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 - 5
claude-opus-5-max
Anthropic · Proprietary
1677±45.0
249 票votes 1677.000 [1632.0, 1722.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-fable-5
Anthropic · Proprietary
1676±26.0
765 票votes 1676.000 [1650.0, 1702.0] 3.00 · 稳定Stable $10 / $50 1M
🥉 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1667±32.0
467 票votes 1667.000 [1635.0, 1699.0] 4.00 · 稳定Stable $5 / $25 1M
4 1 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1654±34.0
439 票votes 1654.000 [1620.0, 1688.0] 5.00 · 波动Unstable $3 / $15 1M
5 2 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1610±27.0
646 票votes 1610.000 [1583.0, 1637.0] 4.00 · 稳定Stable $5 / $30 1.1M
6 4 - 16
grok-4.5
SpaceXAI · Proprietary
1588±33.0
389 票votes 1588.000 [1555.0, 1621.0] 12.00 · 不稳Volatile $2 / $6 500K
7 6 - 22
claude-opus-4-7
Anthropic · Proprietary
1563±17.0
1.4K 票votes 1563.000 [1546.0, 1580.0] 16.00 · 不稳Volatile $5 / $25 1M
8 6 - 24
claude-opus-4-8-thinking
Anthropic · Proprietary
1560±21.0
913 票votes 1560.000 [1539.0, 1581.0] 18.00 · 不稳Volatile $5 / $25 1M
9 6 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1559±15.0
1.8K 票votes 1559.000 [1544.0, 1574.0] 16.00 · 不稳Volatile $5 / $25 1M
10 6 - 24
claude-opus-4-7-thinking
Anthropic · Proprietary
1553±16.0
1.5K 票votes 1553.000 [1537.0, 1569.0] 18.00 · 不稳Volatile $5 / $25 1M
11 6 - 25
claude-opus-4-6
Anthropic · Proprietary
1551±14.0
1.9K 票votes 1551.000 [1537.0, 1565.0] 19.00 · 不稳Volatile $5 / $25 1M
12 6 - 33
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1547±36.0
326 票votes 1547.000 [1511.0, 1583.0] 27.00 · 不稳Volatile $0.20 / $1.20 1M
13 6 - 33
gemini-3.6-flash
Google · Proprietary
1544±32.0Preliminary
405 票votes 1544.000 [1512.0, 1576.0] 27.00 · 不稳Volatile $1.50 / $7.50 1M
14 6 - 29
glm-5.2-max
智谱 ZAI · MIT
1543±23.0
729 票votes 1543.000 [1520.0, 1566.0] 23.00 · 不稳Volatile $1.40 / $4.40 1M
15 7 - 29
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1537±17.0
1.4K 票votes 1537.000 [1520.0, 1554.0] 22.00 · 不稳Volatile N/A N/A
16 7 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1536±18.0
1.3K 票votes 1536.000 [1518.0, 1554.0] 23.00 · 不稳Volatile $5 / $30 N/A
17 7 - 33
glm-5.1
智谱 ZAI · MIT
1533±22.0
849 票votes 1533.000 [1511.0, 1555.0] 26.00 · 不稳Volatile $1.40 / $4.40 202.8K
18 7 - 33
claude-opus-4-8
Anthropic · Proprietary
1531±19.0
1.0K 票votes 1531.000 [1512.0, 1550.0] 26.00 · 不稳Volatile $5 / $25 1M
19 6 - 36
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1531±38.0
291 票votes 1531.000 [1493.0, 1569.0] 30.00 · 不稳Volatile $2 / $12 1M
20 6 - 34
muse-spark-1.1
Meta · Proprietary
1530±32.0Preliminary
392 票votes 1530.000 [1498.0, 1562.0] 28.00 · 不稳Volatile $1.25 / $4.25 N/A
21 7 - 33
gemini-3.5-flash-medium
Google · Proprietary
1529±23.0
758 票votes 1529.000 [1506.0, 1552.0] 26.00 · 不稳Volatile $1.50 / $9 1M
22 9 - 33
claude-sonnet-4-6
Anthropic · Proprietary
1525±13.0
