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
kimi-k3
月之暗面 · Proprietary
1640±34.0Preliminary
508 票votes 1640.000 [1606.0, 1674.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 4
claude-fable-5
Anthropic · Proprietary
1595±26.0
678 票votes 1595.000 [1569.0, 1621.0] 3.00 · 稳定Stable $10 / $50 1M
🥉 1 - 9
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1590±31.0
518 票votes 1590.000 [1559.0, 1621.0] 8.00 · 波动Unstable $5 / $30 1.1M
4 2 - 14
claude-opus-4-8-thinking
Anthropic · Proprietary
1565±20.0
1.1K 票votes 1565.000 [1545.0, 1585.0] 12.00 · 不稳Volatile $5 / $25 1M
5 3 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1550±17.0
1.6K 票votes 1550.000 [1533.0, 1567.0] 12.00 · 不稳Volatile $5 / $25 1M
6 4 - 17
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±16.0
1.7K 票votes 1542.000 [1526.0, 1558.0] 13.00 · 不稳Volatile $5 / $25 1M
7 3 - 21
glm-5.2 (max)
智谱 ZAI · MIT
1541±25.0
696 票votes 1541.000 [1516.0, 1566.0] 18.00 · 不稳Volatile $1.40 / $4.40 1M
8 4 - 20
claude-opus-4-7
Anthropic · Proprietary
1538±17.0
1.4K 票votes 1538.000 [1521.0, 1555.0] 16.00 · 不稳Volatile $5 / $25 1M
9 4 - 21
claude-opus-4-8
Anthropic · Proprietary
1537±21.0
958 票votes 1537.000 [1516.0, 1558.0] 17.00 · 不稳Volatile $5 / $25 1M
10 3 - 26
muse-spark-1.1
Meta · Proprietary
1534±33.0Preliminary
406 票votes 1534.000 [1501.0, 1567.0] 23.00 · 不稳Volatile $1.25 / $4.25 N/A
11 3 - 28
gemini-3.6-flash
Google · Proprietary
1527±37.0Preliminary
337 票votes 1527.000 [1490.0, 1564.0] 25.00 · 不稳Volatile $1.50 / $7.50 1M
12 4 - 27
grok-4.5
SpaceXAI · Proprietary
1524±30.0
447 票votes 1524.000 [1494.0, 1554.0] 23.00 · 不稳Volatile $2 / $6 500K
13 5 - 29
seed-2.1-pro-preview
字节跳动 · Proprietary
1516±27.0Preliminary
585 票votes 1516.000 [1489.0, 1543.0] 24.00 · 不稳Volatile N/A N/A
14 3 - 36
hy3
腾讯 · Apache 2.0
1515±53.0
140 票votes 1515.000 [1462.0, 1568.0] 33.00 · 不稳Volatile $0.13 / $0.53 262.1K
15 7 - 26
claude-opus-4-6
Anthropic · Proprietary
1510±15.0
2.0K 票votes 1510.000 [1495.0, 1525.0] 19.00 · 不稳Volatile $5 / $25 1M
16 7 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1507±14.0
2.1K 票votes 1507.000 [1493.0, 1521.0] 20.00 · 不稳Volatile $3 / $15 1M
17 6 - 31
glm-5.1
智谱 ZAI · MIT
1507±23.0
789 票votes 1507.000 [1484.0, 1530.0] 25.00 · 不稳Volatile $1.40 / $4.40 202.8K
18 4 - 43
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1499±55.0
134 票votes 1499.000 [1444.0, 1554.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
19 6 - 35
claude-sonnet-5-high
Anthropic · Proprietary
1498±31.0
447 票votes 1498.000 [1467.0, 1529.0] 29.00 · 不稳Volatile $2 / $10 1M
20 8 - 33
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1498±21.0
1.3K 票votes 1498.000 [1477.0, 1519.0] 25.00 · 不稳Volatile $5 / $25 200K
21 10 - 35
gemini-3.5-flash-medium
Google · Proprietary
1492±24.0
670 票votes 1492.000 [1468.0, 1516.0] 25.00 · 不稳Volatile $1.50 / $9 1M
22 10 - 35
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1491±22.0Preliminary
833 票votes 1491.000 [1469.0, 1513.0] 25.00 · 不稳Volatile $1.48 / $4.42 1M
23 7 - 38
gemini-3.5-flash
Google · Proprietary
1487±35.0
347 票votes 1487.000 [1452.0, 1522.0] 31.00 · 不稳Volatile $1.50 / $9 1M
24 10 - 35
minimax-m3
MiniMax · MiniMax Community License
1485±21.0
971 票votes 1485.000 [1464.0, 1506.0] 25.00 · 不稳Volatile $0.60 / $2.40 N/A
25 10 - 35
