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-fable-5
Anthropic · Proprietary
1722±23.0
1.0K 票votes 1722.000 [1699.0, 1745.0] 2.00 · 稳定Stable $10 / $50 1M
🥈 1 - 3
kimi-k3
月之暗面 · Proprietary
1712±32.0Preliminary
537 票votes 1712.000 [1680.0, 1744.0] 2.00 · 稳定Stable $3 / $15 1M
🥉 1 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1693±20.0
1.2K 票votes 1693.000 [1673.0, 1713.0] 2.00 · 稳定Stable $5 / $30 1.1M
4 4 - 8
glm-5.2 (max)
智谱 ZAI · MIT
1628±18.0
1.3K 票votes 1628.000 [1610.0, 1646.0] 4.00 · 稳定Stable $1.40 / $4.40 1M
5 4 - 8
claude-opus-4-8-thinking
Anthropic · Proprietary
1617±15.0
1.8K 票votes 1617.000 [1602.0, 1632.0] 4.00 · 稳定Stable $5 / $25 1M
6 4 - 12
claude-opus-4-7-thinking
Anthropic · Proprietary
1598±13.0
2.8K 票votes 1598.000 [1585.0, 1611.0] 8.00 · 波动Unstable $5 / $25 1M
7 4 - 15
grok-4.5
SpaceXAI · Proprietary
1596±21.0
847 票votes 1596.000 [1575.0, 1617.0] 11.00 · 波动Unstable $2 / $6 500K
8 4 - 15
claude-sonnet-5-high
Anthropic · Proprietary
1593±20.0
1.0K 票votes 1593.000 [1573.0, 1613.0] 11.00 · 波动Unstable $2 / $10 1M
9 6 - 14
claude-opus-4-7
Anthropic · Proprietary
1588±13.0
2.7K 票votes 1588.000 [1575.0, 1601.0] 8.00 · 波动Unstable $5 / $25 1M
10 6 - 15
claude-opus-4-6-thinking
Anthropic · Proprietary
1581±12.0
3.1K 票votes 1581.000 [1569.0, 1593.0] 9.00 · 波动Unstable $5 / $25 1M
11 6 - 18
claude-opus-4-8
Anthropic · Proprietary
1574±15.0
1.9K 票votes 1574.000 [1559.0, 1589.0] 12.00 · 不稳Volatile $5 / $25 1M
12 7 - 18
claude-opus-4-6
Anthropic · Proprietary
1570±11.0
3.6K 票votes 1570.000 [1559.0, 1581.0] 11.00 · 波动Unstable $5 / $25 1M
13 7 - 25
gemini-3.6-flash
Google · Proprietary
1559±23.0Preliminary
785 票votes 1559.000 [1536.0, 1582.0] 18.00 · 不稳Volatile $1.50 / $7.50 1M
14 8 - 23
glm-5.1
智谱 ZAI · MIT
1558±17.0
1.5K 票votes 1558.000 [1541.0, 1575.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
15 11 - 23
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1554±13.0
2.5K 票votes 1554.000 [1541.0, 1567.0] 12.00 · 不稳Volatile $5 / $30 N/A
16 6 - 28
hy3
腾讯 · Apache 2.0
1552±34.0
343 票votes 1552.000 [1518.0, 1586.0] 22.00 · 不稳Volatile $0.14 / $0.58 262.1K
17 11 - 25
seed-2.1-pro-preview
字节跳动 · Proprietary
1545±18.0Preliminary
1.2K 票votes 1545.000 [1527.0, 1563.0] 14.00 · 不稳Volatile N/A N/A
18 11 - 26
muse-spark-1.1
Meta · Proprietary
1545±22.0Preliminary
775 票votes 1545.000 [1523.0, 1567.0] 15.00 · 不稳Volatile $1.25 / $4.25 N/A
19 13 - 25
claude-sonnet-4-6
Anthropic · Proprietary
1545±10.0
3.9K 票votes 1545.000 [1535.0, 1555.0] 12.00 · 不稳Volatile $3 / $15 1M
20 13 - 26
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1536±15.0Preliminary
1.7K 票votes 1536.000 [1521.0, 1551.0] 13.00 · 不稳Volatile $1.48 / $4.42 1M
21 13 - 28
gemini-3.5-flash-medium
Google · Proprietary
1534±16.0
