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 - 4
claude-opus-5-max
Anthropic · Proprietary
1638±24.0
699 票votes 1638.000 [1614.0, 1662.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 7
qwen3.8-max
阿里巴巴 · Proprietary
1633±45.0Preliminary
225 票votes 1633.000 [1588.0, 1678.0] 6.00 · 波动Unstable $2 / $6 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1615±23.0
876 票votes 1615.000 [1592.0, 1638.0] 4.00 · 稳定Stable $3 / $15 1M
4 1 - 8
claude-opus-5-high
Anthropic · Proprietary
1602±23.0
730 票votes 1602.000 [1579.0, 1625.0] 7.00 · 波动Unstable $5 / $25 1M
5 3 - 10
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1572±18.0
1.3K 票votes 1572.000 [1554.0, 1590.0] 7.00 · 波动Unstable $5 / $30 1.1M
6 4 - 14
claude-fable-5
Anthropic · Proprietary
1561±17.0
1.4K 票votes 1561.000 [1544.0, 1578.0] 10.00 · 波动Unstable $10 / $50 1M
7 5 - 13
glm-5.2-max
智谱 ZAI · MIT
1560±16.0
1.7K 票votes 1560.000 [1544.0, 1576.0] 8.00 · 波动Unstable $1.40 / $4.40 1M
8 3 - 26
deepseek-v4-flash-high
DeepSeek · MIT
1552±36.0Preliminary
288 票votes 1552.000 [1516.0, 1588.0] 23.00 · 不稳Volatile $0.14 / $0.28 1M
9 2 - 29
muse-spark-1.2 (xHigh)
Meta · Proprietary
1552±44.0
186 票votes 1552.000 [1508.0, 1596.0] 27.00 · 不稳Volatile $1.25 / $4.25 N/A
10 5 - 20
claude-opus-4-8-thinking
Anthropic · Proprietary
1547±13.0
2.6K 票votes 1547.000 [1534.0, 1560.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
11 6 - 21
claude-opus-4-7
Anthropic · Proprietary
1541±12.0
3.1K 票votes 1541.000 [1529.0, 1553.0] 15.00 · 不稳Volatile $5 / $25 1M
12 6 - 23
claude-opus-4-7-thinking
Anthropic · Proprietary
1538±11.0
3.4K 票votes 1538.000 [1527.0, 1549.0] 17.00 · 不稳Volatile $2.50 / $12.50 1M
13 8 - 24
claude-opus-4-6-thinking
Anthropic · Proprietary
1532±11.0
3.8K 票votes 1532.000 [1521.0, 1543.0] 16.00 · 不稳Volatile $2.50 / $12.50 1M
14 8 - 25
claude-opus-4-6
Anthropic · Proprietary
1530±10.0
4.1K 票votes 1530.000 [1520.0, 1540.0] 17.00 · 不稳Volatile $2.50 / $12.50 1M
15 8 - 26
claude-opus-4-8
Anthropic · Proprietary
1530±14.0
2.0K 票votes 1530.000 [1516.0, 1544.0] 18.00 · 不稳Volatile $2.50 / $12.50 1M
16 6 - 28
muse-spark-1.1
Meta · Proprietary
1529±20.0Preliminary
991 票votes 1529.000 [1509.0, 1549.0] 22.00 · 不稳Volatile $1.25 / $4.25 N/A
17 7 - 29
grok-4.5
SpaceXAI · Proprietary
1524±20.0
964 票votes 1524.000 [1504.0, 1544.0] 22.00 · 不稳Volatile $2 / $6 500K
18 9 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1522±10.0
4.7K 票votes 1522.000 [1512.0, 1532.0] 18.00 · 不稳Volatile $1.50 / $7.50 1M
19 8 - 29
claude-sonnet-5-high
Anthropic · Proprietary
1520±20.0
1.0K 票votes 1520.000 [1500.0, 1540.0] 21.00 · 不稳Volatile $1 / $5 1M
20 8 - 29
seed-2.1-pro-preview
字节跳动 · Proprietary
1518±18.0Preliminary
1.3K 票votes 1518.000 [1500.0, 1536.0] 21.00 · 不稳Volatile N/A N/A
21 8 - 33
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1515±23.0
731 票votes 1515.000 [1492.0, 1538.0] 25.00 · 不稳Volatile $2 / $12 1M
22 10 - 31
glm-5.1
智谱 ZAI · MIT
1512±15.0
1.8K 票votes 1512.000 [1497.0, 1527.0] 21.00 · 不稳Volatile $1.40 / $4.40 202.8K
23 12 - 32
kimi-k2.6
