
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±0.0
3.7K votes 1325.000 [1325.0, 1325.0] 15.00 · 不稳Volatile $1.15 / $8 262.1K
69 59 - 74
minimax-m2
MiniMax · Apache 2.0
1321±0.0
1.8K votes 1321.000 [1321.0, 1321.0] 15.00 · 不稳Volatile $0.26 / $1 196.6K
70 59 - 77
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
71 61 - 78
laguna-xs.2
Poolside · Apache 2.0
1305±0.0
553 votes 1305.000 [1305.0, 1305.0] 17.00 · 不稳Volatile
72 65 - 78
deepseek-v3.2-exp
DeepSeek · MIT
1298±0.0
925 votes 1298.000 [1298.0, 1298.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
73 70 - 78
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
74 67 - 78
mistral-medium-3.5
Mistral · Modified MIT
1288±0.0
573 votes 1288.000 [1288.0, 1288.0] 11.00 · 波动Unstable
75 64 - 80
KAT-Coder-Pro-V1
快手 · Proprietary
1287±0.0
348 votes 1287.000 [1287.0, 1287.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
76 70 - 84
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1265±0.0
488 votes 1265.000 [1265.0, 1265.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
77 70 - 86
trinity-large-thinking
Arcee AI · Apache 2.0
1253±0.0
361 votes 1253.000 [1253.0, 1253.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
78 75 - 84
gemini-3.1-flash-lite-preview
Google · Proprietary
1246±0.0
3.3K votes 1246.000 [1246.0, 1246.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
79 71 - 87
gpt-5.1-codex-mini
OpenAI · Proprietary
1243±0.0
288 votes 1243.000 [1243.0, 1243.0] 16.00 · 不稳Volatile $0.25 / $2 400K
80 75 - 85
grok-4-1-fast-reasoning
xAI · Proprietary
1242±0.0
1.7K votes 1242.000 [1242.0, 1242.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
81 76 - 89
devstral-2
Mistral · Modified MIT
1214±0.0
454 votes 1214.000 [1214.0, 1214.0] 13.00 · 不稳Volatile N/A N/A
82 76 - 89
qwen3.5-flash
阿里巴巴 · Proprietary
1212±0.0
407 votes 1212.000 [1212.0, 1212.0] 13.00 · 不稳Volatile N/A N/A
83 76 - 89
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
84 76 - 89
grok-4.1-thinking
xAI · Proprietary
1206±0.0
257 votes 1206.000 [1206.0, 1206.0] 13.00 · 不稳Volatile N/A N/A
85 78 - 89
granite-4.1-8b
IBM · Apache 2.0
1200±0.0
492 votes 1200.000 [1200.0, 1200.0] 11.00 · 波动Unstable
86 79 - 89
gemini-2.5-pro
Google · Proprietary
1198±0.0
683 votes 1198.000 [1198.0, 1198.0] 10.00 · 波动Unstable $1.25 / $10 1M
87 80 - 89
grok-code-fast-1
xAI · Proprietary
1169±0.0
202 votes 1169.000 [1169.0, 1169.0] 9.00 · 波动Unstable $0.20 / $1.50 256K
88 81 - 89
grok-4-fast-reasoning
xAI · Proprietary
1145±0.0
229 votes 1145.000 [1145.0, 1145.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
89 81 - 89
mercury-2
Inception AI · Proprietary
1143±0.0
305 votes 1143.000 [1143.0, 1143.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
90 90 - 90
devstral-medium-2507
Mistral · Proprietary
1015±0.0
171 votes 1015.000 [1015.0, 1015.0] 0.00 · 稳定Stable $0.40 / $2 128K
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