1.6K 票votes 1534.000 [1518.0, 1550.0] 15.00 · 不稳Volatile $1.50 / $9 1M
22 15 - 28
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1528±12.0
2.7K 票votes 1528.000 [1516.0, 1540.0] 13.00 · 不稳Volatile N/A N/A
23 13 - 29
gemini-3.5-flash
Google · Proprietary
1528±27.0
557 票votes 1528.000 [1501.0, 1555.0] 16.00 · 不稳Volatile $1.50 / $9 1M
24 15 - 28
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1524±13.0
3.1K 票votes 1524.000 [1511.0, 1537.0] 13.00 · 不稳Volatile $5 / $25 200K
25 13 - 34
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±37.0
349 票votes 1518.000 [1481.0, 1555.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
26 20 - 33
kimi-k2.6
月之暗面 · Modified MIT
1506±14.0
1.9K 票votes 1506.000 [1492.0, 1520.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
27 18 - 36
qwen3.6-max-preview
阿里巴巴 · Proprietary
1498±26.0
556 票votes 1498.000 [1472.0, 1524.0] 18.00 · 不稳Volatile $1.04 / $6.24 262.1K
28 24 - 33
mimo-v2.5-pro
小米 · MIT
1498±12.0
2.5K 票votes 1498.000 [1486.0, 1510.0] 9.00 · 波动Unstable $0.43 / $0.87 1.1M
29 25 - 36
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1485±13.0
2.4K 票votes 1485.000 [1472.0, 1498.0] 11.00 · 波动Unstable N/A N/A
30 20 - 45
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1483±37.0
285 票votes 1483.000 [1446.0, 1520.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
31 25 - 37
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±12.0
3.6K 票votes 1480.000 [1468.0, 1492.0] 12.00 · 不稳Volatile $5 / $25 200K
32 25 - 41
minimax-m3
MiniMax · MiniMax Community License
1478±15.0
1.8K 票votes 1478.000 [1463.0, 1493.0] 16.00 · 不稳Volatile $0.60 / $2.40 N/A
33 25 - 41
kimi-k2.7-code
月之暗面 · Modified MIT
1476±17.0
1.3K 票votes 1476.000 [1459.0, 1493.0] 16.00 · 不稳Volatile $0.82 / $3.75 262.1K
34 28 - 41
gemini-3.1-pro-preview
Google · Proprietary
1465±10.0
4.2K 票votes 1465.000 [1455.0, 1475.0] 13.00 · 不稳Volatile $2 / $12 1M
35 28 - 41
qwen3.6-plus
阿里巴巴 · Proprietary
1463±12.0
2.8K 票votes 1463.000 [1451.0, 1475.0] 13.00 · 不稳Volatile $0.33 / $1.95 1M
36 30 - 45
deepseek-v4-pro-thinking
DeepSeek · MIT
1458±13.0
2.3K 票votes 1458.000 [1445.0, 1471.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
37 31 - 46
deepseek-v4-pro
DeepSeek · MIT
1454±13.0
2.3K 票votes 1454.000 [1441.0, 1467.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
38 31 - 46
gemini-3-pro
Google · Proprietary
1453±12.0
4.3K 票votes 1453.000 [1441.0, 1465.0] 15.00 · 不稳Volatile $2 / $12 1M
39 31 - 46
gemini-3-flash
Google · Proprietary
1453±13.0
3.2K 票votes 1453.000 [1440.0, 1466.0] 15.00 · 不稳Volatile $0.50 / $3 1M
40 27 - 54
gpt-5.2
OpenAI · Proprietary
1449±36.0
340 票votes 1449.000 [1413.0, 1485.0] 27.00 · 不稳Volatile $1.75 / $14 400K
41 31 - 54
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±24.0
666 票votes 1440.000 [1416.0, 1464.0] 23.00 · 不稳Volatile $1.75 / $14 400K
