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 - 7
claude-opus-4-6
Anthropic · Proprietary
1556±23.0
803 票votes 1555.826 [1532.8, 1578.8] 137.77 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1546±24.4
718 票votes 1545.826 [1521.4, 1570.2] 155.22 · 不稳Volatile $5 / $25 1M
🥉 5 - 23
glm-5.1
智谱 ZAI · MIT
1530±46.7
191 票votes 1529.625 [1482.9, 1576.3] 567.51 · 不稳Volatile $1.40 / $4.40 202.8K
4 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1523±19.9
1.0K 票votes 1522.516 [1502.6, 1542.4] 103.40 · 不稳Volatile $3 / $15 1M
5 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±10.1
8.0K 票votes 1503.426 [1493.3, 1513.5] 26.49 · 不稳Volatile $5 / $25 200K
6 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1497±22.8
739 票votes 1497.043 [1474.2, 1519.8] 135.26 · 不稳Volatile $2 / $12 1M
7 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1473±47.6
165 票votes 1473.494 [1425.9, 1521.1] 589.64 · 不稳Volatile $2.50 / $15 1.1M
8 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1472±9.5
8.3K 票votes 1472.037 [1462.5, 1481.6] 23.72 · 不稳Volatile $5 / $25 200K
9 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.3
13.8K 票votes 1462.175 [1452.9, 1471.4] 22.32 · 不稳Volatile $2 / $12 1M
10 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±48.6
160 票votes 1457.633 [1409.0, 1506.2] 614.80 · 不稳Volatile $2.50 / $15 1.1M
11 1 - 47
glm-5
智谱 ZAI · MIT
1450±25.2
601 票votes 1450.183 [1425.0, 1475.3] 164.66 · 不稳Volatile $1 / $3.20 202.8K
12 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±10.8
4.8K 票votes 1448.927 [1438.1, 1459.8] 30.53 · 不稳Volatile $0.40 / $1.75 202.8K
13 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.6
9.3K 票votes 1439.723 [1430.1, 1449.3] 24.12 · 不稳Volatile $0.50 / $3 1M
14 5 - 52
mimo-v2-pro
小米 · Proprietary
1433±31.9
357 票votes 1432.776 [1400.9, 1464.7] 264.96 · 不稳Volatile $1 / $3 1M
15 21 - 134
minimax-m2.7
MiniMax · Modified MIT
1433±31.3
364 票votes 1432.527 [1401.2, 1463.9] 255.82 · 不稳Volatile $0.30 / $1.20 196.6K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1423±31.9
364 票votes 1422.540 [1390.7, 1454.4] 264.56 · 不稳Volatile $1.75 / $14 400K
17 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1419±43.9
207 票votes 1419.164 [1375.3, 1463.0] 501.25 · 不稳Volatile $0.75 / $4.50 400K
18 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±17.7
1.1K 票votes 1417.492 [1399.8, 1435.2] 81.70 · 不稳Volatile $0.60 / $3 N/A
19 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.6
589 票votes 1414.794 [1390.2, 1439.4] 157.69 · 不稳Volatile $0.44 / $2 262.1K
20 4 - 76
gpt-5.2
OpenAI · Proprietary
1412±17.0
1.5K 票votes 1411.964 [1395.0, 1428.9] 74.80 · 不稳Volatile $1.75 / $14 400K
21 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1408±19.8
927 票votes 1408.387 [1388.6, 1428.2] 101.97 · 不稳Volatile $0.15 / $1.15 196.6K
22 —
qwen3.6-plus-preview
阿里巴巴 · Proprietary
1405±35.3
295 票votes 1405.442 [1370.2, 1440.7] 323.70 · 不稳Volatile — —
23 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.4
6.8K 票votes 1403.846 [1393.5, 1414.2] 28.12 · 不稳Volatile $0.29 / $0.95 196.6K
24 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1402±10.1
6.0K 票votes 1401.768 [1391.7, 1411.8] 26.38 · 不稳Volatile $0.50 / $3 1M
25 27 - 46
gpt-5-medium
OpenAI · Proprietary
1401±13.2
3.8K 票votes 1401.140 [1388.0, 1414.3] 45.11 · 不稳Volatile $1.25 / $10 400K
26 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1398±10.0
6.1K 票votes 1398.119 [1388.1, 1408.1] 26.05 · 不稳Volatile $1.25 / $10 400K
27 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±21.7
741 票votes 1398.003 [1376.3, 1419.7] 122.84 · 不稳Volatile $0.39 / $2.34 262.1K
28 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.6
11.3K 票votes 1395.641 [1387.1, 1404.2] 19.14 · 不稳Volatile $3 / $15 200K
29 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±9.4
8.6K 票votes 1392.175 [1382.7, 1401.6] 23.19 · 不稳Volatile $15 / $75 200K
30 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.4
12.9K 票votes 1386.000 [1377.6, 1394.4] 18.52 · 不稳Volatile $3 / $15 200K
31 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1380±27.0