2.2K 票votes 1525.000 [1512.0, 1538.0] 24.00 · 不稳Volatile $3 / $15 1M
23 9 - 34
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1522±21.0
892 票votes 1522.000 [1501.0, 1543.0] 25.00 · 不稳Volatile $1.48 / $4.42 1M
24 7 - 36
claude-sonnet-5-high
Anthropic · Proprietary
1519±29.0
494 票votes 1519.000 [1490.0, 1548.0] 29.00 · 不稳Volatile $2 / $10 1M
25 12 - 34
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1511±13.0
6.0K 票votes 1511.000 [1498.0, 1524.0] 22.00 · 不稳Volatile $5 / $25 200K
26 12 - 40
seed-2.1-pro-preview
字节跳动 · Proprietary
1505±26.0Preliminary
587 票votes 1505.000 [1479.0, 1531.0] 28.00 · 不稳Volatile N/A N/A
27 14 - 36
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1502±17.0
1.4K 票votes 1502.000 [1485.0, 1519.0] 22.00 · 不稳Volatile N/A N/A
28 15 - 37
gemini-3.1-pro-preview
Google · Proprietary
1498±14.0
2.0K 票votes 1498.000 [1484.0, 1512.0] 22.00 · 不稳Volatile $2 / $12 1M
29 15 - 41
kimi-k2.6
月之暗面 · Modified MIT
1496±19.0
1.0K 票votes 1496.000 [1477.0, 1515.0] 26.00 · 不稳Volatile $0.95 / $4 262.1K
30 12 - 46
qwen3.6-max-preview
阿里巴巴 · Proprietary
1494±35.0
317 票votes 1494.000 [1459.0, 1529.0] 34.00 · 不稳Volatile $1.03 / $6.16 262.1K
31 21 - 43
mimo-v2.5-pro
小米 · MIT
1486±18.0
1.3K 票votes 1486.000 [1468.0, 1504.0] 22.00 · 不稳Volatile $0.43 / $0.87 1.1M
32 15 - 50
gemini-3.5-flash
Google · Proprietary
1483±35.0
339 票votes 1483.000 [1448.0, 1518.0] 35.00 · 不稳Volatile $1.50 / $9 1M
33 24 - 43
claude-opus-4-5-20251101
Anthropic · Proprietary
1481±12.0
6.4K 票votes 1481.000 [1469.0, 1493.0] 19.00 · 不稳Volatile $5 / $25 200K
34 12 - 58
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1478±56.0
122 票votes 1478.000 [1422.0, 1534.0] 46.00 · 不稳Volatile $2.50 / $15 1.1M
35 24 - 45
deepseek-v4-pro-high-preview
DeepSeek · MIT
1478±18.0
1.2K 票votes 1478.000 [1460.0, 1496.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
36 11 - 64
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1475±62.0
107 票votes 1475.000 [1413.0, 1537.0] 53.00 · 不稳Volatile $2.50 / $15 1.1M
37 28 - 47
gemini-3-pro
Google · Proprietary
1469±11.0
10.6K 票votes 1469.000 [1458.0, 1480.0] 19.00 · 不稳Volatile $2 / $12 1M
38 28 - 50
qwen3.6-plus
阿里巴巴 · Proprietary
1464±16.0
1.5K 票votes 1464.000 [1448.0, 1480.0] 22.00 · 不稳Volatile $0.33 / $1.95 1M
39 28 - 54
minimax-m3
MiniMax · MiniMax Community License
1463±20.0
976 票votes 1463.000 [1443.0, 1483.0] 26.00 · 不稳Volatile $0.60 / $2.40 N/A
40 27 - 57
kimi-k2.7-code
月之暗面 · Modified MIT
1458±26.0
578 票votes 1458.000 [1432.0, 1484.0] 30.00 · 不稳Volatile $0.73 / $3.50 262.1K
41 30 - 57
glm-5
智谱 ZAI · MIT
1453±22.0
826 票votes 1453.000 [1431.0, 1475.0] 27.00 · 不稳Volatile $1 / $3.20 202.8K
42 33 - 57
glm-4.7
智谱 ZAI · MIT
1446±14.0
3.7K 票votes 1446.000 [1432.0, 1460.0] 24.00 · 不稳Volatile $0.40 / $1.75 204.8K
43 35 - 57
gemini-3-flash
Google · Proprietary
1444±12.0
7.0K 票votes 1444.000 [1432.0, 1456.0] 22.00 · 不稳Volatile $0.50 / $3 1M
44 32 - 61
mimo-v2-pro