42 35 - 53
glm-5
智谱 ZAI · MIT
1433±15.0
1.7K 票votes 1433.000 [1418.0, 1448.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
43 35 - 54
mimo-v2-pro
小米 · Proprietary
1432±16.0
1.5K 票votes 1432.000 [1416.0, 1448.0] 19.00 · 不稳Volatile $1 / $3 1M
44 35 - 54
glm-4.7
智谱 ZAI · MIT
1430±18.0
1.2K 票votes 1430.000 [1412.0, 1448.0] 19.00 · 不稳Volatile $0.40 / $1.75 204.8K
45 35 - 57
gpt-5-medium
OpenAI · Proprietary
1426±21.0
1.1K 票votes 1426.000 [1405.0, 1447.0] 22.00 · 不稳Volatile $1.25 / $10 400K
46 40 - 54
kimi-k2.5-thinking
月之暗面 · Modified MIT
1424±10.0
3.8K 票votes 1424.000 [1414.0, 1434.0] 14.00 · 不稳Volatile $0.60 / $3 N/A
47 40 - 54
mimo-v2.5
小米 · MIT
1423±13.0
2.3K 票votes 1423.000 [1410.0, 1436.0] 14.00 · 不稳Volatile $0.14 / $0.28 1.1M
48 40 - 54
gpt-5.4-mini-high
OpenAI · Proprietary
1423±12.0
2.5K 票votes 1423.000 [1411.0, 1435.0] 14.00 · 不稳Volatile $0.75 / $4.50 400K
49 37 - 64
glm-5v-turbo
智谱 ZAI · Proprietary
1412±29.0
484 票votes 1412.000 [1383.0, 1441.0] 27.00 · 不稳Volatile $1.20 / $4 202.8K
50 40 - 62
claude-opus-4-1-20250805
Anthropic · Proprietary
1411±15.0
2.3K 票votes 1411.000 [1396.0, 1426.0] 22.00 · 不稳Volatile $15 / $75 200K
51 40 - 64
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1404±23.0
714 票votes 1404.000 [1381.0, 1427.0] 24.00 · 不稳Volatile $1.75 / $14 400K
52 41 - 64
gpt-5.1-medium
OpenAI · Proprietary
1402±16.0
1.7K 票votes 1402.000 [1386.0, 1418.0] 23.00 · 不稳Volatile $1.25 / $10 400K
53 40 - 64
kimi-k2.5-instant
月之暗面 · Modified MIT
1400±21.0
829 票votes 1400.000 [1379.0, 1421.0] 24.00 · 不稳Volatile $0.57 / $2.85 262.1K
54 48 - 64
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±10.0
3.7K 票votes 1396.000 [1386.0, 1406.0] 16.00 · 不稳Volatile $0.39 / $2.34 262.1K
55 40 - 72
gpt-5.4
OpenAI · Proprietary
1394±37.0
272 票votes 1394.000 [1357.0, 1431.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
56 49 - 64
gemini-3-flash (thinking-minimal)
Google · Proprietary
1394±9.0
5.2K 票votes 1394.000 [1385.0, 1403.0] 15.00 · 不稳Volatile $0.50 / $3 1M
57 49 - 64
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±11.0
4.0K 票votes 1393.000 [1382.0, 1404.0] 15.00 · 不稳Volatile $3 / $15 200K
58 48 - 66
inkling
Thinky · Apache 2.0
1389±19.0
1.1K 票votes 1389.000 [1370.0, 1408.0] 18.00 · 不稳Volatile $1 / $4.05 524.3K
59 49 - 65
minimax-m2.7
MiniMax · Modified MIT
1387±12.0
2.6K 票votes 1387.000 [1375.0, 1399.0] 16.00 · 不稳Volatile $0.25 / $1 204.8K
60 49 - 65
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±11.0
4.5K 票votes 1386.000 [1375.0, 1397.0] 16.00 · 不稳Volatile $3 / $15 200K
61 50 - 68
minimax-m2.1-preview
MiniMax · MIT
1380±14.0
2.0K 票votes 1380.000 [1366.0, 1394.0] 18.00 · 不稳Volatile $0.30 / $1.20 204.8K
62 50 - 70
minimax-m2.5
MiniMax · Modified MIT
1376±15.0
