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
kimi-k3-max
月之暗面 · Kimi K3 license
1722±29.0
746 票votes 1722.000 [1693.0, 1751.0] 3.00 · 稳定Stable $3 / $15 1M
🥈 1 - 4
claude-opus-5-max
Anthropic · Proprietary
1714±25.0
841 票votes 1714.000 [1689.0, 1739.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
qwen3.8-max
阿里巴巴 · Proprietary
1689±38.0Preliminary
373 票votes 1689.000 [1651.0, 1727.0] 5.00 · 波动Unstable $2 / $6 1M
4 1 - 6
claude-opus-5-high
Anthropic · Proprietary
1679±22.0
1.1K 票votes 1679.000 [1657.0, 1701.0] 5.00 · 波动Unstable $5 / $25 1M
5 3 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1658±19.0
1.3K 票votes 1658.000 [1639.0, 1677.0] 3.00 · 稳定Stable $5 / $30 1.1M
6 3 - 6
claude-fable-5
Anthropic · Proprietary
1655±18.0
1.7K 票votes 1655.000 [1637.0, 1673.0] 3.00 · 稳定Stable $10 / $50 1M
7 7 - 21
deepseek-v4-flash-high
DeepSeek · MIT
1590±32.0Preliminary
421 票votes 1590.000 [1558.0, 1622.0] 14.00 · 不稳Volatile $0.14 / $0.28 1M
8 7 - 18
glm-5.2-max
智谱 ZAI · MIT
1587±16.0
1.7K 票votes 1587.000 [1571.0, 1603.0] 11.00 · 波动Unstable $1.40 / $4.40 1M
9 7 - 16
claude-opus-4-7-thinking
Anthropic · Proprietary
1584±12.0
3.5K 票votes 1584.000 [1572.0, 1596.0] 9.00 · 波动Unstable $2.50 / $12.50 1M
10 7 - 21
grok-4.5
SpaceXAI · Proprietary
1578±24.0
769 票votes 1578.000 [1554.0, 1602.0] 14.00 · 不稳Volatile $2 / $6 500K
11 7 - 18
claude-opus-4-7
Anthropic · Proprietary
1577±12.0
3.4K 票votes 1577.000 [1565.0, 1589.0] 11.00 · 波动Unstable $5 / $25 1M
12 7 - 20
claude-opus-4-8-thinking
Anthropic · Proprietary
1577±14.0
2.3K 票votes 1577.000 [1563.0, 1591.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
13 7 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1564±11.0
3.9K 票votes 1564.000 [1553.0, 1575.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
14 7 - 27
muse-spark-1.1
Meta · Proprietary
1563±23.0Preliminary
828 票votes 1563.000 [1540.0, 1586.0] 20.00 · 不稳Volatile $1.25 / $4.25 N/A
15 8 - 25
claude-opus-4-8
Anthropic · Proprietary
1557±14.0
2.2K 票votes 1557.000 [1543.0, 1571.0] 17.00 · 不稳Volatile $2.50 / $12.50 1M
16 10 - 25
claude-opus-4-6
Anthropic · Proprietary
1554±10.0
4.3K 票votes 1554.000 [1544.0, 1564.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
17 7 - 29
gemini-3.6-flash
Google · Proprietary
1551±25.0Preliminary
735 票votes 1551.000 [1526.0, 1576.0] 22.00 · 不稳Volatile $0.75 / $3.75 1M
18 8 - 29
claude-sonnet-5-high
Anthropic · Proprietary
1551±20.0
1.0K 票votes 1551.000 [1531.0, 1571.0] 21.00 · 不稳Volatile $1 / $5 1M
19 7 - 32
muse-spark-1.2 (xHigh)
Meta · Proprietary
1548±40.0
258 票votes 1548.000 [1508.0, 1588.0] 25.00 · 不稳Volatile $1.25 / $4.25 N/A
20 13 - 31
glm-5.1
智谱 ZAI · MIT
1538±16.0
1.8K 票votes 1538.000 [1522.0, 1554.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
21 14 - 31
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1536±14.0
2.1K 票votes 1536.000 [1522.0, 1550.0] 17.00 · 不稳Volatile $1.48 / $4.42 1M
22 11 - 32
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1536±24.0
689 票votes 1536.000 [1512.0, 1560.0] 21.00 · 不稳Volatile $0.20 / $1.20 1M