小米 · Proprietary
1439±22.0
792 票votes 1439.000 [1417.0, 1461.0] 29.00 · 不稳Volatile $1 / $3 1M
45 35 - 61
deepseek-v4-pro
DeepSeek · MIT
1437±18.0
1.2K 票votes 1437.000 [1419.0, 1455.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
46 37 - 61
kimi-k2.5-thinking
月之暗面 · Modified MIT
1432±14.0
2.1K 票votes 1432.000 [1418.0, 1446.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
47 35 - 68
gpt-5.2
OpenAI · Proprietary
1430±24.0
1.0K 票votes 1430.000 [1406.0, 1454.0] 33.00 · 不稳Volatile $1.75 / $14 400K
48 37 - 64
gpt-5-medium
OpenAI · Proprietary
1429±17.0
3.0K 票votes 1429.000 [1412.0, 1446.0] 27.00 · 不稳Volatile $1.25 / $10 400K
49 32 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1429±33.0
360 票votes 1429.000 [1396.0, 1462.0] 38.00 · 不稳Volatile $1.75 / $14 400K
50 29 - 74
gpt-5.4
OpenAI · Proprietary
1428±50.0
138 票votes 1428.000 [1378.0, 1478.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
51 37 - 65
gpt-5.4-mini-high
OpenAI · Proprietary
1427±18.0
1.3K 票votes 1427.000 [1409.0, 1445.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
52 30 - 76
hy3
腾讯 · Apache 2.0
1426±50.0
160 票votes 1426.000 [1376.0, 1476.0] 46.00 · 不稳Volatile $0.13 / $0.53 262.1K
53 38 - 68
deepseek-v4-flash-high-preview
DeepSeek · MIT
1423±19.0
1.0K 票votes 1423.000 [1404.0, 1442.0] 30.00 · 不稳Volatile $0.14 / $0.28 1M
54 38 - 69
mimo-v2.5
小米 · MIT
1422±18.0
1.2K 票votes 1422.000 [1404.0, 1440.0] 31.00 · 不稳Volatile $0.14 / $0.28 1.1M
55 34 - 73
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±38.0
271 票votes 1420.000 [1382.0, 1458.0] 39.00 · 不稳Volatile $1.75 / $14 400K
56 37 - 71
kimi-k2.5-instant
月之暗面 · Modified MIT
1419±29.0
463 票votes 1419.000 [1390.0, 1448.0] 34.00 · 不稳Volatile $0.57 / $2.85 262.1K
57 38 - 71
minimax-m2.5
MiniMax · Modified MIT
1415±21.0
899 票votes 1415.000 [1394.0, 1436.0] 33.00 · 不稳Volatile $0.15 / $0.90 204.8K
58 42 - 70
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1414±14.0
1.9K 票votes 1414.000 [1400.0, 1428.0] 28.00 · 不稳Volatile $0.39 / $2.34 262.1K
59 43 - 71
minimax-m2.7
MiniMax · Modified MIT
1404±16.0
1.5K 票votes 1404.000 [1388.0, 1420.0] 28.00 · 不稳Volatile $0.25 / $1 204.8K
60 46 - 71
minimax-m2.1-preview
MiniMax · MIT
1403±13.0
5.1K 票votes 1403.000 [1390.0, 1416.0] 25.00 · 不稳Volatile $0.30 / $1.20 204.8K
61 46 - 71
gpt-5.1-medium
OpenAI · Proprietary
1401±13.0
4.7K 票votes 1401.000 [1388.0, 1414.0] 25.00 · 不稳Volatile $1.25 / $10 400K
62 49 - 71
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1399±11.0
8.8K 票votes 1399.000 [1388.0, 1410.0] 22.00 · 不稳Volatile $3 / $15 200K
63 49 - 71
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±10.0
5.7K 票votes 1399.000 [1389.0, 1409.0] 22.00 · 不稳Volatile $0.50 / $3 1M
64 48 - 71
claude-opus-4-1-20250805
Anthropic · Proprietary
1398±12.0
6.7K 票votes 1398.000 [1386.0, 1410.0] 23.00 · 不稳Volatile $15 / $75 200K
65 46 - 76
qwen3.5-27b
阿里巴巴 · Apache 2.0
1392±21.0