1.6K 票votes 1376.000 [1361.0, 1391.0] 20.00 · 不稳Volatile $0.15 / $0.90 204.8K
63 48 - 76
gemma-4-26b-a4b
Google · Apache 2.0
1368±39.0
242 票votes 1368.000 [1329.0, 1407.0] 28.00 · 不稳Volatile N/A N/A
64 49 - 76
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1366±34.0
314 票votes 1366.000 [1332.0, 1400.0] 27.00 · 不稳Volatile N/A N/A
65 57 - 73
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1364±11.0
3.0K 票votes 1364.000 [1353.0, 1375.0] 16.00 · 不稳Volatile $2 / $6 2M
66 59 - 75
grok-4.3
SpaceXAI · Proprietary
1358±14.0
2.2K 票votes 1358.000 [1344.0, 1372.0] 16.00 · 不稳Volatile $1.25 / $2.50 1M
67 60 - 75
gpt-5.1
OpenAI · Proprietary
1355±12.0
3.2K 票votes 1355.000 [1343.0, 1367.0] 15.00 · 不稳Volatile $1.25 / $10 400K
68 60 - 75
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1353±14.0
1.8K 票votes 1353.000 [1339.0, 1367.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
69 61 - 76
gpt-5.1-codex
OpenAI · Proprietary
1348±16.0
1.7K 票votes 1348.000 [1332.0, 1364.0] 15.00 · 不稳Volatile $1.25 / $10 400K
70 61 - 76
glm-4.6
智谱 ZAI · MIT
1347±15.0
2.2K 票votes 1347.000 [1332.0, 1362.0] 15.00 · 不稳Volatile $0.50 / $2 204.8K
71 62 - 76
deepseek-v3.2-thinking
DeepSeek · MIT
1346±15.0
1.8K 票votes 1346.000 [1331.0, 1361.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
72 62 - 76
gemma-4-31b
Google · Apache 2.0
1344±15.0
1.8K 票votes 1344.000 [1329.0, 1359.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
73 63 - 78
laguna-m.1
Poolside · Apache 2.0
1337±19.0
1.2K 票votes 1337.000 [1318.0, 1356.0] 15.00 · 不稳Volatile $0.20 / $0.40 262.1K
74 64 - 77
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±16.0
1.6K 票votes 1337.000 [1321.0, 1353.0] 13.00 · 不稳Volatile $0.26 / $2.60 262.1K
75 64 - 78
mimo-v2-flash (non-thinking)
小米 · MIT
1333±16.0
1.5K 票votes 1333.000 [1317.0, 1349.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
76 67 - 80
gpt-5.2-codex
OpenAI · Proprietary
1322±15.0
1.7K 票votes 1322.000 [1307.0, 1337.0] 13.00 · 不稳Volatile $1.75 / $14 400K
77 73 - 81
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1315±11.0
3.7K 票votes 1315.000 [1304.0, 1326.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
78 74 - 81
claude-haiku-4-5-20251001
Anthropic · Proprietary
1310±9.0
6.3K 票votes 1310.000 [1301.0, 1319.0] 7.00 · 波动Unstable $1 / $5 200K
79 76 - 85
deepseek-v3.2
DeepSeek · MIT
1301±13.0
2.4K 票votes 1301.000 [1288.0, 1314.0] 9.00 · 波动Unstable $0.27 / $0.40 163.8K
80 76 - 91
mimo-v2-flash (thinking)
小米 · MIT
1285±28.0
471 票votes 1285.000 [1257.0, 1313.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 77 - 90
laguna-xs.2
Poolside · Apache 2.0
1284±21.0
979 票votes 1284.000 [1263.0, 1305.0] 13.00 · 不稳Volatile $0.10 / $0.20 262.1K
82 79 - 89
minimax-m2
MiniMax · Apache 2.0
1281±15.0
2.3K 票votes 1281.000 [1266.0, 1296.0] 10.00 · 波动Unstable $0.30 / $1.20 204.8K
