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 - 3
claude-opus-5-max
Anthropic · Proprietary
1651±45.0Preliminary
186 votes 1651.000 [1606.0, 1696.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1617±24.0Preliminary
815 votes 1617.000 [1593.0, 1641.0] 3.00 · 稳定Stable $3 / $15 1M
🥉 1 - 6
claude-opus-5-high
Anthropic · Proprietary
1606±32.0
399 votes 1606.000 [1574.0, 1638.0] 5.00 · 波动Unstable $5 / $25 1M
4 2 - 7
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1578±20.0
1.1K votes 1578.000 [1558.0, 1598.0] 5.00 · 波动Unstable $5 / $30 1.1M
5 3 - 12
claude-fable-5
Anthropic · Proprietary
1563±18.0
1.2K votes 1563.000 [1545.0, 1581.0] 9.00 · 波动Unstable $5 / $25 1M
6 3 - 13
glm-5.2-max
智谱 ZAI · MIT
1558±17.0
1.5K votes 1558.000 [1541.0, 1575.0] 10.00 · 波动Unstable $1.40 / $4.40 1M
7 4 - 16
claude-opus-4-8-thinking
Anthropic · Proprietary
1548±14.0
2.4K votes 1548.000 [1534.0, 1562.0] 12.00 · 不稳Volatile $2.50 / $12.50 1M
8 5 - 17
claude-opus-4-7
Anthropic · Proprietary
1542±12.0
2.9K votes 1542.000 [1530.0, 1554.0] 12.00 · 不稳Volatile $5 / $25 1M
9 5 - 18
claude-opus-4-7-thinking
Anthropic · Proprietary
1539±12.0
3.2K votes 1539.000 [1527.0, 1551.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
10 5 - 23
muse-spark-1.1
Meta · Proprietary
1534±22.0Preliminary
821 votes 1534.000 [1512.0, 1556.0] 18.00 · 不稳Volatile $1.25 / $4.25 N/A
11 5 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1534±11.0
3.6K votes 1534.000 [1523.0, 1545.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
12 7 - 20
claude-opus-4-6
Anthropic · Proprietary
1529±11.0
3.9K votes 1529.000 [1518.0, 1540.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
13 6 - 22
claude-opus-4-8
Anthropic · Proprietary
1529±15.0
1.8K votes 1529.000 [1514.0, 1544.0] 16.00 · 不稳Volatile $2.50 / $12.50 1M
14 5 - 23
grok-4.5
SpaceXAI · Proprietary
1527±22.0
814 votes 1527.000 [1505.0, 1549.0] 18.00 · 不稳Volatile $2 / $6 500K
15 8 - 23
claude-sonnet-4-6
Anthropic · Proprietary
1523±10.0
4.5K votes 1523.000 [1513.0, 1533.0] 15.00 · 不稳Volatile $3 / $15 1M
16 7 - 23
seed-2.1-pro-preview
字节跳动 · Proprietary
1518±19.0Preliminary
1.1K votes 1518.000 [1499.0, 1537.0] 16.00 · 不稳Volatile N/A N/A
17 7 - 26
claude-sonnet-5-high
Anthropic · Proprietary
1517±22.0
839 votes 1517.000 [1495.0, 1539.0] 19.00 · 不稳Volatile $1 / $5 1M
18 9 - 24
glm-5.1
智谱 ZAI · MIT
1514±16.0
1.7K votes 1514.000 [1498.0, 1530.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
19 11 - 26
kimi-k2.6
月之暗面 · Modified MIT
1507±13.0
2.8K votes 1507.000 [1494.0, 1520.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
20 12 - 27
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1504±14.0Preliminary
2.0K votes 1504.000 [1490.0, 1518.0] 15.00 · 不稳Volatile $1.48 / $4.42 1M
21 13 - 28
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1498±15.0
2.4K votes 1498.000 [1483.0, 1513.0] 15.00 · 不稳Volatile $5 / $25 200K
22 11 - 37
gemini-3.6-flash
Google · Proprietary
1492±28.0Preliminary
520 votes 1492.000 [1464.0, 1520.0] 26.00 · 不稳Volatile $0.75 / $3.75 1M
23 18 - 36
minimax-m3
MiniMax · MiniMax Community License
1482±15.0
1.9K votes 1482.000 [1467.0, 1497.0] 18.00 · 不稳Volatile $0.60 / $2.40 N/A
24 12 - 49
hy3
腾讯 · Apache 2.0
1477±38.0
252 votes 1477.000 [1439.0, 1515.0] 37.00 · 不稳Volatile $0.13 / $0.53 262.1K
25 18 - 48
gemini-3.5-flash
Google · Proprietary
1472±25.0
668 votes 1472.000 [1447.0, 1497.0] 30.00 · 不稳Volatile $0.75 / $4.50 1M
26 21 - 46
kimi-k2.7-code
月之暗面 · Modified MIT
1471±19.0
1.1K votes 1471.000 [1452.0, 1490.0] 25.00 · 不稳Volatile $0.73 / $3.50 262.1K