862 票votes 1392.000 [1371.0, 1413.0] 30.00 · 不稳Volatile $0.20 / $1.56 262.1K
66 52 - 73
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1390±11.0
10.1K 票votes 1390.000 [1379.0, 1401.0] 21.00 · 不稳Volatile $3 / $15 200K
67 49 - 84
inkling
Thinky · Apache 2.0
1379±28.0
534 票votes 1379.000 [1351.0, 1407.0] 35.00 · 不稳Volatile $1 / $4.05 1M
68 43 - 86
gemma-4-26b-a4b
Google · Apache 2.0
1375±46.0
190 票votes 1375.000 [1329.0, 1421.0] 43.00 · 不稳Volatile N/A N/A
69 43 - 86
glm-5v-turbo
智谱 ZAI · Proprietary
1374±47.0
204 票votes 1374.000 [1327.0, 1421.0] 43.00 · 不稳Volatile $1.20 / $4 202.8K
70 54 - 84
gemma-4-31b
Google · Apache 2.0
1373±22.0
866 票votes 1373.000 [1351.0, 1395.0] 30.00 · 不稳Volatile $0.14 / $0.40 262.1K
71 62 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1369±14.0
3.1K 票votes 1369.000 [1355.0, 1383.0] 20.00 · 不稳Volatile $0.27 / $0.40 163.8K
72 62 - 84
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1367±16.0
1.5K 票votes 1367.000 [1351.0, 1383.0] 22.00 · 不稳Volatile $2 / $6 2M
73 65 - 83
gpt-5.1
OpenAI · Proprietary
1364±11.0
7.7K 票votes 1364.000 [1353.0, 1375.0] 18.00 · 不稳Volatile $1.25 / $10 400K
74 64 - 85
grok-4.3
SpaceXAI · Proprietary
1360±19.0
1.2K 票votes 1360.000 [1341.0, 1379.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
75 51 - 90
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1358±45.0
191 票votes 1358.000 [1313.0, 1403.0] 39.00 · 不稳Volatile N/A N/A
76 65 - 86
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±21.0
907 票votes 1356.000 [1335.0, 1377.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
77 67 - 85
mimo-v2-flash (non-thinking)
小米 · MIT
1354±14.0
3.1K 票votes 1354.000 [1340.0, 1368.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
78 67 - 86
glm-4.6
智谱 ZAI · MIT
1349±12.0
6.5K 票votes 1349.000 [1337.0, 1361.0] 19.00 · 不稳Volatile $0.50 / $2 204.8K
79 67 - 86
gpt-5.2-codex
OpenAI · Proprietary
1347±15.0
2.3K 票votes 1347.000 [1332.0, 1362.0] 19.00 · 不稳Volatile $1.75 / $14 400K
80 67 - 86
gpt-5.1-codex
OpenAI · Proprietary
1346±13.0
4.8K 票votes 1346.000 [1333.0, 1359.0] 19.00 · 不稳Volatile $1.25 / $10 400K
81 67 - 87
mimo-v2-flash (thinking)
小米 · MIT
1344±23.0
849 票votes 1344.000 [1321.0, 1367.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
82 74 - 90
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±11.0
7.8K 票votes 1326.000 [1315.0, 1337.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
83 69 - 91
laguna-m.1
Poolside · Apache 2.0
1325±28.0
556 票votes 1325.000 [1297.0, 1353.0] 22.00 · 不稳Volatile $0.20 / $0.40 262.1K
84 67 - 96
mistral-medium-3.5
Mistral · Modified MIT
1315±43.0
238 票votes 1315.000 [1272.0, 1358.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
85 80 - 90
claude-haiku-4-5-20251001
Anthropic · Proprietary
1314±10.0
9.8K 票votes 1314.000 [1304.0, 1324.0] 10.00 · 波动Unstable $1 / $5 200K
86 81 - 94
minimax-m2
MiniMax · Apache 2.0
1307±12.0
6.5K 票votes 1307.000 [1295.0, 1319.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
