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
1733±80.0Preliminary
91 票votes 1733.000 [1653.0, 1813.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-opus-5-high
Anthropic · Proprietary
1680±49.0
209 票votes 1680.000 [1631.0, 1729.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1638±34.0Preliminary
513 票votes 1638.000 [1604.0, 1672.0] 4.00 · 稳定Stable $3 / $15 1M
4 3 - 6
claude-fable-5
Anthropic · Proprietary
1596±26.0
703 票votes 1596.000 [1570.0, 1622.0] 3.00 · 稳定Stable $5 / $25 1M
5 3 - 13
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1586±30.0
564 票votes 1586.000 [1556.0, 1616.0] 10.00 · 波动Unstable $5 / $30 1.1M
6 4 - 16
claude-opus-4-8-thinking
Anthropic · Proprietary
1563±20.0
1.1K 票votes 1563.000 [1543.0, 1583.0] 12.00 · 不稳Volatile $2.50 / $12.50 1M
7 5 - 17
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 $2.50 / $12.50 1M
8 5 - 19
claude-opus-4-6-thinking
Anthropic · Proprietary
1544±16.0
1.8K 票votes 1544.000 [1528.0, 1560.0] 14.00 · 不稳Volatile $2.50 / $12.50 1M
9 5 - 22
glm-5.2-max
智谱 ZAI · MIT
1543±24.0
732 票votes 1543.000 [1519.0, 1567.0] 17.00 · 不稳Volatile $1.40 / $4.40 1M
10 5 - 23
claude-opus-4-8
Anthropic · Proprietary
1538±21.0
982 票votes 1538.000 [1517.0, 1559.0] 18.00 · 不稳Volatile $2.50 / $12.50 1M
11 6 - 22
claude-opus-4-7
Anthropic · Proprietary
1537±17.0
1.5K 票votes 1537.000 [1520.0, 1554.0] 16.00 · 不稳Volatile $5 / $25 1M
12 5 - 28
muse-spark-1.1
Meta · Proprietary
1529±32.0Preliminary
437 票votes 1529.000 [1497.0, 1561.0] 23.00 · 不稳Volatile $1.25 / $4.25 N/A
13 5 - 30
gemini-3.6-flash
Google · Proprietary
1528±36.0Preliminary
358 票votes 1528.000 [1492.0, 1564.0] 25.00 · 不稳Volatile $0.75 / $3.75 1M
14 6 - 30
grok-4.5
SpaceXAI · Proprietary
1520±29.0
477 票votes 1520.000 [1491.0, 1549.0] 24.00 · 不稳Volatile $2 / $6 500K
15 5 - 38
hy3
腾讯 · Apache 2.0
1514±53.0
140 票votes 1514.000 [1461.0, 1567.0] 33.00 · 不稳Volatile $0.13 / $0.53 262.1K
16 7 - 33
seed-2.1-pro-preview
字节跳动 · Proprietary
1512±26.0Preliminary
613 票votes 1512.000 [1486.0, 1538.0] 26.00 · 不稳Volatile N/A N/A
17 9 - 28
claude-opus-4-6
Anthropic · Proprietary
1512±15.0
2.0K 票votes 1512.000 [1497.0, 1527.0] 19.00 · 不稳Volatile $2.50 / $12.50 1M
18 9 - 30
claude-sonnet-4-6
Anthropic · Proprietary
1507±14.0
2.1K 票votes 1507.000 [1493.0, 1521.0] 21.00 · 不稳Volatile $3 / $15 1M
19 8 - 33
glm-5.1
智谱 ZAI · MIT
1506±23.0
809 票votes 1506.000 [1483.0, 1529.0] 25.00 · 不稳Volatile $1.40 / $4.40 202.8K
20 8 - 37
claude-sonnet-5-high
Anthropic · Proprietary
1500±30.0
473 票votes 1500.000 [1470.0, 1530.0] 29.00 · 不稳Volatile $1 / $5 1M
21 6 - 45
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
22 11 - 34
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1498±21.0
1.3K 票votes 1498.000 [1477.0, 1519.0] 23.00 · 不稳Volatile $5 / $25 200K
23 12 - 37
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1490±22.0Preliminary
852 票votes 1490.000 [1468.0, 1512.0] 25.00 · 不稳Volatile $1.48 / $4.42 1M
24 12 - 37
gemini-3.5-flash-medium
Google · Proprietary
1490±24.0
689 票votes 1490.000 [1466.0, 1514.0] 25.00 · 不稳Volatile $0.75 / $4.50 1M
25 9 - 41
gemini-3.5-flash
Google · Proprietary
1487±35.0
347 票votes 1487.000 [1452.0, 1522.0] 32.00 · 不稳Volatile $0.75 / $4.50 1M
26 12 - 37
minimax-m3
MiniMax · MiniMax Community License
1486±21.0
993 票votes 1486.000 [1465.0, 1507.0] 25.00 · 不稳Volatile $0.60 / $2.40 N/A
27 12 - 37
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1485±17.0
1.4K 票votes 1485.000 [1468.0, 1502.0] 25.00 · 不稳Volatile $5 / $30 N/A
28 12 - 37
kimi-k2.6
月之暗面 · Modified MIT
1483±19.0
1.2K 票votes 1483.000 [1464.0, 1502.0] 25.00 · 不稳Volatile $0.95 / $4 262.1K
29 14 - 38
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1477±16.0
1.6K 票votes 1477.000 [1461.0, 1493.0] 24.00 · 不稳Volatile N/A N/A
30 17 - 40
mimo-v2.5-pro
小米 · MIT