27 22 - 44
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1470±12.0
2.7K votes 1470.000 [1458.0, 1482.0] 22.00 · 不稳Volatile $5 / $30 N/A
28 20 - 49
qwen3.6-max-preview
阿里巴巴 · Proprietary
1469±23.0
764 votes 1469.000 [1446.0, 1492.0] 29.00 · 不稳Volatile $1.04 / $6.24 262.1K
29 22 - 46
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±12.0
2.7K votes 1467.000 [1455.0, 1479.0] 24.00 · 不稳Volatile $0.43 / $0.87 1M
30 17 - 52
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1464±35.0
373 votes 1464.000 [1429.0, 1499.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
31 22 - 47
mimo-v2.5-pro
小米 · MIT
1462±12.0
3.0K votes 1462.000 [1450.0, 1474.0] 25.00 · 不稳Volatile $0.43 / $0.87 1.1M
32 22 - 48
claude-opus-4-5-20251101
Anthropic · Proprietary
1460±13.0
2.9K votes 1460.000 [1447.0, 1473.0] 26.00 · 不稳Volatile $5 / $25 200K
33 22 - 49
gemini-3.5-flash-medium
Google · Proprietary
1460±16.0
1.5K votes 1460.000 [1444.0, 1476.0] 27.00 · 不稳Volatile $0.75 / $4.50 1M
34 22 - 49
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1456±12.0
3.6K votes 1456.000 [1444.0, 1468.0] 27.00 · 不稳Volatile N/A N/A
35 23 - 49
mimo-v2.5
小米 · MIT
1452±13.0
2.6K votes 1452.000 [1439.0, 1465.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
36 24 - 49
qwen3.6-plus
阿里巴巴 · Proprietary
1449±11.0
3.8K votes 1449.000 [1438.0, 1460.0] 25.00 · 不稳Volatile $0.33 / $1.95 1M
37 24 - 49
deepseek-v4-pro
DeepSeek · MIT
1449±12.0
3.2K votes 1449.000 [1437.0, 1461.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
38 24 - 50
gemini-3-flash
Google · Proprietary
1445±15.0
2.2K votes 1445.000 [1430.0, 1460.0] 26.00 · 不稳Volatile $0.50 / $3 1M
39 24 - 52
glm-5
智谱 ZAI · MIT
1444±16.0
1.7K votes 1444.000 [1428.0, 1460.0] 28.00 · 不稳Volatile $1 / $3.20 202.8K
40 25 - 52
mimo-v2-pro
小米 · Proprietary
1442±15.0
1.9K votes 1442.000 [1427.0, 1457.0] 27.00 · 不稳Volatile $1 / $3 1M
41 28 - 52
kimi-k2.5-thinking
月之暗面 · Modified MIT
1437±10.0
3.8K votes 1437.000 [1427.0, 1447.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
42 22 - 57
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±34.0
387 votes 1437.000 [1403.0, 1471.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
43 27 - 53
gemini-3-pro
Google · Proprietary
1436±14.0
2.7K votes 1436.000 [1422.0, 1450.0] 26.00 · 不稳Volatile $2 / $12 1M
44 30 - 52
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1435±12.0
2.8K votes 1435.000 [1423.0, 1447.0] 22.00 · 不稳Volatile N/A N/A
45 24 - 55
glm-4.7
智谱 ZAI · MIT
1435±25.0
736 votes 1435.000 [1410.0, 1460.0] 31.00 · 不稳Volatile $0.40 / $1.75 204.8K
46 24 - 55
inkling
Thinky · Apache 2.0
1434±24.0
667 votes 1434.000 [1410.0, 1458.0] 31.00 · 不稳Volatile $1 / $4.05 1M
47 24 - 62
glm-5v-turbo
智谱 ZAI · Proprietary
1427±33.0
358 votes 1427.000 [1394.0, 1460.0] 38.00 · 不稳Volatile $1.20 / $4 202.8K
48 37 - 54
gemini-3.1-pro-preview
Google · Proprietary
1423±9.0
5.4K votes 1423.000 [1414.0, 1432.0] 17.00 · 不稳Volatile $1 / $6 1M
49 25 - 62
gpt-5-medium
OpenAI · Proprietary
1420±35.0
457 votes 1420.000 [1385.0, 1455.0] 37.00 · 不稳Volatile $0.63 / $5 400K
50 22 - 73
gpt-5.2
OpenAI · Proprietary
1418±51.0
191 votes 1418.000 [1367.0, 1469.0] 51.00 · 不稳Volatile $0.88 / $7 400K
51 44 - 62
minimax-m2.7
MiniMax · Modified MIT
1406±12.0
2.8K votes 1406.000 [1394.0, 1418.0] 18.00 · 不稳Volatile $0.25 / $1 204.8K
52 38 - 68
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1403±26.0
662 votes 1403.000 [1377.0, 1429.0] 30.00 · 不稳Volatile $1.75 / $14 400K
53 43 - 71
gpt-5.1-medium
OpenAI · Proprietary