83 79 - 91
deepseek-v3.2-exp
DeepSeek · MIT
1276±18.0
1.4K 票votes 1276.000 [1258.0, 1294.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
84 80 - 92
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±11.0
3.7K 票votes 1265.000 [1254.0, 1276.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
85 79 - 97
trinity-large-thinking
· Apache 2.0
1261±40.0
285 票votes 1261.000 [1221.0, 1301.0] 18.00 · 不稳Volatile $0.25 / $0.80 262.1K
86 79 - 96
mistral-medium-3.5
Mistral · Modified MIT
1258±31.0
502 票votes 1258.000 [1227.0, 1289.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
87 80 - 94
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±12.0
3.1K 票votes 1258.000 [1246.0, 1270.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
88 80 - 97
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±31.0
408 票votes 1246.000 [1215.0, 1277.0] 17.00 · 不稳Volatile $0.25 / $2 400K
89 81 - 97
KAT-Coder-Pro-V1
· Proprietary
1240±25.0
614 票votes 1240.000 [1215.0, 1265.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
90 84 - 97
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1240±17.0
1.6K 票votes 1240.000 [1223.0, 1257.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
91 80 - 99
grok-4.1-thinking
SpaceXAI · Proprietary
1238±36.0
333 票votes 1238.000 [1202.0, 1274.0] 19.00 · 不稳Volatile N/A N/A
92 82 - 99
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±30.0
423 票votes 1232.000 [1202.0, 1262.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
93 85 - 99
granite-4.1-8b
IBM · Apache 2.0
1214±36.0
393 票votes 1214.000 [1178.0, 1250.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
94 85 - 99
mistral-large-3
Mistral · Apache 2.0
1210±37.0
269 票votes 1210.000 [1173.0, 1247.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
95 86 - 99
qwen3.5-flash
阿里巴巴 · Proprietary
1203±37.0
320 票votes 1203.000 [1166.0, 1240.0] 13.00 · 不稳Volatile N/A N/A
96 87 - 99
gemini-2.5-pro
Google · Proprietary
1202±22.0
861 票votes 1202.000 [1180.0, 1224.0] 12.00 · 不稳Volatile $1.25 / $10 1M
97 86 - 100
mercury-2
Inception AI · Proprietary
1186±49.0
210 票votes 1186.000 [1137.0, 1235.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
98 91 - 100
devstral-2
Mistral · Modified MIT
1167±36.0
330 票votes 1167.000 [1131.0, 1203.0] 9.00 · 波动Unstable N/A N/A
99 91 - 101
grok-4-fast-reasoning
SpaceXAI · Proprietary
1164±45.0
213 票votes 1164.000 [1119.0, 1209.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
100 97 - 101
grok-code-fast-1
SpaceXAI · Proprietary
1122±42.0
259 票votes 1122.000 [1080.0, 1164.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
101 99 - 101
devstral-medium-2507
Mistral · Proprietary
1080±42.0
285 票votes 1080.000 [1038.0, 1122.0] 2.00 · 稳定Stable $0.40 / $2 128K
🔍

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