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 - 10
claude-opus-4-7
Anthropic · Proprietary
1570±55.3
141 票votes 1569.577 [1514.3, 1624.9] 796.39 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1555±22.6
823 票votes 1555.103 [1532.5, 1577.7] 133.16 · 不稳Volatile $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1545±24.0
736 票votes 1545.271 [1521.3, 1569.3] 149.74 · 不稳Volatile $5 / $25 1M
4 5 - 23
glm-5.1
智谱 ZAI · MIT
1533±43.1
227 票votes 1532.699 [1489.6, 1575.8] 484.40 · 不稳Volatile $1.40 / $4.40 202.8K
5 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1526±19.7
1.0K 票votes 1525.692 [1506.0, 1545.4] 101.14 · 不稳Volatile $3 / $15 1M
6 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±10.1
8.0K 票votes 1503.499 [1493.4, 1513.6] 26.63 · 不稳Volatile $5 / $25 200K
7 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1498±22.4
762 票votes 1497.789 [1475.4, 1520.2] 130.45 · 不稳Volatile $2 / $12 1M
8 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±47.6
165 票votes 1474.164 [1426.5, 1521.8] 590.21 · 不稳Volatile $2.50 / $15 1.1M
9 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1473±9.5
8.3K 票votes 1472.549 [1463.0, 1482.1] 23.73 · 不稳Volatile $5 / $25 200K
10 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.3
13.8K 票votes 1462.168 [1452.9, 1471.5] 22.44 · 不稳Volatile $2 / $12 1M
11 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±48.6
160 票votes 1458.188 [1409.6, 1506.8] 615.05 · 不稳Volatile $2.50 / $15 1.1M
12 1 - 47
glm-5
智谱 ZAI · MIT
1452±24.9
618 票votes 1451.764 [1426.9, 1476.6] 161.10 · 不稳Volatile $1 / $3.20 202.8K
13 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±10.8
4.8K 票votes 1448.908 [1438.1, 1459.8] 30.63 · 不稳Volatile $0.40 / $1.75 202.8K
14 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.6
9.3K 票votes 1439.746 [1430.1, 1449.4] 24.22 · 不稳Volatile $0.50 / $3 1M
15 21 - 134
minimax-m2.7
MiniMax · Modified MIT
1430±30.1
393 票votes 1429.706 [1399.6, 1459.8] 235.83 · 不稳Volatile $0.30 / $1.20 196.6K
16 5 - 52
mimo-v2-pro
小米 · Proprietary
1427±31.0
375 票votes 1426.850 [1395.9, 1457.8] 249.49 · 不稳Volatile $1 / $3 1M
17 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1423±31.9
364 票votes 1423.016 [1391.1, 1454.9] 264.69 · 不稳Volatile $1.75 / $14 400K
18 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±17.6
1.2K 票votes 1416.891 [1399.3, 1434.4] 80.19 · 不稳Volatile $0.60 / $3 N/A
19 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1417±42.5
225 票votes 1416.586 [1374.1, 1459.1] 470.72 · 不稳Volatile $0.75 / $4.50 400K
20 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.6
589 票votes 1414.941 [1390.3, 1439.6] 157.83 · 不稳Volatile $0.44 / $2 262.1K
21 —
qwen3.6-plus-preview
阿里巴巴 · Proprietary
1413±34.4
311 票votes 1413.064 [1378.6, 1447.5] 308.90 · 不稳Volatile — —
22 4 - 76
gpt-5.2
OpenAI · Proprietary
1412±17.0
1.5K 票votes 1411.946 [1395.0, 1428.9] 74.94 · 不稳Volatile $1.75 / $14 400K
23 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1407±19.5
958 票votes 1406.958 [1387.5, 1426.4] 98.71 · 不稳Volatile $0.15 / $1.15 196.6K
24 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.4
6.8K 票votes 1403.831 [1393.4, 1414.2] 28.24 · 不稳Volatile $0.29 / $0.95 196.6K
25 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1402±10.0
6.1K 票votes 1401.712 [1391.7, 1411.8] 26.23 · 不稳Volatile $0.50 / $3 1M
26 27 - 46
gpt-5-medium
OpenAI · Proprietary
1401±13.2
3.8K 票votes 1401.078 [1387.9, 1414.3] 45.24 · 不稳Volatile $1.25 / $10 400K
27 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1398±10.0
6.1K 票votes 1398.090 [1388.1, 1408.1] 26.17 · 不稳Volatile $1.25 / $10 400K
28 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±21.5
758 票votes 1397.454 [1375.9, 1419.0] 120.39 · 不稳Volatile $0.39 / $2.34 262.1K
29 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.6
11.3K 票votes 1395.634 [1387.0, 1404.2] 19.25 · 不稳Volatile $3 / $15 200K
30 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±9.5
8.6K 票votes 1392.142 [1382.7, 1401.6] 23.30 · 不稳Volatile $15 / $75 200K
31 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.4
13.0K 票votes 1386.000 [1377.6, 1394.4] 18.58 · 不稳Volatile $3 / $15 200K
