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
1629±46.0Preliminary
245 票votes 1629.000 [1583.0, 1675.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 5
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1605±31.0
465 票votes 1605.000 [1574.0, 1636.0] 4.00 · 稳定Stable $5 / $30 1.1M
🥉 1 - 8
claude-fable-5
Anthropic · Proprietary
1585±33.0
330 票votes 1585.000 [1552.0, 1618.0] 7.00 · 波动Unstable $10 / $50 1M
4 3 - 11
claude-opus-4-8-thinking
Anthropic · Proprietary
1555±19.0
1.1K 票votes 1555.000 [1536.0, 1574.0] 8.00 · 波动Unstable $5 / $25 1M
5 2 - 12
glm-5.2 (max)
智谱 ZAI · MIT
1555±24.0
720 票votes 1555.000 [1531.0, 1579.0] 10.00 · 波动Unstable $1.40 / $4.40 1M
6 3 - 12
claude-opus-4-7-thinking
Anthropic · Proprietary
1547±16.0
1.6K 票votes 1547.000 [1531.0, 1563.0] 9.00 · 波动Unstable $5 / $25 1M
7 2 - 18
muse-spark-1.1
Meta · Proprietary
1546±32.0Preliminary
385 票votes 1546.000 [1514.0, 1578.0] 16.00 · 不稳Volatile $1.25 / $4.25 N/A
8 3 - 17
claude-opus-4-8
Anthropic · Proprietary
1540±21.0
916 票votes 1540.000 [1519.0, 1561.0] 14.00 · 不稳Volatile $5 / $25 1M
9 4 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1530±15.0
1.7K 票votes 1530.000 [1515.0, 1545.0] 14.00 · 不稳Volatile $5 / $25 1M
10 4 - 21
claude-opus-4-7
Anthropic · Proprietary
1524±17.0
1.4K 票votes 1524.000 [1507.0, 1541.0] 17.00 · 不稳Volatile $5 / $25 1M
11 4 - 25
grok-4.5
SpaceXAI · Proprietary
1522±29.0
414 票votes 1522.000 [1493.0, 1551.0] 21.00 · 不稳Volatile $2 / $6 500K
12 7 - 21
claude-opus-4-6
Anthropic · Proprietary
1517±14.0
2.0K 票votes 1517.000 [1503.0, 1531.0] 14.00 · 不稳Volatile $5 / $25 1M
13 5 - 25
glm-5.1
智谱 ZAI · MIT
1513±22.0
780 票votes 1513.000 [1491.0, 1535.0] 20.00 · 不稳Volatile $1.40 / $4.40 202.8K
14 7 - 25
claude-sonnet-4-6
Anthropic · Proprietary
1508±13.0
2.1K 票votes 1508.000 [1495.0, 1521.0] 18.00 · 不稳Volatile $3 / $15 1M
15 7 - 26
kimi-k2.6
月之暗面 · Modified MIT
1504±18.0
1.2K 票votes 1504.000 [1486.0, 1522.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
16 7 - 29
seed-2.1-pro-preview
字节跳动 · Proprietary
1498±26.0Preliminary
573 票votes 1498.000 [1472.0, 1524.0] 22.00 · 不稳Volatile N/A N/A
17 10 - 29
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±16.0
1.7K 票votes 1492.000 [1476.0, 1508.0] 19.00 · 不稳Volatile $5 / $25 200K
18 10 - 29
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1492±17.0
1.3K 票votes 1492.000 [1475.0, 1509.0] 19.00 · 不稳Volatile $5 / $30 N/A
19 10 - 29
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1491±20.0Preliminary
891 票votes 1491.000 [1471.0, 1511.0] 19.00 · 不稳Volatile $1.48 / $4.42 1M
20 7 - 32
claude-sonnet-5-high
Anthropic · Proprietary
1490±31.0
388 票votes 1490.000 [1459.0, 1521.0] 25.00 · 不稳Volatile $2 / $10 1M
21 8 - 36
gemini-3.5-flash
Google · Proprietary
1484±33.0
367 票votes 1484.000 [1451.0, 1517.0] 28.00 · 不稳Volatile $1.50 / $9 1M
22 12 - 33
gemini-3.5-flash-medium
Google · Proprietary
1480±23.0
675 票votes 1480.000 [1457.0, 1503.0] 21.00 · 不稳Volatile $1.50 / $9 1M
23 12 - 34
minimax-m3
MiniMax · MiniMax Community License
1476±20.0
961 票votes 1476.000 [1456.0, 1496.0] 22.00 · 不稳Volatile $0.60 / $2.40 N/A
24 16 - 35
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1468±15.0
1.6K 票votes 1468.000 [1453.0, 1483.0] 19.00 · 不稳Volatile N/A N/A
25 16 - 36
mimo-v2.5-pro
小米 · MIT
1467±17.0
1.3K 票votes 1467.000 [1450.0, 1484.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
