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 - 2
claude-fable-5
Anthropic · Proprietary
1733±0.0
731 票votes 1733.000 [1733.0, 1733.0] 1.00 · 稳定Stable $10 / $50 1M
🥈 1 - 2
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1701±0.0
463 票votes 1701.000 [1701.0, 1701.0] 1.00 · 稳定Stable N/A N/A
🥉 3 - 8
glm-5.2 (max)
智谱 ZAI · MIT
1614±0.0
1.0K 票votes 1614.000 [1614.0, 1614.0] 5.00 · 波动Unstable $1.40 / $4.40 1M
4 3 - 8
claude-opus-4-8-thinking
Anthropic · Proprietary
1612±0.0
1.5K 票votes 1612.000 [1612.0, 1612.0] 5.00 · 波动Unstable $5 / $25 1M
5 3 - 12
grok-4.5
SpaceXAI · Proprietary
1601±0.0
511 票votes 1601.000 [1601.0, 1601.0] 9.00 · 波动Unstable $2 / $6 500K
6 3 - 12
claude-sonnet-5-high
Anthropic · Proprietary
1600±0.0
744 票votes 1600.000 [1600.0, 1600.0] 9.00 · 波动Unstable $2 / $10 1M
7 3 - 9
claude-opus-4-7-thinking
Anthropic · Proprietary
1597±0.0
2.5K 票votes 1597.000 [1597.0, 1597.0] 6.00 · 波动Unstable $5 / $25 1M
8 3 - 12
claude-opus-4-7
Anthropic · Proprietary
1590±0.0
2.4K 票votes 1590.000 [1590.0, 1590.0] 9.00 · 波动Unstable $5 / $25 1M
9 5 - 13
claude-opus-4-6-thinking
Anthropic · Proprietary
1580±0.0
2.8K 票votes 1580.000 [1580.0, 1580.0] 8.00 · 波动Unstable $5 / $25 1M
10 6 - 17
claude-opus-4-6
Anthropic · Proprietary
1568±0.0
3.3K 票votes 1568.000 [1568.0, 1568.0] 11.00 · 波动Unstable $5 / $25 1M
11 6 - 19
claude-opus-4-8
Anthropic · Proprietary
1563±0.0
1.6K 票votes 1563.000 [1563.0, 1563.0] 13.00 · 不稳Volatile $5 / $25 1M
12 6 - 19
glm-5.1
智谱 ZAI · MIT
1558±0.0
1.2K 票votes 1558.000 [1558.0, 1558.0] 13.00 · 不稳Volatile $1.40 / $4.40 202.8K
13 10 - 21
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1549±0.0
2.2K 票votes 1549.000 [1549.0, 1549.0] 11.00 · 波动Unstable N/A N/A
14 9 - 21
seed-2.1-pro-preview
字节跳动 · Proprietary
1548±0.0
958 票votes 1548.000 [1548.0, 1548.0] 12.00 · 不稳Volatile N/A N/A
15 10 - 21
gemini-3.5-flash-medium
Google · Proprietary
1546±0.0
1.2K 票votes 1546.000 [1546.0, 1546.0] 11.00 · 波动Unstable $1.50 / $9 1M
16 11 - 21
claude-sonnet-4-6
Anthropic · Proprietary
1546±0.0
3.6K 票votes 1546.000 [1546.0, 1546.0] 10.00 · 波动Unstable $3 / $15 1M
17 10 - 21
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1542±0.0
1.4K 票votes 1542.000 [1542.0, 1542.0] 11.00 · 波动Unstable $1.25 / $3.75 1M
18 10 - 25
muse-spark-1.1
Meta · Proprietary
1536±0.0
464 票votes 1536.000 [1536.0, 1536.0] 15.00 · 不稳Volatile $1.25 / $4.25 N/A
19 13 - 24
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1524±0.0
2.4K 票votes 1524.000 [1524.0, 1524.0] 11.00 · 波动Unstable N/A N/A
20 13 - 24
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K 票votes 1523.000 [1523.0, 1523.0] 11.00 · 波动Unstable $5 / $25 200K
21 11 - 30
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±0.0
349 票votes 1518.000 [1518.0, 1518.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
22 18 - 29
kimi-k2.6
月之暗面 · Modified MIT
1504±0.0
1.8K 票votes 1504.000 [1504.0, 1504.0] 11.00 · 波动Unstable $0.95 / $4 262.1K
23 18 - 33
qwen3.6-max-preview
阿里巴巴 · Proprietary
1498±0.0
556 票votes 1498.000 [1498.0, 1498.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
24 20 - 29
mimo-v2.5-pro
小米 · MIT
1497±0.0
2.2K 票votes 1497.000 [1497.0, 1497.0] 9.00 · 波动Unstable $0.43 / $0.87 1M
25 21 - 34
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1483±0.0