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1485±18.0
1.3K 票votes 1485.000 [1467.0, 1503.0] 25.00 · 不稳Volatile $5 / $30 N/A
26 10 - 35
kimi-k2.6
月之暗面 · Modified MIT
1484±19.0
1.2K 票votes 1484.000 [1465.0, 1503.0] 25.00 · 不稳Volatile $0.95 / $4 262.1K
27 14 - 36
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1476±16.0
1.5K 票votes 1476.000 [1460.0, 1492.0] 22.00 · 不稳Volatile N/A N/A
28 15 - 37
mimo-v2.5-pro
小米 · MIT
1472±18.0
1.3K 票votes 1472.000 [1454.0, 1490.0] 22.00 · 不稳Volatile $0.43 / $0.87 1.1M
29 17 - 45
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±18.0
1.3K 票votes 1459.000 [1441.0, 1477.0] 28.00 · 不稳Volatile $0.43 / $0.87 1M
30 18 - 47
qwen3.6-plus
阿里巴巴 · Proprietary
1455±16.0
1.6K 票votes 1455.000 [1439.0, 1471.0] 29.00 · 不稳Volatile $0.33 / $1.95 1M
31 16 - 54
qwen3.6-max-preview
阿里巴巴 · Proprietary
1453±34.0
335 票votes 1453.000 [1419.0, 1487.0] 38.00 · 不稳Volatile $1.04 / $6.24 262.1K
32 17 - 49
kimi-k2.7-code
月之暗面 · Modified MIT
1452±28.0
559 票votes 1452.000 [1424.0, 1480.0] 32.00 · 不稳Volatile $0.78 / $3.50 262.1K
33 16 - 56
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1451±38.0
328 票votes 1451.000 [1413.0, 1489.0] 40.00 · 不稳Volatile $1.75 / $14 400K
34 24 - 48
claude-opus-4-5-20251101
Anthropic · Proprietary
1446±18.0
1.6K 票votes 1446.000 [1428.0, 1464.0] 24.00 · 不稳Volatile $5 / $25 200K
35 27 - 53
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1437±18.0
1.3K 票votes 1437.000 [1419.0, 1455.0] 26.00 · 不稳Volatile N/A N/A
36 26 - 56
minimax-m2.5
MiniMax · Modified MIT
1435±21.0
934 票votes 1435.000 [1414.0, 1456.0] 30.00 · 不稳Volatile $0.15 / $0.90 204.8K
37 28 - 54
deepseek-v4-pro
DeepSeek · MIT
1433±17.0
1.5K 票votes 1433.000 [1416.0, 1450.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
38 12 - 68
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1433±61.0
120 票votes 1433.000 [1372.0, 1494.0] 56.00 · 不稳Volatile $2.50 / $15 1.1M
39 28 - 54
gemini-3.1-pro-preview
Google · Proprietary
1431±14.0
2.2K 票votes 1431.000 [1417.0, 1445.0] 26.00 · 不稳Volatile $2 / $12 1M
40 28 - 59
mimo-v2-pro
小米 · Proprietary
1429±22.0
824 票votes 1429.000 [1407.0, 1451.0] 31.00 · 不稳Volatile $1 / $3 1M
41 28 - 59
mimo-v2.5
小米 · MIT
1428±18.0
1.3K 票votes 1428.000 [1410.0, 1446.0] 31.00 · 不稳Volatile $0.14 / $0.28 1.1M
42 28 - 59
glm-5
智谱 ZAI · MIT
1426±22.0
865 票votes 1426.000 [1404.0, 1448.0] 31.00 · 不稳Volatile $1 / $3.20 202.8K
43 30 - 59
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±15.0
1.9K 票votes 1425.000 [1410.0, 1440.0] 29.00 · 不稳Volatile $0.60 / $3 N/A
44 29 - 66
glm-4.7
智谱 ZAI · MIT
1410±32.0
487 票votes 1410.000 [1378.0, 1442.0] 37.00 · 不稳Volatile $0.40 / $1.75 204.8K
45 33 - 63
gemini-3-flash
Google · Proprietary
1404±20.0
1.3K 票votes 1404.000 [1384.0, 1424.0] 30.00 · 不稳Volatile $0.50 / $3 1M
46 18 - 79
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 61.00 · 不稳Volatile $1.75 / $14 400K
47 39 - 63
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±15.0
1.9K 票votes 1398.000 [1383.0, 1413.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
48 33 - 68
minimax-m2.1-preview
MiniMax · MIT
1398±24.0
911 票votes 1398.000 [1374.0, 1422.0] 35.00 · 不稳Volatile $0.30 / $1.20 204.8K
49 37 - 65
minimax-m2.7
MiniMax · Modified MIT
1397±18.0
1.3K 票votes 1397.000 [1379.0, 1415.0] 28.00 · 不稳Volatile $0.25 / $1 204.8K
50 29 - 74