23 16 - 30
claude-sonnet-4-6
Anthropic · Proprietary
1533±10.0
4.8K 票votes 1533.000 [1523.0, 1543.0] 14.00 · 不稳Volatile $1.50 / $7.50 1M
24 16 - 31
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1530±12.0
3.0K 票votes 1530.000 [1518.0, 1542.0] 15.00 · 不稳Volatile $5 / $30 N/A
25 14 - 33
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1529±24.0
711 票votes 1529.000 [1505.0, 1553.0] 19.00 · 不稳Volatile $2 / $12 1M
26 10 - 38
hy3
腾讯 · Apache 2.0
1525±38.0
297 票votes 1525.000 [1487.0, 1563.0] 28.00 · 不稳Volatile $0.13 / $0.53 262.1K
27 17 - 34
seed-2.1-pro-preview
字节跳动 · Proprietary
1521±17.0Preliminary
1.4K 票votes 1521.000 [1504.0, 1538.0] 17.00 · 不稳Volatile N/A N/A
28 17 - 32
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1521±14.0
3.0K 票votes 1521.000 [1507.0, 1535.0] 15.00 · 不稳Volatile $5 / $25 200K
29 14 - 38
gemini-3.5-flash-high
Google · Proprietary
1519±25.0
631 票votes 1519.000 [1494.0, 1544.0] 24.00 · 不稳Volatile $0.75 / $4.50 1M
30 19 - 36
kimi-k2.6
月之暗面 · Modified MIT
1512±13.0
2.4K 票votes 1512.000 [1499.0, 1525.0] 17.00 · 不稳Volatile $0.95 / $4 262.1K
31 23 - 41
gemini-3.5-flash-medium
Google · Proprietary
1500±16.0
1.5K 票votes 1500.000 [1484.0, 1516.0] 18.00 · 不稳Volatile $0.75 / $4.50 1M
32 20 - 43
gemini-3.5-flash
Google · Proprietary
1498±25.0
670 票votes 1498.000 [1473.0, 1523.0] 23.00 · 不稳Volatile $0.75 / $4.50 1M
33 26 - 41
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1495±11.0
3.4K 票votes 1495.000 [1484.0, 1506.0] 15.00 · 不稳Volatile N/A N/A
34 28 - 43
minimax-m3
MiniMax · MiniMax Community License
1487±14.0
2.1K 票votes 1487.000 [1473.0, 1501.0] 15.00 · 不稳Volatile $0.60 / $2.40 N/A
35 31 - 46
deepseek-v4-pro-high-preview
DeepSeek · MIT
1475±12.0
2.9K 票votes 1475.000 [1463.0, 1487.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
36 29 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1475±19.0
1.2K 票votes 1475.000 [1456.0, 1494.0] 22.00 · 不稳Volatile $0.47 / $2 262.1K
37 31 - 46
mimo-v2.5-pro
小米 · MIT
1474±11.0
3.2K 票votes 1474.000 [1463.0, 1485.0] 15.00 · 不稳Volatile $0.43 / $0.87 1.1M
38 31 - 48
claude-opus-4-5-20251101
Anthropic · Proprietary
1472±12.0
3.5K 票votes 1472.000 [1460.0, 1484.0] 17.00 · 不稳Volatile $5 / $25 200K
39 29 - 53
qwen3.6-max-preview
阿里巴巴 · Proprietary
1471±23.0
772 票votes 1471.000 [1448.0, 1494.0] 24.00 · 不稳Volatile $1.03 / $6.16 262.1K
40 27 - 58
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1470±34.0
377 票votes 1470.000 [1436.0, 1504.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
41 28 - 59
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1466±35.0
389 票votes 1466.000 [1431.0, 1501.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
42 33 - 52
qwen3.6-plus
阿里巴巴 · Proprietary
1465±11.0
3.6K 票votes 1465.000 [1454.0, 1476.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
43 33 - 52
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1463±12.0
3.1K 票votes 1463.000 [1451.0, 1475.0] 19.00 · 不稳Volatile N/A N/A
44 35 - 57
deepseek-v4-pro
DeepSeek · MIT
1453±12.0
2.9K 票votes 1453.000 [1441.0, 1465.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