1399±24.0
855 votes 1399.000 [1375.0, 1423.0] 28.00 · 不稳Volatile $0.63 / $5 400K
54 38 - 73
gpt-5.4
OpenAI · Proprietary
1398±32.0
366 votes 1398.000 [1366.0, 1430.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
55 47 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±10.0
4.1K votes 1397.000 [1387.0, 1407.0] 15.00 · 不稳Volatile $0.39 / $2.34 262.1K
56 48 - 67
gpt-5.4-mini-high
OpenAI · Proprietary
1391±12.0
2.8K votes 1391.000 [1379.0, 1403.0] 19.00 · 不稳Volatile $0.75 / $4.50 400K
57 47 - 70
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±14.0
2.5K votes 1390.000 [1376.0, 1404.0] 23.00 · 不稳Volatile $3 / $15 200K
58 45 - 75
kimi-k2.5-instant
月之暗面 · Modified MIT
1387±24.0
731 votes 1387.000 [1363.0, 1411.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
59 48 - 73
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±13.0
3.1K votes 1384.000 [1371.0, 1397.0] 25.00 · 不稳Volatile $3 / $15 200K
60 48 - 73
minimax-m2.1-preview
MiniMax · MIT
1383±17.0
1.5K votes 1383.000 [1366.0, 1400.0] 25.00 · 不稳Volatile $0.30 / $1.20 204.8K
61 48 - 75
claude-opus-4-1-20250805
Anthropic · Proprietary
1378±20.0
1.2K votes 1378.000 [1358.0, 1398.0] 27.00 · 不稳Volatile $15 / $75 200K
62 48 - 75
laguna-m.1
Poolside · Apache 2.0
1377±19.0
1.2K votes 1377.000 [1358.0, 1396.0] 27.00 · 不稳Volatile $0.20 / $0.40 262.1K
63 52 - 74
gemini-3-flash (thinking-minimal)
Google · Proprietary
1373±9.0
5.2K votes 1373.000 [1364.0, 1382.0] 22.00 · 不稳Volatile $0.50 / $3 1M
64 52 - 78
deepseek-v3.2-thinking
DeepSeek · MIT
1368±17.0
1.5K votes 1368.000 [1351.0, 1385.0] 26.00 · 不稳Volatile $0.27 / $0.40 163.8K
65 52 - 77
gemma-4-31b
Google · Apache 2.0
1368±17.0
1.4K votes 1368.000 [1351.0, 1385.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
66 52 - 76
minimax-m2.5
MiniMax · Modified MIT
1368±15.0
1.8K votes 1368.000 [1353.0, 1383.0] 24.00 · 不稳Volatile $0.15 / $0.90 204.8K
67 55 - 76
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1365±11.0
4.1K votes 1365.000 [1354.0, 1376.0] 21.00 · 不稳Volatile $2 / $6 2M
68 54 - 78
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±14.0
1.9K votes 1363.000 [1349.0, 1377.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
69 52 - 80
gpt-5.1-codex
OpenAI · Proprietary
1359±24.0
846 votes 1359.000 [1335.0, 1383.0] 28.00 · 不稳Volatile $1.25 / $10 400K
70 56 - 78
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1358±14.0
2.1K votes 1358.000 [1344.0, 1372.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
71 53 - 80
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±21.0
968 votes 1358.000 [1337.0, 1379.0] 27.00 · 不稳Volatile $1.75 / $14 400K
72 54 - 81
glm-4.6
智谱 ZAI · MIT
1355±21.0
1.1K votes 1355.000 [1334.0, 1376.0] 27.00 · 不稳Volatile $0.50 / $2 204.8K
73 60 - 78
grok-4.3
SpaceXAI · Proprietary
1352±13.0
2.6K votes 1352.000 [1339.0, 1365.0] 18.00 · 不稳Volatile $1.25 / $2.50 1M
74 61 - 82
gpt-5.2-codex
OpenAI · Proprietary
1347±17.0
1.6K votes 1347.000 [1330.0, 1364.0] 21.00 · 不稳Volatile $1.75 / $14 400K
75 56 - 86
gemma-4-26b-a4b
Google · Apache 2.0
1342±32.0
395 votes 1342.000 [1310.0, 1374.0] 30.00 · 不稳Volatile N/A N/A
76 64 - 84
deepseek-v3.2
DeepSeek · MIT
1339±15.0
2.0K votes 1339.000 [1324.0, 1354.0] 20.00 · 不稳Volatile $0.27 / $0.40 163.8K
77 67 - 84
gpt-5.1
OpenAI · Proprietary
1336±15.0
2.1K votes 1336.000 [1321.0, 1351.0] 17.00 · 不稳Volatile $0.63 / $5 400K
78 71 - 84
claude-haiku-4-5-20251001
Anthropic · Proprietary
1328±9.0
5.6K votes 1328.000 [1319.0, 1337.0] 13.00 · 不稳Volatile $1 / $5 200K
79 71 - 87
mimo-v2-flash (non-thinking)