月之暗面 · Modified MIT
1507±13.0
2.8K 票votes 1507.000 [1494.0, 1520.0] 20.00 · 不稳Volatile $0.95 / $4 262.1K
24 10 - 35
gemini-3.6-flash
Google · Proprietary
1505±24.0Preliminary
713 票votes 1505.000 [1481.0, 1529.0] 25.00 · 不稳Volatile $0.75 / $3.75 1M
25 13 - 34
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1504±14.0
2.1K 票votes 1504.000 [1490.0, 1518.0] 21.00 · 不稳Volatile $1.48 / $4.42 1M
26 11 - 36
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1501±22.0
798 票votes 1501.000 [1479.0, 1523.0] 25.00 · 不稳Volatile $0.20 / $1.20 1M
27 15 - 34
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1499±15.0
2.4K 票votes 1499.000 [1484.0, 1514.0] 19.00 · 不稳Volatile $5 / $25 200K
28 17 - 49
gemini-3.5-flash-high
Google · Proprietary
1483±25.0
611 票votes 1483.000 [1458.0, 1508.0] 32.00 · 不稳Volatile $0.75 / $4.50 1M
29 22 - 41
minimax-m3
MiniMax · MiniMax Community License
1482±14.0
2.1K 票votes 1482.000 [1468.0, 1496.0] 19.00 · 不稳Volatile $0.60 / $2.40 N/A
30 16 - 56
hy3
腾讯 · Apache 2.0
1475±35.0
288 票votes 1475.000 [1440.0, 1510.0] 40.00 · 不稳Volatile $0.13 / $0.53 262.1K
31 21 - 53
gemini-3.5-flash
Google · Proprietary
1474±25.0
664 票votes 1474.000 [1449.0, 1499.0] 32.00 · 不稳Volatile $0.75 / $4.50 1M
32 26 - 49
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1471±12.0
2.9K 票votes 1471.000 [1459.0, 1483.0] 23.00 · 不稳Volatile $5 / $30 N/A
33 24 - 52
kimi-k2.7-code
月之暗面 · Modified MIT
1471±19.0
1.1K 票votes 1471.000 [1452.0, 1490.0] 28.00 · 不稳Volatile $0.47 / $2 262.1K
34 23 - 56
qwen3.6-max-preview
阿里巴巴 · Proprietary
1469±23.0
765 票votes 1469.000 [1446.0, 1492.0] 33.00 · 不稳Volatile $1.03 / $6.16 262.1K
35 27 - 50
deepseek-v4-pro-high-preview
DeepSeek · MIT
1467±12.0
2.8K 票votes 1467.000 [1455.0, 1479.0] 23.00 · 不稳Volatile $0.43 / $0.87 1M
36 21 - 59
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1464±35.0
373 票votes 1464.000 [1429.0, 1499.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
37 28 - 52
mimo-v2.5-pro
小米 · MIT
1463±12.0
3.2K 票votes 1463.000 [1451.0, 1475.0] 24.00 · 不稳Volatile $0.43 / $0.87 1.1M
38 28 - 55
claude-opus-4-5-20251101
Anthropic · Proprietary
1460±13.0
2.9K 票votes 1460.000 [1447.0, 1473.0] 27.00 · 不稳Volatile $5 / $25 200K
39 28 - 56
gemini-3.5-flash-medium
Google · Proprietary
1458±15.0
1.7K 票votes 1458.000 [1443.0, 1473.0] 28.00 · 不稳Volatile $0.75 / $4.50 1M
40 29 - 56
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1456±11.0
3.8K 票votes 1456.000 [1445.0, 1467.0] 27.00 · 不稳Volatile N/A N/A
41 29 - 56
mimo-v2.5
小米 · MIT
1451±12.0
2.8K 票votes 1451.000 [1439.0, 1463.0] 27.00 · 不稳Volatile $0.14 / $0.28 1.1M
42 29 - 56
deepseek-v4-pro
DeepSeek · MIT
1450±12.0
3.4K 票votes 1450.000 [1438.0, 1462.0] 27.00 · 不稳Volatile $0.43 / $0.87 1M
43 29 - 56
qwen3.6-plus
阿里巴巴 · Proprietary
1449±10.0
4.0K 票votes 1449.000 [1439.0, 1459.0] 27.00 · 不稳Volatile $0.33 / $1.95 1M
44 29 - 57
gemini-3-flash
Google · Proprietary
1445±15.0
2.2K 票votes 1445.000 [1430.0, 1460.0] 28.00 · 不稳Volatile $0.50 / $3 1M
45 29 - 59
glm-5
智谱 ZAI · MIT
1444±16.0