45 37 - 56
gemini-3.1-pro-preview
Google · Proprietary
1452±9.0
5.1K 票votes 1452.000 [1443.0, 1461.0] 19.00 · 不稳Volatile $1 / $6 1M
46 35 - 58
gemini-3-pro
Google · Proprietary
1451±13.0
4.0K 票votes 1451.000 [1438.0, 1464.0] 23.00 · 不稳Volatile $2 / $12 1M
47 37 - 58
mimo-v2.5
小米 · MIT
1449±12.0
2.9K 票votes 1449.000 [1437.0, 1461.0] 21.00 · 不稳Volatile $0.14 / $0.28 1.1M
48 35 - 59
glm-5
智谱 ZAI · MIT
1448±16.0
1.8K 票votes 1448.000 [1432.0, 1464.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
49 38 - 59
gemini-3-flash
Google · Proprietary
1444±14.0
2.9K 票votes 1444.000 [1430.0, 1458.0] 21.00 · 不稳Volatile $0.50 / $3 1M
50 39 - 59
deepseek-v4-flash-high-preview
DeepSeek · MIT
1443±13.0
2.4K 票votes 1443.000 [1430.0, 1456.0] 20.00 · 不稳Volatile $0.14 / $0.28 1M
51 38 - 59
mimo-v2-pro
小米 · Proprietary
1443±15.0
2.0K 票votes 1443.000 [1428.0, 1458.0] 21.00 · 不稳Volatile $1 / $3 1M
52 42 - 59
kimi-k2.5-thinking
月之暗面 · Modified MIT
1437±10.0
4.3K 票votes 1437.000 [1427.0, 1447.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
53 38 - 62
glm-4.7
智谱 ZAI · MIT
1437±22.0
1.0K 票votes 1437.000 [1415.0, 1459.0] 24.00 · 不稳Volatile $0.40 / $1.75 204.8K
54 41 - 69
gpt-5-medium
OpenAI · Proprietary
1423±25.0
1.0K 票votes 1423.000 [1398.0, 1448.0] 28.00 · 不稳Volatile $0.63 / $5 400K
55 42 - 70
kimi-k2.5-instant
月之暗面 · Modified MIT
1421±24.0
762 票votes 1421.000 [1397.0, 1445.0] 28.00 · 不稳Volatile $0.57 / $2.85 262.1K
56 43 - 72
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1416±26.0
661 票votes 1416.000 [1390.0, 1442.0] 29.00 · 不稳Volatile $1.75 / $14 400K
57 47 - 69
claude-opus-4-1-20250805
Anthropic · Proprietary
1415±17.0
2.1K 票votes 1415.000 [1398.0, 1432.0] 22.00 · 不稳Volatile $15 / $75 200K
58 53 - 69
gpt-5.4-mini-high
OpenAI · Proprietary
1412±12.0
2.9K 票votes 1412.000 [1400.0, 1424.0] 16.00 · 不稳Volatile $0.75 / $4.50 400K
59 42 - 74
gpt-5.4
OpenAI · Proprietary
1411±33.0
360 票votes 1411.000 [1378.0, 1444.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
60 53 - 74
inkling
Thinky · Apache 2.0
1400±20.0
1.0K 票votes 1400.000 [1380.0, 1420.0] 21.00 · 不稳Volatile $0.50 / $2.02 524.3K
61 54 - 73
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±10.0
4.4K 票votes 1398.000 [1388.0, 1408.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
62 44 - 84
gpt-5.2
OpenAI · Proprietary
1396±44.0
341 票votes 1396.000 [1352.0, 1440.0] 40.00 · 不稳Volatile $0.88 / $7 400K
63 54 - 74
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±13.0
3.8K 票votes 1393.000 [1380.0, 1406.0] 20.00 · 不稳Volatile $3 / $15 200K
64 54 - 75
gpt-5.1-medium
OpenAI · Proprietary
1392±20.0
1.4K 票votes 1392.000 [1372.0, 1412.0] 21.00 · 不稳Volatile $0.63 / $5 400K
65 54 - 74
minimax-m2.7
MiniMax · Modified MIT
1391±12.0
3.2K 票votes 1391.000 [1379.0, 1403.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
66 57 - 74
gemini-3-flash (thinking-minimal)
Google · Proprietary
1388±9.0
5.5K 票votes 1388.000 [1379.0, 1397.0] 17.00 · 不稳Volatile $0.50 / $3 1M
67 54 - 75
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1388±12.0