26 16 - 39
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±17.0
1.2K 票votes 1459.000 [1442.0, 1476.0] 23.00 · 不稳Volatile $0.43 / $0.87 1M
27 12 - 51
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1457±44.0
173 票votes 1457.000 [1413.0, 1501.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
28 15 - 47
qwen3.6-max-preview
阿里巴巴 · Proprietary
1456±32.0
352 票votes 1456.000 [1424.0, 1488.0] 32.00 · 不稳Volatile $1.04 / $6.24 262.1K
29 20 - 43
qwen3.6-plus
阿里巴巴 · Proprietary
1449±15.0
1.7K 票votes 1449.000 [1434.0, 1464.0] 23.00 · 不稳Volatile $0.33 / $1.95 1M
30 12 - 56
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1446±49.0
154 票votes 1446.000 [1397.0, 1495.0] 44.00 · 不稳Volatile $2.50 / $15 1.1M
31 21 - 44
claude-opus-4-5-20251101
Anthropic · Proprietary
1443±14.0
2.1K 票votes 1443.000 [1429.0, 1457.0] 23.00 · 不稳Volatile $5 / $25 200K
32 23 - 48
deepseek-v4-pro
DeepSeek · MIT
1438±16.0
1.5K 票votes 1438.000 [1422.0, 1454.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
33 20 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1437±25.0
589 票votes 1437.000 [1412.0, 1462.0] 31.00 · 不稳Volatile $0.82 / $3.75 262.1K
34 22 - 52
glm-4.7
智谱 ZAI · MIT
1432±24.0
683 票votes 1432.000 [1408.0, 1456.0] 30.00 · 不稳Volatile $0.40 / $1.75 202.8K
35 24 - 51
glm-5
智谱 ZAI · MIT
1432±19.0
943 票votes 1432.000 [1413.0, 1451.0] 27.00 · 不稳Volatile $1 / $3.20 202.8K
36 26 - 51
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1431±17.0
1.3K 票votes 1431.000 [1414.0, 1448.0] 25.00 · 不稳Volatile N/A N/A
37 20 - 55
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1431±31.0
416 票votes 1431.000 [1400.0, 1462.0] 35.00 · 不稳Volatile $1.75 / $14 400K
38 26 - 53
mimo-v2-pro
小米 · Proprietary
1425±20.0
876 票votes 1425.000 [1405.0, 1445.0] 27.00 · 不稳Volatile $1 / $3 1M
39 27 - 51
kimi-k2.5-thinking
月之暗面 · Modified MIT
1424±14.0
2.0K 票votes 1424.000 [1410.0, 1438.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
40 27 - 51
gemini-3.1-pro-preview
Google · Proprietary
1422±12.0
2.4K 票votes 1422.000 [1410.0, 1434.0] 24.00 · 不稳Volatile $2 / $12 1M
41 27 - 54
mimo-v2.5
小米 · MIT
1420±17.0
1.3K 票votes 1420.000 [1403.0, 1437.0] 27.00 · 不稳Volatile $0.14 / $0.28 1M
42 27 - 55
minimax-m2.5
MiniMax · Modified MIT
1418±18.0
1.1K 票votes 1418.000 [1400.0, 1436.0] 28.00 · 不稳Volatile $0.15 / $0.90 204.8K
43 29 - 56
gemini-3-pro
Google · Proprietary
1413±14.0
2.3K 票votes 1413.000 [1399.0, 1427.0] 27.00 · 不稳Volatile $2 / $12 1M
44 26 - 63
inkling
Thinky · Apache 2.0
1412±34.0
310 票votes 1412.000 [1378.0, 1446.0] 37.00 · 不稳Volatile $1 / $4.05 1M
45 29 - 58
gemini-3-flash
Google · Proprietary
1410±15.0
1.8K 票votes 1410.000 [1395.0, 1425.0] 29.00 · 不稳Volatile $0.50 / $3 1M
46 31 - 62
minimax-m2.1-preview
MiniMax · MIT
1398±18.0
1.3K 票votes 1398.000 [1380.0, 1416.0] 31.00 · 不稳Volatile $0.30 / $1.20 204.8K
47 37 - 64
minimax-m2.7
MiniMax · Modified MIT
1393±16.0
1.4K 票votes 1393.000 [1377.0, 1409.0] 27.00 · 不稳Volatile $0.25 / $1 204.8K
48 31 - 71
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±29.0
449 票votes 1389.000 [1360.0, 1418.0] 40.00 · 不稳Volatile $1.75 / $14 400K
49 40 - 64
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±13.0
2.0K 票votes 1389.000 [1376.0, 1402.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
50 42 - 64
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±13.0
