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
1553±23.2
778 票votes 1552.559 [1529.3, 1575.8] 140.47 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1548±25.0
692 票votes 1548.049 [1523.0, 1573.1] 163.06 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1520±19.8
999 票votes 1519.560 [1499.7, 1539.4] 102.36 · 不稳Volatile $3 / $15 1M
4 5 - 23
glm-5.1
智谱 ZAI · MIT
1519±56.3
128 票votes 1518.814 [1462.5, 1575.1] 824.29 · 不稳Volatile $1.40 / $4.40 202.8K
5 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±10.0
8.0K 票votes 1503.126 [1493.1, 1513.2] 26.26 · 不稳Volatile $5 / $25 200K
6 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1498±23.5
703 票votes 1497.701 [1474.2, 1521.2] 144.35 · 不稳Volatile $2 / $12 1M
7 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1471±47.3
166 票votes 1470.774 [1423.5, 1518.1] 582.14 · 不稳Volatile $2.50 / $15 1.1M
8 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1470±9.5
8.3K 票votes 1470.120 [1460.7, 1479.6] 23.28 · 不稳Volatile $5 / $25 200K
9 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.2
13.8K 票votes 1462.056 [1452.8, 1471.3] 22.06 · 不稳Volatile $2 / $12 1M
10 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±48.6
160 票votes 1456.859 [1408.3, 1505.4] 614.19 · 不稳Volatile $2.50 / $15 1.1M
11 1 - 47
glm-5
智谱 ZAI · MIT
1451±25.7
574 票votes 1451.341 [1425.6, 1477.1] 172.07 · 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 1448.814 [1438.0, 1459.6] 30.26 · 不稳Volatile $0.40 / $1.75 202.8K
13 1 - 28
gemini-3-flash
Google · Proprietary
1439±9.6
9.2K 票votes 1439.460 [1429.9, 1449.0] 23.88 · 不稳Volatile $0.50 / $3 1M
14 5 - 52
mimo-v2-pro
小米 · Proprietary
1434±32.2
347 票votes 1433.731 [1401.5, 1466.0] 270.60 · 不稳Volatile $1 / $3 1M
15 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1430±45.8
180 票votes 1430.043 [1384.3, 1475.8] 545.40 · 不稳Volatile $0.75 / $4.50 400K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1422±31.8
364 票votes 1422.441 [1390.6, 1454.3] 263.91 · 不稳Volatile $1.75 / $14 400K
17 —
qwen3.6-plus-preview
阿里巴巴 · Proprietary
1419±35.4
284 票votes 1419.059 [1383.6, 1454.5] 326.43 · 不稳Volatile — —
18 21 - 134
minimax-m2.7
MiniMax · Proprietary
1416±32.0
342 票votes 1416.084 [1384.1, 1448.1] 266.42 · 不稳Volatile $0.30 / $1.20 196.6K
19 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1416±18.6
1.0K 票votes 1415.865 [1397.3, 1434.5] 90.05 · 不稳Volatile $0.60 / $3 N/A
20 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.6
589 票votes 1414.540 [1390.0, 1439.1] 157.32 · 不稳Volatile $0.44 / $2 262.1K
21 4 - 76
gpt-5.2
OpenAI · Proprietary
1412±16.9
1.5K 票votes 1411.797 [1394.9, 1428.7] 74.48 · 不稳Volatile $1.75 / $14 400K
22 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1409±19.7
931 票votes 1408.525 [1388.8, 1428.2] 101.12 · 不稳Volatile $0.15 / $1.15 196.6K
23 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.3
6.8K 票votes 1403.541 [1393.2, 1413.9] 27.86 · 不稳Volatile $0.29 / $0.95 196.6K
24 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1401±10.1
6.0K 票votes 1401.371 [1391.3, 1411.4] 26.35 · 不稳Volatile $0.50 / $3 1M
25 27 - 46
gpt-5-medium
OpenAI · Proprietary
1401±13.1
3.8K 票votes 1401.105 [1388.0, 1414.2] 44.82 · 不稳Volatile $1.25 / $10 400K
26 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1398±10.0
6.1K 票votes 1398.022 [1388.1, 1408.0] 25.78 · 不稳Volatile $1.25 / $10 400K
27 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.5
11.3K 票votes 1395.518 [1387.0, 1404.0] 18.89 · 不稳Volatile $3 / $15 200K
28 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±21.7
737 票votes 1394.450 [1372.8, 1416.1] 122.13 · 不稳Volatile $0.39 / $2.34 262.1K
29 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±9.4
8.6K 票votes 1392.084 [1382.7, 1401.5] 22.91 · 不稳Volatile $15 / $75 200K
30 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.3
13.0K 票votes 1386.000 [1377.7, 1394.3] 18.15 · 不稳Volatile $3 / $15 200K
31 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1373±27.4