gpt-5-medium
OpenAI · Proprietary
1397±46.0
288 票votes 1397.000 [1351.0, 1443.0] 45.00 · 不稳Volatile $1.25 / $10 400K
51 37 - 66
gemini-3-pro
Google · Proprietary
1397±19.0
1.6K 票votes 1397.000 [1378.0, 1416.0] 29.00 · 不稳Volatile $2 / $12 1M
52 31 - 72
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1396±32.0
418 票votes 1396.000 [1364.0, 1428.0] 41.00 · 不稳Volatile $1.75 / $14 400K
53 39 - 67
gpt-5.4-mini-high
OpenAI · Proprietary
1394±18.0
1.3K 票votes 1394.000 [1376.0, 1412.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
54 32 - 72
kimi-k2.5-instant
月之暗面 · Modified MIT
1393±32.0
401 票votes 1393.000 [1361.0, 1425.0] 40.00 · 不稳Volatile $0.57 / $2.85 262.1K
55 30 - 75
gpt-5.4
OpenAI · Proprietary
1392±48.0
163 票votes 1392.000 [1344.0, 1440.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
56 33 - 74
gpt-5.1-medium
OpenAI · Proprietary
1389±33.0
495 票votes 1389.000 [1356.0, 1422.0] 41.00 · 不稳Volatile $1.25 / $10 400K
57 33 - 74
inkling
Thinky · Apache 2.0
1387±33.0
386 票votes 1387.000 [1354.0, 1420.0] 41.00 · 不稳Volatile $1 / $4.05 1M
58 43 - 71
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1383±17.0
1.8K 票votes 1383.000 [1366.0, 1400.0] 28.00 · 不稳Volatile $3 / $15 200K
59 43 - 73
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1377±19.0
1.5K 票votes 1377.000 [1358.0, 1396.0] 30.00 · 不稳Volatile $3 / $15 200K
60 34 - 78
glm-5v-turbo
智谱 ZAI · Proprietary
1375±44.0
237 票votes 1375.000 [1331.0, 1419.0] 44.00 · 不稳Volatile $1.20 / $4 202.8K
61 45 - 74
gemini-3-flash (thinking-minimal)
Google · Proprietary
1368±13.0
2.5K 票votes 1368.000 [1355.0, 1381.0] 29.00 · 不稳Volatile $0.50 / $3 1M
62 43 - 77
claude-opus-4-1-20250805
Anthropic · Proprietary
1367±28.0
717 票votes 1367.000 [1339.0, 1395.0] 34.00 · 不稳Volatile $15 / $75 200K
63 43 - 77
deepseek-v3.2-thinking
DeepSeek · MIT
1364±23.0
834 票votes 1364.000 [1341.0, 1387.0] 34.00 · 不稳Volatile $0.27 / $0.40 163.8K
64 39 - 82
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±51.0
170 票votes 1362.000 [1311.0, 1413.0] 43.00 · 不稳Volatile N/A N/A
65 46 - 77
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±22.0
885 票votes 1357.000 [1335.0, 1379.0] 31.00 · 不稳Volatile $0.20 / $1.56 262.1K
66 48 - 77
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±21.0
937 票votes 1356.000 [1335.0, 1377.0] 29.00 · 不稳Volatile $0.26 / $2.08 262.1K
67 51 - 77
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1352±15.0
1.8K 票votes 1352.000 [1337.0, 1367.0] 26.00 · 不稳Volatile $2 / $6 2M
68 45 - 81
laguna-m.1
Poolside · Apache 2.0
1351±29.0
570 票votes 1351.000 [1322.0, 1380.0] 36.00 · 不稳Volatile $0.20 / $0.40 262.1K
69 51 - 81
mimo-v2-flash (non-thinking)
小米 · MIT
1344±26.0
713 票votes 1344.000 [1318.0, 1370.0] 30.00 · 不稳Volatile $0.10 / $0.30 262.1K
70 52 - 81
gpt-5.2-codex
OpenAI · Proprietary
1342±24.0
832 票votes 1342.000 [1318.0, 1366.0] 29.00 · 不稳Volatile $1.75 / $14 400K
71 55 - 81
grok-4.3
SpaceXAI · Proprietary
1339±18.0
1.2K 票votes 1339.000 [1321.0, 1357.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
72 51 - 82
glm-4.6
智谱 ZAI · MIT
1339±28.0
682 票votes 1339.000 [1311.0, 1367.0] 31.00 · 不稳Volatile $0.50 / $2 204.8K
73 54 - 81
gpt-5.1
OpenAI · Proprietary
1339±21.0
1.2K 票votes 1339.000 [1318.0, 1360.0] 27.00 · 不稳Volatile $1.25 / $10 400K
74 60 - 82
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±19.0