1471±17.0
1.3K 票votes 1471.000 [1454.0, 1488.0] 23.00 · 不稳Volatile $0.43 / $0.87 1.1M
31 20 - 47
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±18.0
1.3K 票votes 1459.000 [1441.0, 1477.0] 27.00 · 不稳Volatile $0.43 / $0.87 1M
32 20 - 49
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
33 17 - 54
qwen3.6-max-preview
阿里巴巴 · Proprietary
1454±35.0
334 票votes 1454.000 [1419.0, 1489.0] 37.00 · 不稳Volatile $1.04 / $6.24 262.1K
34 19 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1452±27.0
561 票votes 1452.000 [1425.0, 1479.0] 32.00 · 不稳Volatile $0.73 / $3.50 262.1K
35 17 - 58
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1451±38.0
328 票votes 1451.000 [1413.0, 1489.0] 41.00 · 不稳Volatile $1.75 / $14 400K
36 26 - 50
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
37 28 - 54
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1437±17.0
1.4K 票votes 1437.000 [1420.0, 1454.0] 26.00 · 不稳Volatile N/A N/A
38 28 - 58
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
39 14 - 70
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
40 30 - 55
deepseek-v4-pro
DeepSeek · MIT
1433±16.0
1.5K 票votes 1433.000 [1417.0, 1449.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
41 30 - 55
gemini-3.1-pro-preview
Google · Proprietary
1431±14.0
2.3K 票votes 1431.000 [1417.0, 1445.0] 25.00 · 不稳Volatile $1 / $6 1M
42 29 - 61
mimo-v2-pro
小米 · Proprietary
1430±22.0
822 票votes 1430.000 [1408.0, 1452.0] 32.00 · 不稳Volatile $1 / $3 1M
43 30 - 61
mimo-v2.5
小米 · MIT
1429±18.0
1.3K 票votes 1429.000 [1411.0, 1447.0] 31.00 · 不稳Volatile $0.14 / $0.28 1.1M
44 30 - 61
glm-5
智谱 ZAI · MIT
1426±22.0
866 票votes 1426.000 [1404.0, 1448.0] 31.00 · 不稳Volatile $1 / $3.20 202.8K
45 32 - 61
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
46 31 - 68
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
47 35 - 65
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
48 20 - 81
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 61.00 · 不稳Volatile $0.88 / $7 400K
49 37 - 65
minimax-m2.7
MiniMax · Modified MIT
1400±17.0
1.3K 票votes 1400.000 [1383.0, 1417.0] 28.00 · 不稳Volatile $0.25 / $1 204.8K
50 35 - 70
minimax-m2.1-preview
MiniMax · MIT
1398±24.0
912 票votes 1398.000 [1374.0, 1422.0] 35.00 · 不稳Volatile $0.30 / $1.20 204.8K
51 41 - 65
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±15.0
1.9K 票votes 1397.000 [1382.0, 1412.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
52 39 - 68
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
53 31 - 76
gpt-5-medium
OpenAI · Proprietary
1397±46.0
288 票votes 1397.000 [1351.0, 1443.0] 45.00 · 不稳Volatile $0.63 / $5 400K
54 33 - 74
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1397±32.0
418 票votes 1397.000 [1365.0, 1429.0] 41.00 · 不稳Volatile $1.75 / $14 400K
55 32 - 76
gpt-5.4
OpenAI · Proprietary
1394±47.0
166 票votes 1394.000 [1347.0, 1441.0] 44.00 · 不稳Volatile $2.50 / $15 1.1M
56 41 - 69
gpt-5.4-mini-high
OpenAI · Proprietary
1394±18.0
1.4K 票votes 1394.000 [1376.0, 1412.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
57 34 - 74
kimi-k2.5-instant
月之暗面 · Modified MIT
1393±33.0
401 票votes 1393.000 [1360.0, 1426.0] 40.00 · 不稳Volatile $0.57 / $2.85 262.1K
58 35 - 76
gpt-5.1-medium
OpenAI · Proprietary
1390±33.0
495 票votes 1390.000 [1357.0, 1423.0] 41.00 · 不稳Volatile $0.63 / $5 400K
59 39 - 76
inkling
Thinky · Apache 2.0
1384±32.0
404 票votes 1384.000 [1352.0, 1416.0] 37.00 · 不稳Volatile $1 / $4.05 1M
60 45 - 73
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K 票votes 1384.000 [1367.0, 1401.0] 28.00 · 不稳Volatile $3 / $15 200K
61 45 - 75
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1376±19.0
1.5K 票votes 1376.000 [1357.0, 1395.0] 30.00 · 不稳Volatile $3 / $15 200K
62 39 - 81
glm-5v-turbo
智谱 ZAI · Proprietary
1372±43.0
245 票votes 1372.000 [1329.0, 1415.0] 42.00 · 不稳Volatile $1.20 / $4 202.8K