小米 · MIT
1321±19.0
1.2K votes 1321.000 [1302.0, 1340.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
80 66 - 90
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1318±33.0
385 votes 1318.000 [1285.0, 1351.0] 24.00 · 不稳Volatile N/A N/A
81 74 - 87
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1318±13.0
2.7K votes 1318.000 [1305.0, 1331.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
82 73 - 88
laguna-xs.2
Poolside · Apache 2.0
1312±22.0
960 votes 1312.000 [1290.0, 1334.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
83 75 - 90
minimax-m2
MiniMax · Apache 2.0
1306±21.0
1.1K votes 1306.000 [1285.0, 1327.0] 15.00 · 不稳Volatile $0.26 / $1.02 204.8K
84 75 - 95
mimo-v2-flash (thinking)
小米 · MIT
1294±35.0
370 votes 1294.000 [1259.0, 1329.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 78 - 96
deepseek-v3.2-exp
DeepSeek · MIT
1284±30.0
593 votes 1284.000 [1254.0, 1314.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
86 79 - 96
mistral-medium-3.5
Mistral · Modified MIT
1280±29.0
554 votes 1280.000 [1251.0, 1309.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
87 82 - 95
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±14.0
2.5K votes 1272.000 [1258.0, 1286.0] 13.00 · 不稳Volatile $0.40 / $1.60 262.1K
88 78 - 101
KAT-Coder-Pro-V1
· Proprietary
1264±51.0
212 votes 1264.000 [1213.0, 1315.0] 23.00 · 不稳Volatile $0.21 / $0.83 256K
89 84 - 97
gemini-3.1-flash-lite-preview
Google · Proprietary
1256±12.0
3.7K votes 1256.000 [1244.0, 1268.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
90 82 - 99
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1253±33.0
391 votes 1253.000 [1220.0, 1286.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
91 84 - 98
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1250±21.0
1.1K votes 1250.000 [1229.0, 1271.0] 14.00 · 不稳Volatile $0.20 / $0.50 2M
92 84 - 101
trinity-large-thinking
· Apache 2.0
1245±39.0
333 votes 1245.000 [1206.0, 1284.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
93 81 - 102
gpt-5.1-codex-mini
OpenAI · Proprietary
1241±53.0
171 votes 1241.000 [1188.0, 1294.0] 21.00 · 不稳Volatile $0.25 / $2 400K
94 86 - 102
gemini-2.5-pro
Google · Proprietary
1223±35.0
479 votes 1223.000 [1188.0, 1258.0] 16.00 · 不稳Volatile $0.63 / $5 1M
95 84 - 102
qwen3.5-flash
阿里巴巴 · Proprietary
1222±38.0
306 votes 1222.000 [1184.0, 1260.0] 18.00 · 不稳Volatile N/A N/A
96 84 - 102
grok-code-fast-1
SpaceXAI · Proprietary
1208±61.0
139 votes 1208.000 [1147.0, 1269.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
97 88 - 102
devstral-2
Mistral · Modified MIT
1203±44.0
266 votes 1203.000 [1159.0, 1247.0] 14.00 · 不稳Volatile N/A N/A
98 90 - 102
granite-4.1-8b
IBM · Apache 2.0
1192±35.0
452 votes 1192.000 [1157.0, 1227.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
99 89 - 102
mistral-large-3
Mistral · Apache 2.0
1179±64.0
152 votes 1179.000 [1115.0, 1243.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
100 91 - 102
grok-4.1-thinking
SpaceXAI · Proprietary
1159±60.0
153 votes 1159.000 [1099.0, 1219.0] 11.00 · 波动Unstable N/A N/A
101 91 - 102
grok-4-fast-reasoning
SpaceXAI · Proprietary
1157±60.0
156 votes 1157.000 [1097.0, 1217.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
102 93 - 102
mercury-2
Inception AI · Proprietary
1155±46.0
265 votes 1155.000 [1109.0, 1201.0] 9.00 · 波动Unstable $0.25 / $0.75 128K
103 103 - 103
devstral-medium-2507
Mistral · Proprietary
926±110.0
124 votes 926.000 [816.0, 1036.0] 0.00 · 稳定Stable $0.40 / $2 128K
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