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
1651±36.0
313 票votes 1651.000 [1615.0, 1687.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 7
qwen3.8-max
阿里巴巴 · Proprietary
1629±51.0Preliminary
169 票votes 1629.000 [1578.0, 1680.0] 6.00 · 波动Unstable $2 / $6 1M
🥉 1 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1615±23.0
876 票votes 1615.000 [1592.0, 1638.0] 5.00 · 波动Unstable $3 / $15 1M
4 1 - 9
claude-opus-5-high
Anthropic · Proprietary
1589±27.0
547 票votes 1589.000 [1562.0, 1616.0] 8.00 · 波动Unstable $5 / $25 1M
5 2 - 9
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1574±19.0
1.2K 票votes 1574.000 [1555.0, 1593.0] 7.00 · 波动Unstable $5 / $30 1.1M
6 3 - 15
claude-fable-5
Anthropic · Proprietary
1562±18.0
1.3K 票votes 1562.000 [1544.0, 1580.0] 12.00 · 不稳Volatile $10 / $50 1M
7 4 - 15
glm-5.2-max
智谱 ZAI · MIT
1558±16.0
1.6K 票votes 1558.000 [1542.0, 1574.0] 11.00 · 波动Unstable $1.40 / $4.40 1M
8 2 - 28
deepseek-v4-flash-high
DeepSeek · MIT
1553±48.0Preliminary
170 票votes 1553.000 [1505.0, 1601.0] 26.00 · 不稳Volatile $0.14 / $0.28 1M
9 4 - 18
claude-opus-4-8-thinking
Anthropic · Proprietary
1549±14.0
2.5K 票votes 1549.000 [1535.0, 1563.0] 14.00 · 不稳Volatile $5 / $25 1M
10 6 - 21
claude-opus-4-7
Anthropic · Proprietary
1541±12.0
3.0K 票votes 1541.000 [1529.0, 1553.0] 15.00 · 不稳Volatile $5 / $25 1M
11 6 - 21
claude-opus-4-7-thinking
Anthropic · Proprietary
1539±11.0
3.3K 票votes 1539.000 [1528.0, 1550.0] 15.00 · 不稳Volatile $5 / $25 1M
12 6 - 21
claude-opus-4-6-thinking
Anthropic · Proprietary
1533±11.0
3.7K 票votes 1533.000 [1522.0, 1544.0] 15.00 · 不稳Volatile $5 / $25 1M
13 6 - 27
muse-spark-1.1
Meta · Proprietary
1531±21.0Preliminary
891 票votes 1531.000 [1510.0, 1552.0] 21.00 · 不稳Volatile $1.25 / $4.25 N/A
14 8 - 24
claude-opus-4-6
Anthropic · Proprietary
1530±11.0
4.0K 票votes 1530.000 [1519.0, 1541.0] 16.00 · 不稳Volatile $5 / $25 1M
15 6 - 26
claude-opus-4-8
Anthropic · Proprietary
1529±15.0
1.8K 票votes 1529.000 [1514.0, 1544.0] 20.00 · 不稳Volatile $5 / $25 1M
16 6 - 28
grok-4.5
SpaceXAI · Proprietary
1524±21.0
871 票votes 1524.000 [1503.0, 1545.0] 22.00 · 不稳Volatile $2 / $6 500K
17 9 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1522±10.0
4.6K 票votes 1522.000 [1512.0, 1532.0] 18.00 · 不稳Volatile $3 / $15 1M
18 8 - 28
seed-2.1-pro-preview
字节跳动 · Proprietary
1520±18.0Preliminary
1.2K 票votes 1520.000 [1502.0, 1538.0] 20.00 · 不稳Volatile N/A N/A
19 8 - 31
claude-sonnet-5-high
Anthropic · Proprietary
1516±21.0
900 票votes 1516.000 [1495.0, 1537.0] 23.00 · 不稳Volatile $2 / $10 1M
20 9 - 29
glm-5.1
智谱 ZAI · MIT
1514±16.0
1.7K 票votes 1514.000 [1498.0, 1530.0] 20.00 · 不稳Volatile $1.40 / $4.40 202.8K
21 12 - 31
kimi-k2.6
月之暗面 · Modified MIT
1507±13.0
2.8K 票votes 1507.000 [1494.0, 1520.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
22 9 - 34
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1507±25.0
624 票votes 1507.000 [1482.0, 1532.0] 25.00 · 不稳Volatile $2 / $12 1M
23 13 - 32
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1504±14.0
2.0K 票votes 1504.000 [1490.0, 1518.0] 19.00 · 不稳Volatile $1.48 / $4.42 1M
24 14 - 33