63 48 - 76
gemini-3-flash (thinking-minimal)
Google · Proprietary
1367±13.0
2.5K 票votes 1367.000 [1354.0, 1380.0] 28.00 · 不稳Volatile $0.50 / $3 1M
64 45 - 79
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
65 45 - 79
deepseek-v3.2-thinking
DeepSeek · MIT
1365±24.0
835 票votes 1365.000 [1341.0, 1389.0] 34.00 · 不稳Volatile $0.27 / $0.40 163.8K
66 41 - 84
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
67 48 - 79
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±22.0
884 票votes 1357.000 [1335.0, 1379.0] 31.00 · 不稳Volatile $0.20 / $1.56 262.1K
68 50 - 79
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±21.0
936 票votes 1356.000 [1335.0, 1377.0] 29.00 · 不稳Volatile $0.26 / $2.08 262.1K
69 53 - 79
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
70 48 - 83
laguna-m.1
Poolside · Apache 2.0
1351±29.0
578 票votes 1351.000 [1322.0, 1380.0] 35.00 · 不稳Volatile $0.20 / $0.40 262.1K
71 53 - 83
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
72 54 - 83
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
73 53 - 84
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
74 56 - 83
gpt-5.1
OpenAI · Proprietary
1339±21.0
1.2K 票votes 1339.000 [1318.0, 1360.0] 27.00 · 不稳Volatile $0.63 / $5 400K
75 57 - 83
grok-4.3
SpaceXAI · Proprietary
1338±18.0
1.2K 票votes 1338.000 [1320.0, 1356.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
76 62 - 84
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
77 51 - 92
gemma-4-26b-a4b
Google · Apache 2.0
1322±54.0
144 票votes 1322.000 [1268.0, 1376.0] 41.00 · 不稳Volatile N/A N/A
78 67 - 84
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±13.0
2.7K 票votes 1318.000 [1305.0, 1331.0] 17.00 · 不稳Volatile $1 / $5 200K
79 62 - 86
gemma-4-31b
Google · Apache 2.0
1318±26.0
695 票votes 1318.000 [1292.0, 1344.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
80 62 - 90
gpt-5.1-codex
OpenAI · Proprietary
1311±34.0
516 票votes 1311.000 [1277.0, 1345.0] 28.00 · 不稳Volatile $1.25 / $10 400K
81 69 - 86
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
82 69 - 92
minimax-m2
MiniMax · Apache 2.0
1296±27.0
688 票votes 1296.000 [1269.0, 1323.0] 23.00 · 不稳Volatile $0.26 / $1.02 204.8K
83 67 - 94
mistral-medium-3.5
Mistral · Modified MIT
1292±42.0
255 票votes 1292.000 [1250.0, 1334.0] 27.00 · 不稳Volatile $1.50 / $7.50 262.1K
84 74 - 94
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
85 80 - 95
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1263±19.0
1.4K 票votes 1263.000 [1244.0, 1282.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
86 80 - 97
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±27.0
683 票votes 1252.000 [1225.0, 1279.0] 17.00 · 不稳Volatile $0.20 / $0.50 2M
87 78 - 98
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
88 80 - 98
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
89 83 - 97
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
90 80 - 98
gemini-2.5-pro
Google · Proprietary
1238±46.0
274 票votes 1238.000 [1192.0, 1284.0] 18.00 · 不稳Volatile $0.63 / $5 1M
91 78 - 99
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
92 81 - 99
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
93 81 - 99
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
94 83 - 99
trinity-large-thinking
· Apache 2.0
1198±68.0
121 票votes 1198.000 [1130.0, 1266.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
95 86 - 99
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
96 85 - 99
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
97 86 - 99
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
98 88 - 99
devstral-2
Mistral · Modified MIT
1160±62.0
135 票votes 1160.000 [1098.0, 1222.0] 11.00 · 波动Unstable N/A N/A
99 91 - 99
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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