2.1K 票votes 1483.000 [1483.0, 1483.0] 13.00 · 不稳Volatile N/A N/A
26 18 - 42
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 票votes 1482.000 [1482.0, 1482.0] 24.00 · 不稳Volatile $2.50 / $15 1.1M
27 21 - 35
minimax-m3
MiniMax · MiniMax Community License
1482±0.0
1.5K 票votes 1482.000 [1482.0, 1482.0] 14.00 · 不稳Volatile $0.60 / $2.40 N/A
28 21 - 34
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±0.0
3.6K 票votes 1480.000 [1480.0, 1480.0] 13.00 · 不稳Volatile $5 / $25 200K
29 21 - 38
kimi-k2.7-code
月之暗面 · Modified MIT
1475±0.0
1.1K 票votes 1475.000 [1475.0, 1475.0] 17.00 · 不稳Volatile $0.72 / $3.49 262.1K
30 24 - 38
gemini-3.1-pro-preview
Google · Proprietary
1468±0.0
3.8K 票votes 1468.000 [1468.0, 1468.0] 14.00 · 不稳Volatile $2 / $12 1M
31 24 - 38
qwen3.6-plus
阿里巴巴 · Proprietary
1460±0.0
2.5K 票votes 1460.000 [1460.0, 1460.0] 14.00 · 不稳Volatile $0.33 / $1.95 1M
32 24 - 42
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±0.0
2.0K 票votes 1459.000 [1459.0, 1459.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
33 25 - 43
deepseek-v4-pro
DeepSeek · MIT
1456±0.0
1.9K 票votes 1456.000 [1456.0, 1456.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
34 28 - 43
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K 票votes 1452.000 [1452.0, 1452.0] 15.00 · 不稳Volatile $0.50 / $3 1M
35 28 - 43
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K 票votes 1452.000 [1452.0, 1452.0] 15.00 · 不稳Volatile $2 / $12 1M
36 23 - 50
gpt-5.2
OpenAI · Proprietary
1447±0.0
341 票votes 1447.000 [1447.0, 1447.0] 27.00 · 不稳Volatile $1.75 / $14 400K
37 28 - 50
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
666 票votes 1440.000 [1440.0, 1440.0] 22.00 · 不稳Volatile $1.75 / $14 400K
38 31 - 49
glm-5
智谱 ZAI · MIT
1433±0.0
1.7K 票votes 1433.000 [1433.0, 1433.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
39 31 - 50
mimo-v2-pro
小米 · Proprietary
1432±0.0
1.5K 票votes 1432.000 [1432.0, 1432.0] 19.00 · 不稳Volatile $1 / $3 1M
40 31 - 50
glm-4.7
智谱 ZAI · MIT
1430±0.0
1.2K 票votes 1430.000 [1430.0, 1430.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
41 36 - 50
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±0.0
3.5K 票votes 1425.000 [1425.0, 1425.0] 14.00 · 不稳Volatile $0.60 / $3 N/A
42 33 - 53
gpt-5-medium
OpenAI · Proprietary
1424±0.0
1.1K 票votes 1424.000 [1424.0, 1424.0] 20.00 · 不稳Volatile $1.25 / $10 400K
43 27 - 59
glm-5v-turbo
智谱 ZAI · Proprietary
1424±0.0
207 票votes 1424.000 [1424.0, 1424.0] 32.00 · 不稳Volatile $1.20 / $4 202.8K
44 36 - 51
gpt-5.4-mini-high
OpenAI · Proprietary
1422±0.0
2.3K 票votes 1422.000 [1422.0, 1422.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
45 36 - 51
mimo-v2.5
小米 · MIT
1420±0.0
2.0K 票votes 1420.000 [1420.0, 1420.0] 15.00 · 不稳Volatile $0.10 / $0.28 1M
46 36 - 57
claude-opus-4-1-20250805
Anthropic · Proprietary
1411±0.0
2.3K 票votes 1411.000 [1411.0, 1411.0] 21.00 · 不稳Volatile $15 / $75 200K
47 31 - 63
gpt-5.4
OpenAI · Proprietary
1407±0.0
213 票votes 1407.000 [1407.0, 1407.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
48 36 - 59
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1405±0.0
714 票votes 1405.000 [1405.0, 1405.0] 23.00 · 不稳Volatile $1.75 / $14 400K
49 37 - 59
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K 票votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $1.25 / $10 400K
50 36 - 60
kimi-k2.5-instant