1.7K 票votes 1444.000 [1428.0, 1460.0] 30.00 · 不稳Volatile $1 / $3.20 202.8K
46 31 - 59
mimo-v2-pro
小米 · Proprietary
1442±15.0
1.9K 票votes 1442.000 [1427.0, 1457.0] 28.00 · 不稳Volatile $1 / $3 1M
47 32 - 59
deepseek-v4-flash-high-preview
DeepSeek · MIT
1440±13.0
2.4K 票votes 1440.000 [1427.0, 1453.0] 27.00 · 不稳Volatile $0.14 / $0.28 1M
48 35 - 59
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±10.0
4.0K 票votes 1438.000 [1428.0, 1448.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
49 28 - 65
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±34.0
387 票votes 1437.000 [1403.0, 1471.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
50 34 - 60
gemini-3-pro
Google · Proprietary
1436±14.0
2.7K 票votes 1436.000 [1422.0, 1450.0] 26.00 · 不稳Volatile $2 / $12 1M
51 36 - 60
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1435±12.0
3.0K 票votes 1435.000 [1423.0, 1447.0] 24.00 · 不稳Volatile N/A N/A
52 29 - 62
glm-4.7
智谱 ZAI · MIT
1435±25.0
736 票votes 1435.000 [1410.0, 1460.0] 33.00 · 不稳Volatile $0.40 / $1.75 204.8K
53 29 - 68
glm-5v-turbo
智谱 ZAI · Proprietary
1429±33.0
358 票votes 1429.000 [1396.0, 1462.0] 39.00 · 不稳Volatile $1.20 / $4 202.8K
54 35 - 63
inkling
Thinky · Apache 2.0
1426±22.0
818 票votes 1426.000 [1404.0, 1448.0] 28.00 · 不稳Volatile $0.50 / $2.02 524.3K
55 43 - 61
gemini-3.1-pro-preview
Google · Proprietary
1423±9.0
5.6K 票votes 1423.000 [1414.0, 1432.0] 18.00 · 不稳Volatile $1 / $6 1M
56 32 - 69
gpt-5-medium
OpenAI · Proprietary
1420±35.0
457 票votes 1420.000 [1385.0, 1455.0] 37.00 · 不稳Volatile $0.63 / $5 400K
57 28 - 80
gpt-5.2
OpenAI · Proprietary
1418±51.0
191 票votes 1418.000 [1367.0, 1469.0] 52.00 · 不稳Volatile $0.88 / $7 400K
58 51 - 68
minimax-m2.7
MiniMax · Modified MIT
1408±12.0
3.0K 票votes 1408.000 [1396.0, 1420.0] 17.00 · 不稳Volatile $0.27 / $1.08 204.8K
59 44 - 75
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1403±26.0
662 票votes 1403.000 [1377.0, 1429.0] 31.00 · 不稳Volatile $1.75 / $14 400K
60 49 - 77
gpt-5.1-medium
OpenAI · Proprietary
1400±24.0
852 票votes 1400.000 [1376.0, 1424.0] 28.00 · 不稳Volatile $0.63 / $5 400K
61 44 - 80
gpt-5.4
OpenAI · Proprietary
1399±30.0
408 票votes 1399.000 [1369.0, 1429.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
62 53 - 69
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±10.0
4.3K 票votes 1398.000 [1388.0, 1408.0] 16.00 · 不稳Volatile $0.39 / $2.34 262.1K
63 54 - 74
gpt-5.4-mini-high
OpenAI · Proprietary
1391±12.0
2.8K 票votes 1391.000 [1379.0, 1403.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
64 54 - 77
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±14.0
2.5K 票votes 1390.000 [1376.0, 1404.0] 23.00 · 不稳Volatile $3 / $15 200K
65 52 - 82
kimi-k2.5-instant
月之暗面 · Modified MIT
1387±24.0
731 票votes 1387.000 [1363.0, 1411.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
66 55 - 80
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±13.0
3.1K 票votes 1384.000 [1371.0, 1397.0] 25.00 · 不稳Volatile $3 / $15 200K
67 55 - 80
minimax-m2.1-preview
MiniMax · MIT
1383±17.0
1.5K 票votes 1383.000 [1366.0, 1400.0] 25.00 · 不稳Volatile $0.30 / $1.20 204.8K