1.5K 票votes 1325.000 [1306.0, 1344.0] 22.00 · 不稳Volatile $1.15 / $8 262.1K
75 49 - 90
gemma-4-26b-a4b
Google · Apache 2.0
1321±54.0
144 票votes 1321.000 [1267.0, 1375.0] 41.00 · 不稳Volatile N/A N/A
76 66 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±13.0
2.7K 票votes 1318.000 [1305.0, 1331.0] 16.00 · 不稳Volatile $1 / $5 200K
77 60 - 84
gemma-4-31b
Google · Apache 2.0
1315±26.0
684 票votes 1315.000 [1289.0, 1341.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
78 59 - 88
gpt-5.1-codex
OpenAI · Proprietary
1312±34.0
515 票votes 1312.000 [1278.0, 1346.0] 29.00 · 不稳Volatile $1.25 / $10 400K
79 67 - 84
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K 票votes 1308.000 [1288.0, 1328.0] 17.00 · 不稳Volatile $0.27 / $0.40 163.8K
80 67 - 90
minimax-m2
MiniMax · Apache 2.0
1296±27.0
687 票votes 1296.000 [1269.0, 1323.0] 23.00 · 不稳Volatile $0.26 / $1.02 204.8K
81 65 - 92
mistral-medium-3.5
Mistral · Modified MIT
1291±42.0
255 票votes 1291.000 [1249.0, 1333.0] 27.00 · 不稳Volatile $1.50 / $7.50 262.1K
82 72 - 92
laguna-xs.2
Poolside · Apache 2.0
1281±31.0
479 票votes 1281.000 [1250.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
83 78 - 93
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±19.0
1.4K 票votes 1262.000 [1243.0, 1281.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
84 78 - 95
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±27.0
684 票votes 1252.000 [1225.0, 1279.0] 17.00 · 不稳Volatile $0.20 / $0.50 2M
85 76 - 96
mimo-v2-flash (thinking)
小米 · MIT
1243±48.0
204 票votes 1243.000 [1195.0, 1291.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
86 78 - 96
deepseek-v3.2-exp
DeepSeek · MIT
1243±38.0
401 票votes 1243.000 [1205.0, 1281.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
87 81 - 95
gemini-3.1-flash-lite-preview
Google · Proprietary
1241±18.0
1.7K 票votes 1241.000 [1223.0, 1259.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
88 78 - 96
gemini-2.5-pro
Google · Proprietary
1238±46.0
274 票votes 1238.000 [1192.0, 1284.0] 18.00 · 不稳Volatile $1.25 / $10 1M
89 76 - 97
grok-4.1-thinking
SpaceXAI · Proprietary
1226±73.0
111 票votes 1226.000 [1153.0, 1299.0] 21.00 · 不稳Volatile N/A N/A
90 79 - 97
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1219±51.0
183 票votes 1219.000 [1168.0, 1270.0] 18.00 · 不稳Volatile $0.14 / $1 262.1K
91 79 - 97
gpt-5.1-codex-mini
OpenAI · Proprietary
1204±67.0
121 票votes 1204.000 [1137.0, 1271.0] 18.00 · 不稳Volatile $0.25 / $2 400K
92 81 - 97
trinity-large-thinking
· Apache 2.0
1197±68.0
122 票votes 1197.000 [1129.0, 1265.0] 16.00 · 不稳Volatile $0.25 / $0.80 262.1K
93 84 - 97
qwen3.5-flash
阿里巴巴 · Proprietary
1184±57.0
164 票votes 1184.000 [1127.0, 1241.0] 13.00 · 不稳Volatile N/A N/A
94 83 - 97
KAT-Coder-Pro-V1
· Proprietary
1169±79.0
132 票votes 1169.000 [1090.0, 1248.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
95 84 - 97
grok-code-fast-1
SpaceXAI · Proprietary
1165±75.0
92 票votes 1165.000 [1090.0, 1240.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
96 86 - 97
devstral-2
Mistral · Modified MIT
1160±62.0
134 票votes 1160.000 [1098.0, 1222.0] 11.00 · 波动Unstable N/A N/A
97 89 - 97
granite-4.1-8b
IBM · Apache 2.0
1129±59.0
200 票votes 1129.000 [1070.0, 1188.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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