月之暗面 · Modified MIT
1399±0.0
829 票votes 1399.000 [1399.0, 1399.0] 24.00 · 不稳Volatile $0.38 / $2.02 262.1K
51 44 - 59
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±0.0
3.4K 票votes 1396.000 [1396.0, 1396.0] 15.00 · 不稳Volatile $0.39 / $2.45 256K
52 44 - 59
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K 票votes 1393.000 [1393.0, 1393.0] 15.00 · 不稳Volatile $3 / $15 200K
53 45 - 59
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±0.0
4.9K 票votes 1393.000 [1393.0, 1393.0] 14.00 · 不稳Volatile $0.50 / $3 1M
54 45 - 61
minimax-m2.7
MiniMax · Modified MIT
1387±0.0
2.4K 票votes 1387.000 [1387.0, 1387.0] 16.00 · 不稳Volatile $0.24 / $0.96 204.8K
55 45 - 61
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K 票votes 1386.000 [1386.0, 1386.0] 16.00 · 不稳Volatile $3 / $15 200K
56 46 - 63
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K 票votes 1380.000 [1380.0, 1380.0] 17.00 · 不稳Volatile $0.30 / $1.20 204.8K
57 46 - 67
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K 票votes 1375.000 [1375.0, 1375.0] 21.00 · 不稳Volatile $0.15 / $0.90 204.8K
58 42 - 71
gemma-4-26b-a4b
Google · Apache 2.0
1370±0.0
243 票votes 1370.000 [1370.0, 1370.0] 29.00 · 不稳Volatile N/A N/A
59 52 - 68
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1368±0.0
2.7K 票votes 1368.000 [1368.0, 1368.0] 16.00 · 不稳Volatile $2 / $6 2M
60 45 - 71
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1364±0.0
313 票votes 1364.000 [1364.0, 1364.0] 26.00 · 不稳Volatile N/A N/A
61 53 - 70
grok-4.3
SpaceXAI · Proprietary
1361±0.0
1.9K 票votes 1361.000 [1361.0, 1361.0] 17.00 · 不稳Volatile $1.25 / $2.50 1M
62 55 - 70
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K 票votes 1354.000 [1354.0, 1354.0] 15.00 · 不稳Volatile $1.25 / $10 400K
63 55 - 70
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1353±0.0
1.8K 票votes 1353.000 [1353.0, 1353.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
64 57 - 71
gpt-5.1-codex
OpenAI · Proprietary
1347±0.0
1.7K 票votes 1347.000 [1347.0, 1347.0] 14.00 · 不稳Volatile $1.25 / $10 400K
65 57 - 71
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K 票votes 1346.000 [1346.0, 1346.0] 14.00 · 不稳Volatile $0.43 / $1.75 200K
66 58 - 71
deepseek-v3.2-thinking
DeepSeek · MIT
1345±0.0
1.8K 票votes 1345.000 [1345.0, 1345.0] 13.00 · 不稳Volatile $0.21 / $0.32 131.1K
67 57 - 71
gemma-4-31b
Google · Apache 2.0
1344±0.0
1.5K 票votes 1344.000 [1344.0, 1344.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
68 57 - 72
laguna-m.1
Poolside · Apache 2.0
1344±0.0
922 票votes 1344.000 [1344.0, 1344.0] 15.00 · 不稳Volatile $0.20 / $0.40 262.1K
69 59 - 72
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
1.6K 票votes 1336.000 [1336.0, 1336.0] 13.00 · 不稳Volatile $0.20 / $1.56 262.1K
70 59 - 72
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K 票votes 1333.000 [1333.0, 1333.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
71 62 - 75
gpt-5.2-codex
OpenAI · Proprietary
1322±0.0
1.7K 票votes 1322.000 [1322.0, 1322.0] 13.00 · 不稳Volatile $1.75 / $14 400K
72 68 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1314±0.0
3.7K 票votes 1314.000 [1314.0, 1314.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
73 71 - 77
claude-haiku-4-5-20251001
Anthropic · Proprietary
1307±0.0
6.0K 票votes 1307.000 [1307.0, 1307.0] 6.00 · 波动Unstable $1 / $5 200K
74 71 - 80