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
25 12 - 35
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1498±23.0
704 票votes 1498.000 [1475.0, 1521.0] 23.00 · 不稳Volatile $0.20 / $1.20 1M
26 12 - 40
gemini-3.6-flash
Google · Proprietary
1494±26.0Preliminary
593 票votes 1494.000 [1468.0, 1520.0] 28.00 · 不稳Volatile $1.50 / $7.50 1M
27 20 - 41
minimax-m3
MiniMax · MiniMax Community License
1481±14.0
2.0K 票votes 1481.000 [1467.0, 1495.0] 21.00 · 不稳Volatile $0.60 / $2.40 N/A
28 16 - 51
gemini-3.5-flash-high
Google · Proprietary
1478±27.0
505 票votes 1478.000 [1451.0, 1505.0] 35.00 · 不稳Volatile N/A N/A
29 13 - 55
hy3
腾讯 · Apache 2.0
1477±37.0
254 票votes 1477.000 [1440.0, 1514.0] 42.00 · 不稳Volatile $0.13 / $0.53 262.1K
30 20 - 54
gemini-3.5-flash
Google · Proprietary
1472±25.0
668 票votes 1472.000 [1447.0, 1497.0] 34.00 · 不稳Volatile $1.50 / $9 1M
31 24 - 48
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1471±12.0
2.8K 票votes 1471.000 [1459.0, 1483.0] 24.00 · 不稳Volatile $5 / $30 N/A
32 23 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1470±19.0
1.1K 票votes 1470.000 [1451.0, 1489.0] 28.00 · 不稳Volatile $0.73 / $3.50 262.1K
33 22 - 55
qwen3.6-max-preview
阿里巴巴 · Proprietary
1469±23.0
764 票votes 1469.000 [1446.0, 1492.0] 33.00 · 不稳Volatile $1.03 / $6.16 262.1K
34 25 - 50
deepseek-v4-pro-high-preview
DeepSeek · MIT
1467±12.0
2.7K 票votes 1467.000 [1455.0, 1479.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
35 19 - 57
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
36 26 - 51
mimo-v2.5-pro
小米 · MIT
1462±12.0
3.0K 票votes 1462.000 [1450.0, 1474.0] 25.00 · 不稳Volatile $0.43 / $0.87 1.1M
37 26 - 54
claude-opus-4-5-20251101
Anthropic · Proprietary
1460±13.0
2.9K 票votes 1460.000 [1447.0, 1473.0] 28.00 · 不稳Volatile $5 / $25 200K
38 26 - 55
gemini-3.5-flash-medium
Google · Proprietary
1459±16.0
1.6K 票votes 1459.000 [1443.0, 1475.0] 29.00 · 不稳Volatile $1.50 / $9 1M
39 27 - 55
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1456±11.0
3.7K 票votes 1456.000 [1445.0, 1467.0] 28.00 · 不稳Volatile N/A N/A
40 28 - 55
qwen3.6-plus
阿里巴巴 · Proprietary
1451±11.0
3.9K 票votes 1451.000 [1440.0, 1462.0] 27.00 · 不稳Volatile $0.33 / $1.95 1M
41 28 - 55
mimo-v2.5
小米 · MIT
1451±12.0
2.7K 票votes 1451.000 [1439.0, 1463.0] 27.00 · 不稳Volatile $0.14 / $0.28 1.1M
42 28 - 55
deepseek-v4-pro
DeepSeek · MIT
1448±12.0
3.3K 票votes 1448.000 [1436.0, 1460.0] 27.00 · 不稳Volatile $0.43 / $0.87 1M
43 28 - 56
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
44 28 - 57
glm-5
智谱 ZAI · MIT
1444±16.0
1.7K 票votes 1444.000 [1428.0, 1460.0] 29.00 · 不稳Volatile $1 / $3.20 202.8K
45 29 - 57
mimo-v2-pro
小米 · Proprietary
1443±15.0
1.9K 票votes 1443.000 [1428.0, 1458.0] 28.00 · 不稳Volatile $1 / $3 1M
46 30 - 58
deepseek-v4-flash-high-preview
DeepSeek · MIT
1440±13.0
2.4K 票votes 1440.000 [1427.0, 1453.0] 28.00 · 不稳Volatile $0.14 / $0.28 1M
47 33 - 57
kimi-k2.5-thinking
月之暗面 · Modified MIT
1439±10.0
3.9K 票votes 1439.000 [1429.0, 1449.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
48 26 - 63
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
49 33 - 59