4.4K 票votes 1388.000 [1376.0, 1400.0] 21.00 · 不稳Volatile $3 / $15 200K
68 53 - 84
glm-5v-turbo
智谱 ZAI · Proprietary
1388±36.0
335 票votes 1388.000 [1352.0, 1424.0] 31.00 · 不稳Volatile $1.20 / $4 202.8K
69 54 - 81
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1382±21.0
949 票votes 1382.000 [1361.0, 1403.0] 27.00 · 不稳Volatile $1.75 / $14 400K
70 58 - 78
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1379±11.0
3.6K 票votes 1379.000 [1368.0, 1390.0] 20.00 · 不稳Volatile $2 / $6 2M
71 58 - 82
minimax-m2.1-preview
MiniMax · MIT
1375±16.0
1.9K 票votes 1375.000 [1359.0, 1391.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
72 60 - 83
minimax-m2.5
MiniMax · Modified MIT
1369±15.0
1.8K 票votes 1369.000 [1354.0, 1384.0] 23.00 · 不稳Volatile $0.22 / $0.90 204.8K
73 54 - 85
gemma-4-26b-a4b
Google · Apache 2.0
1368±33.0
396 票votes 1368.000 [1335.0, 1401.0] 31.00 · 不稳Volatile N/A N/A
74 65 - 84
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1362±14.0
2.1K 票votes 1362.000 [1348.0, 1376.0] 19.00 · 不稳Volatile $0.29 / $2.40 262.1K
75 67 - 84
grok-4.3
SpaceXAI · Proprietary
1358±12.0
2.8K 票votes 1358.000 [1346.0, 1370.0] 17.00 · 不稳Volatile $1.25 / $2.50 1M
76 67 - 84
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±15.0
2.1K 票votes 1357.000 [1342.0, 1372.0] 17.00 · 不稳Volatile $0.20 / $1.56 262.1K
77 59 - 88
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1356±33.0
408 票votes 1356.000 [1323.0, 1389.0] 29.00 · 不稳Volatile N/A N/A
78 67 - 84
gpt-5.2-codex
OpenAI · Proprietary
1353±16.0
1.8K 票votes 1353.000 [1337.0, 1369.0] 17.00 · 不稳Volatile $1.75 / $14 400K
79 68 - 84
gemma-4-31b
Google · Apache 2.0
1352±16.0
1.8K 票votes 1352.000 [1336.0, 1368.0] 16.00 · 不稳Volatile $0.14 / $0.40 262.1K
80 68 - 84
deepseek-v3.2-thinking
DeepSeek · MIT
1352±16.0
1.9K 票votes 1352.000 [1336.0, 1368.0] 16.00 · 不稳Volatile $0.27 / $0.40 163.8K
81 68 - 86
laguna-m.1
Poolside · Apache 2.0
1348±19.0
1.2K 票votes 1348.000 [1329.0, 1367.0] 18.00 · 不稳Volatile $0.20 / $0.40 262.1K
82 69 - 85
gpt-5.1
OpenAI · Proprietary
1345±14.0
3.1K 票votes 1345.000 [1331.0, 1359.0] 16.00 · 不稳Volatile $0.63 / $5 400K
83 70 - 88
glm-4.6
智谱 ZAI · MIT
1340±17.0
2.1K 票votes 1340.000 [1323.0, 1357.0] 18.00 · 不稳Volatile $0.50 / $2 204.8K
84 71 - 89
gpt-5.1-codex
OpenAI · Proprietary
1334±20.0
1.5K 票votes 1334.000 [1314.0, 1354.0] 18.00 · 不稳Volatile $1.25 / $10 400K
85 79 - 92
mimo-v2-flash (non-thinking)
小米 · MIT
1318±18.0
1.4K 票votes 1318.000 [1300.0, 1336.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
86 81 - 91
deepseek-v3.2
DeepSeek · MIT
1318±14.0
2.5K 票votes 1318.000 [1304.0, 1332.0] 10.00 · 波动Unstable $0.27 / $0.40 163.8K
87 82 - 89
claude-haiku-4-5-20251001
Anthropic · Proprietary
1317±9.0
6.8K 票votes 1317.000 [1308.0, 1326.0] 7.00 · 波动Unstable $1 / $5 200K
88 82 - 92
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1312±12.0
3.7K 票votes 1312.000 [1300.0, 1324.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
89 86 - 98
minimax-m2
MiniMax · Apache 2.0
1289±17.0
2.1K 票votes 1289.000 [1272.0, 1306.0] 12.00 · 不稳Volatile $0.26 / $1.02 204.8K