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.4K 票votes 1300.000 [1300.0, 1300.0] 9.00 · 波动Unstable $0.21 / $0.32 131.1K
75 71 - 86
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
471 票votes 1284.000 [1284.0, 1284.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
76 72 - 85
laguna-xs.2
Poolside · Apache 2.0
1284±0.0
980 票votes 1284.000 [1284.0, 1284.0] 13.00 · 不稳Volatile $0.10 / $0.20 262.1K
77 74 - 84
minimax-m2
MiniMax · Apache 2.0
1280±0.0
2.3K 票votes 1280.000 [1280.0, 1280.0] 10.00 · 波动Unstable $0.26 / $1.02 204.8K
78 74 - 86
deepseek-v3.2-exp
DeepSeek · MIT
1276±0.0
1.4K 票votes 1276.000 [1276.0, 1276.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
79 75 - 87
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±0.0
3.7K 票votes 1265.000 [1265.0, 1265.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
80 73 - 91
trinity-large-thinking
Arcee AI · Apache 2.0
1262±0.0
286 票votes 1262.000 [1262.0, 1262.0] 18.00 · 不稳Volatile $0.25 / $0.80 262.1K
81 75 - 89
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±0.0
3.1K 票votes 1258.000 [1258.0, 1258.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
82 74 - 91
mistral-medium-3.5
Mistral · Modified MIT
1257±0.0
503 票votes 1257.000 [1257.0, 1257.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
83 75 - 92
gpt-5.1-codex-mini
OpenAI · Proprietary
1245±0.0
408 票votes 1245.000 [1245.0, 1245.0] 17.00 · 不稳Volatile $0.25 / $2 400K
84 76 - 92
KAT-Coder-Pro-V1
快手 · Proprietary
1239±0.0
614 票votes 1239.000 [1239.0, 1239.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
85 79 - 92
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±0.0
1.6K 票votes 1239.000 [1239.0, 1239.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
86 75 - 94
grok-4.1-thinking
SpaceXAI · Proprietary
1238±0.0
333 票votes 1238.000 [1238.0, 1238.0] 19.00 · 不稳Volatile N/A N/A
87 77 - 94
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
423 票votes 1232.000 [1232.0, 1232.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
88 80 - 94
granite-4.1-8b
IBM · Apache 2.0
1214±0.0
393 票votes 1214.000 [1214.0, 1214.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
89 80 - 94
mistral-large-3
Mistral · Apache 2.0
1209±0.0
269 票votes 1209.000 [1209.0, 1209.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
90 81 - 94
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
320 票votes 1203.000 [1203.0, 1203.0] 13.00 · 不稳Volatile N/A N/A
91 83 - 94
gemini-2.5-pro
Google · Proprietary
1200±0.0
862 票votes 1200.000 [1200.0, 1200.0] 11.00 · 波动Unstable $1.25 / $10 1M
92 81 - 95
mercury-2
Inception AI · Proprietary
1186±0.0
210 票votes 1186.000 [1186.0, 1186.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
93 86 - 95
devstral-2
Mistral · Modified MIT
1167±0.0
330 票votes 1167.000 [1167.0, 1167.0] 9.00 · 波动Unstable N/A N/A
94 86 - 96
grok-4-fast-reasoning
SpaceXAI · Proprietary
1163±0.0
213 票votes 1163.000 [1163.0, 1163.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
95 92 - 96
grok-code-fast-1
SpaceXAI · Proprietary
1119±0.0
258 票votes 1119.000 [1119.0, 1119.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
96 94 - 96
devstral-medium-2507
Mistral · Proprietary
1079±0.0
285 票votes 1079.000 [1079.0, 1079.0] 2.00 · 稳定Stable $0.40 / $2 128K
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