503 票votes 1379.916 [1353.0, 1406.9] 189.27 · 不稳Volatile $0.20 / $1.56 262.1K
32 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1372±11.3
4.0K 票votes 1372.414 [1361.1, 1383.7] 33.03 · 不稳Volatile $0.25 / $0.38 131.1K
33 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1371±31.0
375 票votes 1371.006 [1340.0, 1402.0] 250.29 · 不稳Volatile $2 / $6 2M
34 9 - 98
glm-4.6
智谱 ZAI · MIT
1362±9.4
8.3K 票votes 1362.283 [1352.9, 1371.7] 23.06 · 不稳Volatile $0.39 / $1.90 204.8K
35 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±11.2
4.1K 票votes 1361.182 [1350.0, 1372.4] 32.49 · 不稳Volatile $0.10 / $0.30 262.1K
36 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±9.0
10.0K 票votes 1359.653 [1350.6, 1368.7] 21.15 · 不稳Volatile $1.25 / $10 400K
37 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1349±25.4
545 票votes 1348.818 [1323.4, 1374.2] 167.58 · 不稳Volatile $0.26 / $2.08 262.1K
38 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1349±18.2
1.2K 票votes 1348.568 [1330.3, 1366.8] 86.48 · 不稳Volatile $0.10 / $0.30 262.1K
39 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1340±12.4
3.1K 票votes 1340.351 [1328.0, 1352.7] 39.79 · 不稳Volatile $1.75 / $14 400K
40 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±10.1
6.2K 票votes 1336.233 [1326.1, 1346.3] 26.50 · 不稳Volatile $1.25 / $10 400K
41 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±8.7
10.0K 票votes 1335.367 [1326.7, 1344.1] 19.71 · 不稳Volatile $1.15 / $8 262.1K
42 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1315±37.2
252 票votes 1315.091 [1277.9, 1352.3] 360.02 · 不稳Volatile $0.14 / $1 262.1K
43 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±9.5
8.4K 票votes 1311.606 [1302.1, 1321.1] 23.46 · 不稳Volatile $0.26 / $1 196.6K
44 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±8.6
11.2K 票votes 1308.236 [1299.6, 1316.9] 19.41 · 不稳Volatile $1 / $5 200K
45 40 - 87
deepseek-v3.2
DeepSeek · MIT
1307±10.3
5.2K 票votes 1306.801 [1296.5, 1317.1] 27.65 · 不稳Volatile $0.25 / $0.38 131.1K
46 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1306±43.0
197 票votes 1306.017 [1263.0, 1349.0] 480.87 · 不稳Volatile N/A N/A
47 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.3
4.9K 票votes 1293.973 [1282.7, 1305.2] 33.08 · 不稳Volatile $0.27 / $0.41 163.8K
48 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.5
10.8K 票votes 1290.921 [1282.4, 1299.5] 19.03 · 不稳Volatile $0.40 / $1.60 262.1K
49 63 - 69
KAT-Coder-Pro-V1
· Proprietary
1266±15.8
1.9K 票votes 1265.849 [1250.0, 1281.7] 65.31 · 不稳Volatile $0.21 / $0.83 256K
50 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1260±25.0
648 票votes 1260.237 [1235.2, 1285.3] 163.35 · 不稳Volatile $0.25 / $1.50 1M
51 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±17.8
1.4K 票votes 1246.973 [1229.2, 1264.7] 82.10 · 不稳Volatile $0.25 / $2 400K
52 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±11.1
5.5K 票votes 1243.333 [1232.2, 1254.5] 32.28 · 不稳Volatile $0.20 / $0.50 2M
53 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.2
1.0K 票votes 1228.300 [1208.1, 1248.5] 106.28 · 不稳Volatile $0.50 / $1.50 N/A
54 1 - 37
grok-4.1-thinking
xAI · Proprietary
1216±19.9
1.2K 票votes 1215.532 [1195.6, 1235.4] 103.20 · 不稳Volatile N/A N/A
55 59 - 61
devstral-2
Mistral · Modified MIT
1214±18.4
1.3K 票votes 1214.288 [1195.9, 1232.7] 88.15 · 不稳Volatile N/A N/A
56 3 - 32
gemini-2.5-pro
Google · Proprietary
1210±13.5
3.3K 票votes 1210.080 [1196.6, 1223.6] 47.36 · 不稳Volatile $1.25 / $10 1M
57 154 - 197
mercury-2
Inception AI · Proprietary
1207±70.0
100 票votes 1206.902 [1136.9, 1277.0] 1277.37 · 不稳Volatile $0.25 / $0.75 128K
58 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1156±23.3
936 票votes 1155.824 [1132.5, 1179.2] 141.70 · 不稳Volatile $0.20 / $0.50 2M
59 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.3
984 票votes 1145.694 [1123.4, 1168.0] 129.16 · 不稳Volatile $0.20 / $1.50 256K
60 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±22.9
993 票votes 1097.240 [1074.3, 1120.2] 136.65 · 不稳Volatile $0.40 / $2 128K
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