87 81 - 94
deepseek-v3.2
DeepSeek · MIT
1303±12.0
4.1K 票votes 1303.000 [1291.0, 1315.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
88 72 - 100
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1298±46.0
185 票votes 1298.000 [1252.0, 1344.0] 28.00 · 不稳Volatile $0.14 / $1 262.1K
89 68 - 103
qwen3.5-flash
阿里巴巴 · Proprietary
1293±60.0
121 票votes 1293.000 [1233.0, 1353.0] 35.00 · 不稳Volatile N/A N/A
90 81 - 100
laguna-xs.2
Poolside · Apache 2.0
1287±32.0
447 票votes 1287.000 [1255.0, 1319.0] 19.00 · 不稳Volatile $0.10 / $0.20 262.1K
91 85 - 96
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1286±11.0
8.3K 票votes 1286.000 [1275.0, 1297.0] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
92 84 - 99
gemini-3.1-flash-lite-preview
Google · Proprietary
1283±17.0
1.6K 票votes 1283.000 [1266.0, 1300.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
93 85 - 97
deepseek-v3.2-exp
DeepSeek · MIT
1282±15.0
3.8K 票votes 1282.000 [1267.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
94 87 - 102
KAT-Coder-Pro-V1
· Proprietary
1265±21.0
1.4K 票votes 1265.000 [1244.0, 1286.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
95 87 - 103
gpt-5.1-codex-mini
OpenAI · Proprietary
1254±23.0
1.1K 票votes 1254.000 [1231.0, 1277.0] 16.00 · 不稳Volatile $0.25 / $2 400K
96 90 - 103
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±14.0
4.1K 票votes 1252.000 [1238.0, 1266.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
97 85 - 105
trinity-large-thinking
· Apache 2.0
1243±51.0
178 票votes 1243.000 [1192.0, 1294.0] 20.00 · 不稳Volatile $0.22 / $0.85 262.1K
98 91 - 103
mistral-large-3
Mistral · Apache 2.0
1239±27.0
808 票votes 1239.000 [1212.0, 1266.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
99 93 - 103
gemini-2.5-pro
Google · Proprietary
1234±17.0
2.7K 票votes 1234.000 [1217.0, 1251.0] 10.00 · 波动Unstable $1.25 / $10 1M
100 93 - 105
grok-4.1-thinking
SpaceXAI · Proprietary
1221±26.0
945 票votes 1221.000 [1195.0, 1247.0] 12.00 · 不稳Volatile N/A N/A
101 89 - 105
granite-4.1-8b
IBM · Apache 2.0
1219±49.0
210 票votes 1219.000 [1170.0, 1268.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
102 94 - 105
devstral-2
Mistral · Modified MIT
1217±24.0
947 票votes 1217.000 [1193.0, 1241.0] 11.00 · 波动Unstable N/A N/A
103 90 - 105
mercury-2
Inception AI · Proprietary
1199±68.0
103 票votes 1199.000 [1131.0, 1267.0] 15.00 · 不稳Volatile $0.25 / $0.75 128K
104 99 - 105
grok-code-fast-1
SpaceXAI · Proprietary
1171±29.0
782 票votes 1171.000 [1142.0, 1200.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
105 99 - 105
grok-4-fast-reasoning
SpaceXAI · Proprietary
1169±28.0
731 票votes 1169.000 [1141.0, 1197.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
106 106 - 106
devstral-medium-2507
Mistral · Proprietary
1087±32.0
825 票votes 1087.000 [1055.0, 1119.0] 0.00 · 稳定Stable $0.40 / $2 128K
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