68 55 - 82
claude-opus-4-1-20250805
Anthropic · Proprietary
1378±20.0
1.2K 票votes 1378.000 [1358.0, 1398.0] 27.00 · 不稳Volatile $15 / $75 200K
69 57 - 82
laguna-m.1
Poolside · Apache 2.0
1376±19.0
1.2K 票votes 1376.000 [1357.0, 1395.0] 25.00 · 不稳Volatile $0.20 / $0.40 262.1K
70 59 - 80
gemini-3-flash (thinking-minimal)
Google · Proprietary
1373±9.0
5.2K 票votes 1373.000 [1364.0, 1382.0] 21.00 · 不稳Volatile $0.50 / $3 1M
71 59 - 85
deepseek-v3.2-thinking
DeepSeek · MIT
1368±17.0
1.5K 票votes 1368.000 [1351.0, 1385.0] 26.00 · 不稳Volatile $0.26 / $0.38 163.8K
72 59 - 84
minimax-m2.5
MiniMax · Modified MIT
1367±15.0
1.8K 票votes 1367.000 [1352.0, 1382.0] 25.00 · 不稳Volatile $0.22 / $0.90 204.8K
73 63 - 83
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1364±11.0
4.1K 票votes 1364.000 [1353.0, 1375.0] 20.00 · 不稳Volatile $2 / $6 2M
74 59 - 85
gemma-4-31b
Google · Apache 2.0
1364±17.0
1.5K 票votes 1364.000 [1347.0, 1381.0] 26.00 · 不稳Volatile $0.14 / $0.40 262.1K
75 61 - 85
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±14.0
1.9K 票votes 1362.000 [1348.0, 1376.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
76 59 - 87
gpt-5.1-codex
OpenAI · Proprietary
1359±24.0
846 票votes 1359.000 [1335.0, 1383.0] 28.00 · 不稳Volatile $1.25 / $10 400K
77 63 - 85
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1358±14.0
2.1K 票votes 1358.000 [1344.0, 1372.0] 22.00 · 不稳Volatile $0.29 / $2.40 262.1K
78 60 - 87
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1357±21.0
970 票votes 1357.000 [1336.0, 1378.0] 27.00 · 不稳Volatile $1.75 / $14 400K
79 61 - 88
glm-4.6
智谱 ZAI · MIT
1355±21.0
1.1K 票votes 1355.000 [1334.0, 1376.0] 27.00 · 不稳Volatile $0.50 / $2 204.8K
80 68 - 86
grok-4.3
SpaceXAI · Proprietary
1351±12.0
2.8K 票votes 1351.000 [1339.0, 1363.0] 18.00 · 不稳Volatile $1.25 / $2.50 1M
81 68 - 89
gpt-5.2-codex
OpenAI · Proprietary
1347±17.0
1.6K 票votes 1347.000 [1330.0, 1364.0] 21.00 · 不稳Volatile $1.75 / $14 400K
82 63 - 93
gemma-4-26b-a4b
Google · Apache 2.0
1343±32.0
396 票votes 1343.000 [1311.0, 1375.0] 30.00 · 不稳Volatile N/A N/A
83 71 - 91
deepseek-v3.2
DeepSeek · MIT
1339±15.0
2.0K 票votes 1339.000 [1324.0, 1354.0] 20.00 · 不稳Volatile $0.26 / $0.38 163.8K
84 73 - 91
gpt-5.1
OpenAI · Proprietary
1336±15.0
2.1K 票votes 1336.000 [1321.0, 1351.0] 18.00 · 不稳Volatile $0.63 / $5 400K
85 78 - 91
claude-haiku-4-5-20251001
Anthropic · Proprietary
1328±9.0
5.7K 票votes 1328.000 [1319.0, 1337.0] 13.00 · 不稳Volatile $1 / $5 200K
86 77 - 94
mimo-v2-flash (non-thinking)
小米 · MIT
1321±19.0
1.2K 票votes 1321.000 [1302.0, 1340.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
87 72 - 97
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1319±34.0
384 票votes 1319.000 [1285.0, 1353.0] 25.00 · 不稳Volatile N/A N/A
88 81 - 94
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1318±13.0
2.7K 票votes 1318.000 [1305.0, 1331.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
89 80 - 95
laguna-xs.2
Poolside · Apache 2.0
1313±22.0
959 票votes 1313.000 [1291.0, 1335.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