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
50 28 - 61
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
51 35 - 59
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1435±12.0
2.9K 票votes 1435.000 [1423.0, 1447.0] 24.00 · 不稳Volatile N/A N/A
52 28 - 67
glm-5v-turbo
智谱 ZAI · Proprietary
1428±33.0
358 票votes 1428.000 [1395.0, 1461.0] 39.00 · 不稳Volatile $1.20 / $4 202.8K
53 33 - 64
inkling
Thinky · Apache 2.0
1426±23.0
721 票votes 1426.000 [1403.0, 1449.0] 31.00 · 不稳Volatile $1 / $4.05 1M
54 42 - 60
gemini-3.1-pro-preview
Google · Proprietary
1424±9.0
5.5K 票votes 1424.000 [1415.0, 1433.0] 18.00 · 不稳Volatile $2 / $12 1M
55 29 - 68
gpt-5-medium
OpenAI · Proprietary
1420±35.0
457 票votes 1420.000 [1385.0, 1455.0] 39.00 · 不稳Volatile $1.25 / $10 400K
56 26 - 79
gpt-5.2
OpenAI · Proprietary
1418±51.0
191 票votes 1418.000 [1367.0, 1469.0] 53.00 · 不稳Volatile $1.75 / $14 400K
57 50 - 68
minimax-m2.7
MiniMax · Modified MIT
1407±12.0
2.9K 票votes 1407.000 [1395.0, 1419.0] 18.00 · 不稳Volatile $0.25 / $1 204.8K
58 43 - 74
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
59 48 - 77
gpt-5.1-medium
OpenAI · Proprietary
1399±24.0
855 票votes 1399.000 [1375.0, 1423.0] 29.00 · 不稳Volatile $1.25 / $10 400K
60 52 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±10.0
4.2K 票votes 1397.000 [1387.0, 1407.0] 16.00 · 不稳Volatile $0.39 / $2.34 262.1K
61 47 - 79
gpt-5.4
OpenAI · Proprietary
1396±31.0
380 票votes 1396.000 [1365.0, 1427.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
62 53 - 73
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
63 52 - 77
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±14.0
2.5K 票votes 1390.000 [1376.0, 1404.0] 25.00 · 不稳Volatile $3 / $15 200K
64 51 - 81
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
65 54 - 79
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
66 54 - 79
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
67 54 - 81
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
68 55 - 81
laguna-m.1
Poolside · Apache 2.0
1377±19.0
1.2K 票votes 1377.000 [1358.0, 1396.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
69 58 - 80
gemini-3-flash (thinking-minimal)
Google · Proprietary
1373±9.0
5.2K 票votes 1373.000 [1364.0, 1382.0] 22.00 · 不稳Volatile $0.50 / $3 1M
70 58 - 84
deepseek-v3.2-thinking
DeepSeek · MIT
1368±17.0
1.5K 票votes 1368.000 [1351.0, 1385.0] 26.00 · 不稳Volatile $0.27 / $0.40 163.8K
71 58 - 82
minimax-m2.5
MiniMax · Modified MIT
1367±15.0
1.8K 票votes 1367.000 [1352.0, 1382.0] 24.00 · 不稳Volatile $0.15 / $0.90 204.8K
72 58 - 84
gemma-4-31b
Google · Apache 2.0
1367±17.0
1.5K 票votes 1367.000 [1350.0, 1384.0] 26.00 · 不稳Volatile $0.14 / $0.40 262.1K
73 62 - 82
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 60 - 84
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±14.0
1.9K 票votes 1363.000 [1349.0, 1377.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
75 58 - 86
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
76 62 - 84
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1359±14.0
2.2K 票votes 1359.000 [1345.0, 1373.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
77 59 - 86