32 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1382±26.3
523 票votes 1381.880 [1355.5, 1408.2] 180.61 · 不稳Volatile $0.20 / $1.56 262.1K
33 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±30.1
392 票votes 1377.222 [1347.1, 1407.4] 236.50 · 不稳Volatile $2 / $6 2M
34 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1372±11.3
4.0K 票votes 1372.285 [1361.0, 1383.6] 33.12 · 不稳Volatile $0.25 / $0.38 131.1K
35 9 - 98
glm-4.6
智谱 ZAI · MIT
1362±9.4
8.3K 票votes 1362.248 [1352.8, 1371.7] 23.17 · 不稳Volatile $0.39 / $1.90 204.8K
36 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±11.2
4.1K 票votes 1361.146 [1350.0, 1372.3] 32.60 · 不稳Volatile $0.10 / $0.30 262.1K
37 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±9.0
10.0K 票votes 1359.629 [1350.6, 1368.7] 21.27 · 不稳Volatile $1.25 / $10 400K
38 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1350±24.9
567 票votes 1350.019 [1325.2, 1374.9] 160.76 · 不稳Volatile $0.26 / $2.08 262.1K
39 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1349±18.2
1.2K 票votes 1348.552 [1330.3, 1366.8] 86.61 · 不稳Volatile $0.10 / $0.30 262.1K
40 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1340±12.4
3.1K 票votes 1340.387 [1328.0, 1352.8] 39.90 · 不稳Volatile $1.75 / $14 400K
41 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±10.1
6.2K 票votes 1336.199 [1326.1, 1346.3] 26.61 · 不稳Volatile $1.25 / $10 400K
42 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±8.7
10.0K 票votes 1335.256 [1326.5, 1344.0] 19.82 · 不稳Volatile $1.15 / $8 262.1K
43 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±37.2
252 票votes 1315.577 [1278.4, 1352.8] 359.99 · 不稳Volatile $0.14 / $1 262.1K
44 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±9.5
8.4K 票votes 1311.583 [1302.1, 1321.1] 23.58 · 不稳Volatile $0.26 / $1 196.6K
45 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±8.6
11.2K 票votes 1307.722 [1299.1, 1316.4] 19.46 · 不稳Volatile $1 / $5 200K
46 40 - 87
deepseek-v3.2
DeepSeek · MIT
1307±10.3
5.2K 票votes 1306.743 [1296.4, 1317.1] 27.77 · 不稳Volatile $0.25 / $0.38 131.1K
47 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1307±43.0
197 票votes 1306.579 [1263.6, 1349.6] 481.37 · 不稳Volatile N/A N/A
48 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.3
4.9K 票votes 1293.933 [1282.6, 1305.2] 33.20 · 不稳Volatile $0.27 / $0.41 163.8K
49 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.6
10.8K 票votes 1290.932 [1282.4, 1299.5] 19.14 · 不稳Volatile $0.40 / $1.60 262.1K
50 63 - 69
KAT-Coder-Pro-V1
· Proprietary
1266±15.9
1.9K 票votes 1265.803 [1249.9, 1281.7] 65.45 · 不稳Volatile $0.21 / $0.83 256K
51 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1264±24.6
670 票votes 1264.446 [1239.8, 1289.1] 157.59 · 不稳Volatile $0.25 / $1.50 1M
52 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±17.8
1.4K 票votes 1246.905 [1229.1, 1264.7] 82.24 · 不稳Volatile $0.25 / $2 400K
53 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±11.2
5.5K 票votes 1243.300 [1232.1, 1254.5] 32.40 · 不稳Volatile $0.20 / $0.50 2M
54 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.2
1.0K 票votes 1228.259 [1208.0, 1248.5] 106.43 · 不稳Volatile $0.50 / $1.50 N/A
55 1 - 37
grok-4.1-thinking
xAI · Proprietary
1215±19.9
1.2K 票votes 1215.480 [1195.6, 1235.4] 103.35 · 不稳Volatile N/A N/A
56 59 - 61
devstral-2
Mistral · Modified MIT
1214±18.4
1.3K 票votes 1214.260 [1195.8, 1232.7] 88.29 · 不稳Volatile N/A N/A
57 3 - 32
gemini-2.5-pro
Google · Proprietary
1210±13.5
3.3K 票votes 1210.009 [1196.5, 1223.5] 47.49 · 不稳Volatile $1.25 / $10 1M
58 154 - 197
mercury-2
Inception AI · Proprietary
1208±70.1
100 票votes 1207.542 [1137.5, 1277.6] 1277.39 · 不稳Volatile $0.25 / $0.75 128K
59 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1156±23.3
936 票votes 1155.772 [1132.4, 1179.1] 141.87 · 不稳Volatile $0.20 / $0.50 2M
60 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.3
984 票votes 1145.627 [1123.3, 1167.9] 129.33 · 不稳Volatile $0.20 / $1.50 256K
61 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±22.9
993 票votes 1097.159 [1074.2, 1120.1] 136.80 · 不稳Volatile $0.40 / $2 128K
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