2.5K 票votes 1386.000 [1373.0, 1399.0] 22.00 · 不稳Volatile $3 / $15 200K
51 28 - 74
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1385±46.0
176 票votes 1385.000 [1339.0, 1431.0] 46.00 · 不稳Volatile N/A N/A
52 39 - 70
gpt-5.1-medium
OpenAI · Proprietary
1382±22.0
791 票votes 1382.000 [1360.0, 1404.0] 31.00 · 不稳Volatile $1.25 / $10 400K
53 29 - 74
gpt-5.2
OpenAI · Proprietary
1382±44.0
187 票votes 1382.000 [1338.0, 1426.0] 45.00 · 不稳Volatile $1.75 / $14 400K
54 45 - 65
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1380±14.0
2.1K 票votes 1380.000 [1366.0, 1394.0] 20.00 · 不稳Volatile $3 / $15 200K
55 38 - 72
kimi-k2.5-instant
月之暗面 · Modified MIT
1380±26.0
512 票votes 1380.000 [1354.0, 1406.0] 34.00 · 不稳Volatile $0.57 / $2.85 262.1K
56 44 - 68
gpt-5.4-mini-high
OpenAI · Proprietary
1378±16.0
1.4K 票votes 1378.000 [1362.0, 1394.0] 24.00 · 不稳Volatile $0.75 / $4.50 400K
57 31 - 75
glm-5v-turbo
智谱 ZAI · Proprietary
1378±44.0
206 票votes 1378.000 [1334.0, 1422.0] 44.00 · 不稳Volatile $1.20 / $4 202.8K
58 44 - 71
deepseek-v3.2-thinking
DeepSeek · MIT
1377±19.0
1.1K 票votes 1377.000 [1358.0, 1396.0] 27.00 · 不稳Volatile $0.27 / $0.40 163.8K
59 45 - 67
gemini-3-flash (thinking-minimal)
Google · Proprietary
1376±11.0
2.9K 票votes 1376.000 [1365.0, 1387.0] 22.00 · 不稳Volatile $0.50 / $3 1M
60 30 - 79
gpt-5.4
OpenAI · Proprietary
1370±51.0
140 票votes 1370.000 [1319.0, 1421.0] 49.00 · 不稳Volatile $2.50 / $15 1.1M
61 45 - 74
laguna-m.1
Poolside · Apache 2.0
1367±26.0
572 票votes 1367.000 [1341.0, 1393.0] 29.00 · 不稳Volatile $0.20 / $0.40 262.1K
62 46 - 74
claude-opus-4-1-20250805
Anthropic · Proprietary
1360±19.0
1.1K 票votes 1360.000 [1341.0, 1379.0] 28.00 · 不稳Volatile $15 / $75 200K
63 47 - 74
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1359±19.0
1.1K 票votes 1359.000 [1340.0, 1378.0] 27.00 · 不稳Volatile $0.26 / $2.08 262.1K
64 45 - 77
gpt-5-medium
OpenAI · Proprietary
1355±29.0
471 票votes 1355.000 [1326.0, 1384.0] 32.00 · 不稳Volatile $1.25 / $10 400K
65 51 - 74
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1351±14.0
1.8K 票votes 1351.000 [1337.0, 1365.0] 23.00 · 不稳Volatile $2 / $6 2M
66 50 - 77
qwen3.5-27b
阿里巴巴 · Apache 2.0
1351±19.0
975 票votes 1351.000 [1332.0, 1370.0] 27.00 · 不稳Volatile $0.26 / $2.60 262.1K
67 52 - 78
glm-4.6
智谱 ZAI · MIT
1343±19.0
1.1K 票votes 1343.000 [1324.0, 1362.0] 26.00 · 不稳Volatile $0.50 / $2 202.8K
68 53 - 78
gpt-5.2-codex
OpenAI · Proprietary
1343±19.0
1.1K 票votes 1343.000 [1324.0, 1362.0] 25.00 · 不稳Volatile $1.75 / $14 400K
69 53 - 79
mimo-v2-flash (non-thinking)
小米 · MIT
1342±20.0
938 票votes 1342.000 [1322.0, 1362.0] 26.00 · 不稳Volatile $0.10 / $0.30 262.1K
70 56 - 77
gpt-5.1
OpenAI · Proprietary
1341±15.0
1.8K 票votes 1341.000 [1326.0, 1356.0] 21.00 · 不稳Volatile $1.25 / $10 400K
71 54 - 79
gemma-4-31b
Google · Apache 2.0
1337±23.0
741 票votes 1337.000 [1314.0, 1360.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
72 57 - 79
grok-4.3
SpaceXAI · Proprietary
1336±18.0
1.2K 票votes 1336.000 [1318.0, 1354.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
73 57 - 79
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±14.0
2.1K 票votes 1332.000 [1318.0, 1346.0] 22.00 · 不稳Volatile $1.15 / $8 262.1K
74 63 - 79
claude-haiku-4-5-20251001
Anthropic · Proprietary
1323±11.0
3.4K 票votes 1323.000 [1312.0, 1334.0] 16.00 · 不稳Volatile $1 / $5 200K
75 51 - 85
gemma-4-26b-a4b