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
78 60 - 87
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
79 66 - 85
grok-4.3
SpaceXAI · Proprietary
1352±13.0
2.7K 票votes 1352.000 [1339.0, 1365.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
80 67 - 88
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
81 60 - 92
gemma-4-26b-a4b
Google · Apache 2.0
1343±32.0
396 票votes 1343.000 [1311.0, 1375.0] 32.00 · 不稳Volatile N/A N/A
82 70 - 90
deepseek-v3.2
DeepSeek · MIT
1339±15.0
2.0K 票votes 1339.000 [1324.0, 1354.0] 20.00 · 不稳Volatile $0.27 / $0.40 163.8K
83 72 - 90
gpt-5.1
OpenAI · Proprietary
1336±15.0
2.1K 票votes 1336.000 [1321.0, 1351.0] 18.00 · 不稳Volatile $1.25 / $10 400K
84 77 - 90
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
85 76 - 93
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
86 80 - 93
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
87 72 - 96
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1318±33.0
385 票votes 1318.000 [1285.0, 1351.0] 24.00 · 不稳Volatile N/A N/A
88 79 - 94
laguna-xs.2
Poolside · Apache 2.0
1312±22.0
960 票votes 1312.000 [1290.0, 1334.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
89 81 - 96
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
90 81 - 101
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
91 84 - 102
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
92 85 - 102
mistral-medium-3.5
Mistral · Modified MIT
1279±29.0
555 票votes 1279.000 [1250.0, 1308.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
93 88 - 101
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
94 84 - 107
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
95 90 - 103
gemini-3.1-flash-lite-preview
Google · Proprietary
1256±12.0
3.7K 票votes 1256.000 [1244.0, 1268.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
96 88 - 105
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
97 90 - 104
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
98 90 - 107
trinity-large-thinking
· Apache 2.0
1245±39.0
333 票votes 1245.000 [1206.0, 1284.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
99 87 - 108
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
100 92 - 108
gemini-2.5-pro
Google · Proprietary
1224±35.0
479 票votes 1224.000 [1189.0, 1259.0] 16.00 · 不稳Volatile $1.25 / $10 1M
101 90 - 108
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
102 90 - 108
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
103 94 - 108
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
104 96 - 108
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
105 95 - 108
mistral-large-3
Mistral · Apache 2.0
1179±64.0
152 票votes 1179.000 [1115.0, 1243.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
106 97 - 108
grok-4.1-thinking
SpaceXAI · Proprietary
1159±60.0
153 票votes 1159.000 [1099.0, 1219.0] 11.00 · 波动Unstable N/A N/A
107 97 - 108
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
108 99 - 108
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
109 109 - 109
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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