90 82 - 97
minimax-m2
MiniMax · Apache 2.0
1306±21.0
1.1K 票votes 1306.000 [1285.0, 1327.0] 15.00 · 不稳Volatile $0.26 / $1.02 204.8K
91 82 - 102
mimo-v2-flash (thinking)
小米 · MIT
1294±35.0
370 票votes 1294.000 [1259.0, 1329.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
92 85 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1284±30.0
593 票votes 1284.000 [1254.0, 1314.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
93 86 - 103
mistral-medium-3.5
Mistral · Modified MIT
1278±29.0
554 票votes 1278.000 [1249.0, 1307.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
94 89 - 102
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±14.0
2.5K 票votes 1272.000 [1258.0, 1286.0] 13.00 · 不稳Volatile $0.40 / $1.60 262.1K
95 85 - 108
KAT-Coder-Pro-V1
· Proprietary
1264±51.0
212 票votes 1264.000 [1213.0, 1315.0] 23.00 · 不稳Volatile $0.21 / $0.83 256K
96 91 - 105
gemini-3.1-flash-lite-preview
Google · Proprietary
1255±12.0
3.7K 票votes 1255.000 [1243.0, 1267.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
97 89 - 106
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1253±33.0
391 票votes 1253.000 [1220.0, 1286.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
98 91 - 105
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1250±21.0
1.1K 票votes 1250.000 [1229.0, 1271.0] 14.00 · 不稳Volatile $0.20 / $0.50 2M
99 91 - 108
trinity-large-thinking
· Apache 2.0
1244±39.0
333 票votes 1244.000 [1205.0, 1283.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
100 88 - 109
gpt-5.1-codex-mini
OpenAI · Proprietary
1241±53.0
171 票votes 1241.000 [1188.0, 1294.0] 21.00 · 不稳Volatile $0.25 / $2 400K
101 93 - 109
gemini-2.5-pro
Google · Proprietary
1224±35.0
479 票votes 1224.000 [1189.0, 1259.0] 16.00 · 不稳Volatile $0.63 / $5 1M
102 91 - 109
qwen3.5-flash
阿里巴巴 · Proprietary
1222±38.0
306 票votes 1222.000 [1184.0, 1260.0] 18.00 · 不稳Volatile N/A N/A
103 91 - 109
grok-code-fast-1
SpaceXAI · Proprietary
1208±61.0
139 票votes 1208.000 [1147.0, 1269.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
104 95 - 109
devstral-2
Mistral · Modified MIT
1203±44.0
266 票votes 1203.000 [1159.0, 1247.0] 14.00 · 不稳Volatile N/A N/A
105 97 - 109
granite-4.1-8b
IBM · Apache 2.0
1192±35.0
452 票votes 1192.000 [1157.0, 1227.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
106 95 - 109
mistral-large-3
Mistral · Apache 2.0
1180±64.0
152 票votes 1180.000 [1116.0, 1244.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
107 98 - 109
grok-4.1-thinking
SpaceXAI · Proprietary
1160±60.0
153 票votes 1160.000 [1100.0, 1220.0] 11.00 · 波动Unstable N/A N/A
108 98 - 109
grok-4-fast-reasoning
SpaceXAI · Proprietary
1157±60.0
156 票votes 1157.000 [1097.0, 1217.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
109 100 - 109
mercury-2
Inception AI · Proprietary
1155±46.0
265 票votes 1155.000 [1109.0, 1201.0] 9.00 · 波动Unstable $0.25 / $0.75 128K
110 110 - 110
devstral-medium-2507
Mistral · Proprietary
926±110.0
124 票votes 926.000 [816.0, 1036.0] 0.00 · 稳定Stable $0.40 / $2 128K
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