90 84 - 100
mistral-medium-3.5
Mistral · Modified MIT
1289±27.0
632 票votes 1289.000 [1262.0, 1316.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
91 86 - 100
laguna-xs.2
Poolside · Apache 2.0
1287±22.0
1.0K 票votes 1287.000 [1265.0, 1309.0] 14.00 · 不稳Volatile $0.10 / $0.20 262.1K
92 89 - 101
deepseek-v3.2-exp
DeepSeek · MIT
1276±21.0
1.3K 票votes 1276.000 [1255.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
93 87 - 105
mimo-v2-flash (thinking)
小米 · MIT
1269±31.0
460 票votes 1269.000 [1238.0, 1300.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
94 89 - 105
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±13.0
3.6K 票votes 1262.000 [1249.0, 1275.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
95 90 - 105
gemini-3.1-flash-lite-preview
Google · Proprietary
1260±12.0
3.8K 票votes 1260.000 [1248.0, 1272.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
96 89 - 105
KAT-Coder-Pro-V1
· Proprietary
1260±34.0
496 票votes 1260.000 [1226.0, 1294.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
97 89 - 108
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1245±32.0
445 票votes 1245.000 [1213.0, 1277.0] 19.00 · 不稳Volatile $0.14 / $1 262.1K
98 89 - 109
qwen3.5-flash
阿里巴巴 · Proprietary
1241±36.0
367 票votes 1241.000 [1205.0, 1277.0] 20.00 · 不稳Volatile N/A N/A
99 89 - 109
trinity-large-thinking
· Apache 2.0
1235±41.0
331 票votes 1235.000 [1194.0, 1276.0] 20.00 · 不稳Volatile $0.22 / $0.85 262.1K
100 93 - 108
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±20.0
1.5K 票votes 1234.000 [1214.0, 1254.0] 15.00 · 不稳Volatile $0.20 / $0.50 2M
101 90 - 109
gpt-5.1-codex-mini
OpenAI · Proprietary
1233±37.0
394 票votes 1233.000 [1196.0, 1270.0] 19.00 · 不稳Volatile $0.25 / $2 400K
102 93 - 109
gemini-2.5-pro
Google · Proprietary
1227±26.0
914 票votes 1227.000 [1201.0, 1253.0] 16.00 · 不稳Volatile $0.63 / $5 1M
103 93 - 109
granite-4.1-8b
IBM · Apache 2.0
1222±32.0
523 票votes 1222.000 [1190.0, 1254.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
104 92 - 109
mistral-large-3
Mistral · Apache 2.0
1209±50.0
244 票votes 1209.000 [1159.0, 1259.0] 17.00 · 不稳Volatile $0.50 / $1.50 N/A
105 93 - 109
grok-4.1-thinking
SpaceXAI · Proprietary
1208±47.0
307 票votes 1208.000 [1161.0, 1255.0] 16.00 · 不稳Volatile N/A N/A
106 97 - 109
devstral-2
Mistral · Modified MIT
1181±41.0
295 票votes 1181.000 [1140.0, 1222.0] 12.00 · 不稳Volatile N/A N/A
107 97 - 110
mercury-2
Inception AI · Proprietary
1176±48.0
242 票votes 1176.000 [1128.0, 1224.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
108 97 - 110
grok-code-fast-1
SpaceXAI · Proprietary
1174±51.0
256 票votes 1174.000 [1123.0, 1225.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
109 99 - 110
grok-4-fast-reasoning
SpaceXAI · Proprietary
1159±53.0
230 票votes 1159.000 [1106.0, 1212.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
110 107 - 110
devstral-medium-2507
Mistral · Proprietary
1083±57.0
269 票votes 1083.000 [1026.0, 1140.0] 3.00 · 稳定Stable $0.40 / $2 128K
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