483 票votes 1373.364 [1346.0, 1400.8] 195.32 · 不稳Volatile $0.20 / $1.56 262.1K
32 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1372±11.2
4.0K 票votes 1372.003 [1360.8, 1383.2] 32.45 · 不稳Volatile $0.25 / $0.38 131.1K
33 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1372±32.1
354 票votes 1371.914 [1339.8, 1404.0] 268.10 · 不稳Volatile $2 / $6 2M
34 9 - 98
glm-4.6
智谱 ZAI · MIT
1362±9.4
8.3K 票votes 1362.243 [1352.9, 1371.6] 22.78 · 不稳Volatile $0.39 / $1.90 204.8K
35 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±11.1
4.1K 票votes 1361.084 [1350.0, 1372.2] 32.23 · 不稳Volatile $0.10 / $0.30 262.1K
36 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±9.0
10.0K 票votes 1359.511 [1350.6, 1368.5] 20.88 · 不稳Volatile $1.25 / $10 400K
37 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±25.3
536 票votes 1356.763 [1331.5, 1382.1] 166.67 · 不稳Volatile $0.26 / $2.08 262.1K
38 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1348±18.2
1.2K 票votes 1348.191 [1330.0, 1366.4] 86.23 · 不稳Volatile $0.10 / $0.30 262.1K
39 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1340±12.3
3.1K 票votes 1340.208 [1327.9, 1352.5] 39.51 · 不稳Volatile $1.75 / $14 400K
40 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±10.0
6.2K 票votes 1336.185 [1326.1, 1346.2] 26.22 · 不稳Volatile $1.25 / $10 400K
41 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±8.6
10.0K 票votes 1335.511 [1326.9, 1344.2] 19.44 · 不稳Volatile $1.15 / $8 262.1K
42 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1315±37.1
252 票votes 1315.001 [1277.9, 1352.1] 358.62 · 不稳Volatile $0.14 / $1 262.1K
43 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±9.4
8.4K 票votes 1311.708 [1302.3, 1321.1] 23.16 · 不稳Volatile $0.26 / $1 196.6K
44 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1309±8.6
11.2K 票votes 1308.537 [1299.9, 1317.2] 19.41 · 不稳Volatile $1 / $5 200K
45 40 - 87
deepseek-v3.2
DeepSeek · MIT
1308±10.3
5.2K 票votes 1308.476 [1298.2, 1318.8] 27.51 · 不稳Volatile $0.25 / $0.38 131.1K
46 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1306±42.9
197 票votes 1306.111 [1263.2, 1349.0] 478.93 · 不稳Volatile N/A N/A
47 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.2
4.9K 票votes 1293.862 [1282.6, 1305.1] 32.79 · 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 1290.788 [1282.3, 1299.3] 18.76 · 不稳Volatile $0.40 / $1.60 262.1K
49 63 - 69
KAT-Coder-Pro-V1
· Proprietary
1266±15.8
1.9K 票votes 1265.763 [1250.0, 1281.6] 65.01 · 不稳Volatile $0.21 / $0.83 256K
50 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1265±24.6
656 票votes 1264.899 [1240.3, 1289.5] 157.45 · 不稳Volatile $0.25 / $1.50 1M
51 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±17.7
1.4K 票votes 1246.946 [1229.2, 1264.7] 81.80 · 不稳Volatile $0.25 / $2 400K
52 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±11.1
5.5K 票votes 1243.225 [1232.1, 1254.3] 32.01 · 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 1228.269 [1208.1, 1248.4] 105.95 · 不稳Volatile $0.50 / $1.50 N/A
54 1 - 37
grok-4.1-thinking
xAI · Proprietary
1215±19.9
1.2K 票votes 1215.454 [1195.6, 1235.3] 102.90 · 不稳Volatile N/A N/A
55 59 - 61
devstral-2
Mistral · Modified MIT
1213±18.4
1.3K 票votes 1213.254 [1194.9, 1231.6] 88.06 · 不稳Volatile N/A N/A
56 3 - 32
gemini-2.5-pro
Google · Proprietary
1210±13.4
3.3K 票votes 1210.057 [1196.6, 1223.5] 47.08 · 不稳Volatile $1.25 / $10 1M
57 154 - 197
mercury-2
Inception AI · Proprietary
1207±69.9
100 票votes 1206.941 [1137.0, 1276.8] 1271.89 · 不稳Volatile $0.25 / $0.75 128K
58 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1156±23.3
936 票votes 1155.744 [1132.4, 1179.0] 141.34 · 不稳Volatile $0.20 / $0.50 2M
59 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.2
984 票votes 1145.655 [1123.4, 1167.9] 128.81 · 不稳Volatile $0.20 / $1.50 256K
60 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±22.9
993 票votes 1097.235 [1074.4, 1120.1] 136.33 · 不稳Volatile $0.40 / $2 128K
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