Google · Apache 2.0
1317±47.0
160 票votes 1317.000 [1270.0, 1364.0] 34.00 · 不稳Volatile N/A N/A
76 64 - 80
deepseek-v3.2
DeepSeek · MIT
1316±16.0
1.4K 票votes 1316.000 [1300.0, 1332.0] 16.00 · 不稳Volatile $0.27 / $0.40 163.8K
77 64 - 82
gpt-5.1-codex
OpenAI · Proprietary
1311±22.0
811 票votes 1311.000 [1289.0, 1333.0] 18.00 · 不稳Volatile $1.25 / $10 400K
78 67 - 82
minimax-m2
MiniMax · Apache 2.0
1306±19.0
1.1K 票votes 1306.000 [1287.0, 1325.0] 15.00 · 不稳Volatile $0.30 / $1.20 204.8K
79 69 - 85
laguna-xs.2
Poolside · Apache 2.0
1295±29.0
494 票votes 1295.000 [1266.0, 1324.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
80 76 - 85
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1281±14.0
2.0K 票votes 1281.000 [1267.0, 1295.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
81 75 - 92
mistral-medium-3.5
Mistral · Modified MIT
1269±39.0
285 票votes 1269.000 [1230.0, 1308.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
82 76 - 92
mimo-v2-flash (thinking)
小米 · MIT
1262±35.0
293 票votes 1262.000 [1227.0, 1297.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 78 - 92
deepseek-v3.2-exp
DeepSeek · MIT
1250±25.0
631 票votes 1250.000 [1225.0, 1275.0] 14.00 · 不稳Volatile $0.27 / $0.41 163.8K
84 81 - 92
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±16.0
1.7K 票votes 1240.000 [1224.0, 1256.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
85 78 - 95
gpt-5.1-codex-mini
OpenAI · Proprietary
1239±42.0
204 票votes 1239.000 [1197.0, 1281.0] 17.00 · 不稳Volatile $0.25 / $2 400K
86 81 - 92
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1235±20.0
1.0K 票votes 1235.000 [1215.0, 1255.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
87 78 - 95
KAT-Coder-Pro-V1
· Proprietary
1235±42.0
208 票votes 1235.000 [1193.0, 1277.0] 17.00 · 不稳Volatile $0.21 / $0.83 256K
88 81 - 97
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±43.0
218 票votes 1218.000 [1175.0, 1261.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
89 81 - 97
qwen3.5-flash
阿里巴巴 · Proprietary
1213±42.0
227 票votes 1213.000 [1171.0, 1255.0] 16.00 · 不稳Volatile N/A N/A
90 81 - 97
grok-4.1-thinking
SpaceXAI · Proprietary
1193±54.0
151 票votes 1193.000 [1139.0, 1247.0] 16.00 · 不稳Volatile N/A N/A
91 81 - 97
devstral-2
Mistral · Modified MIT
1191±45.0
210 票votes 1191.000 [1146.0, 1236.0] 16.00 · 不稳Volatile N/A N/A
92 81 - 98
trinity-large-thinking
· Apache 2.0
1185±62.0
131 票votes 1185.000 [1123.0, 1247.0] 17.00 · 不稳Volatile $0.25 / $0.80 262.1K
93 86 - 97
gemini-2.5-pro
Google · Proprietary
1175±32.0
427 票votes 1175.000 [1143.0, 1207.0] 11.00 · 波动Unstable $1.25 / $10 1M
94 86 - 98
granite-4.1-8b
IBM · Apache 2.0
1155±49.0
232 票votes 1155.000 [1106.0, 1204.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
95 86 - 98
mistral-large-3
Mistral · Apache 2.0
1151±60.0
123 票votes 1151.000 [1091.0, 1211.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
96 88 - 98
grok-code-fast-1
SpaceXAI · Proprietary
1135±54.0
143 票votes 1135.000 [1081.0, 1189.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
97 88 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1124±58.0
136 票votes 1124.000 [1066.0, 1182.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
98 93 - 98
devstral-medium-2507
Mistral · Proprietary
1076±59.0
133 票votes 1076.000 [1017.0, 1135.0] 5.00 · 波动Unstable $0.40 / $2 128K
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