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
1628±0.0
537 票votes 1628.000 [1628.0, 1628.0] 1.00 · 稳定Stable — —
🥈 1 - 2
glm-5.2 (max)
智谱 ZAI · MIT
1626±0.0
517 票votes 1626.000 [1626.0, 1626.0] 1.00 · 稳定Stable — —
🥉 3 - 6
claude-opus-4-7-thinking
Anthropic · Proprietary
1573±0.0
2.3K 票votes 1573.000 [1573.0, 1573.0] 3.00 · 稳定Stable $5 / $25 1M
4 3 - 13
claude-opus-4-8-thinking
Anthropic · Proprietary
1564±0.0
830 票votes 1564.000 [1564.0, 1564.0] 10.00 · 波动Unstable — —
5 3 - 12
claude-opus-4-7
Anthropic · Proprietary
1557±0.0
2.1K 票votes 1557.000 [1557.0, 1557.0] 9.00 · 波动Unstable $5 / $25 1M
6 3 - 15
claude-opus-4-8
Anthropic · Proprietary
1545±0.0
959 票votes 1545.000 [1545.0, 1545.0] 12.00 · 不稳Volatile — —
7 4 - 15
claude-opus-4-6-thinking
Anthropic · Proprietary
1538±0.0
2.9K 票votes 1538.000 [1538.0, 1538.0] 11.00 · 波动Unstable $5 / $25 1M
8 4 - 16
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1533±0.0
1.1K 票votes 1533.000 [1533.0, 1533.0] 12.00 · 不稳Volatile — —
9 4 - 17
minimax-m3
MiniMax · Proprietary
1531±0.0
852 票votes 1531.000 [1531.0, 1531.0] 13.00 · 不稳Volatile — —
10 4 - 16
kimi-k2.6
月之暗面 · Modified MIT
1531±0.0
1.8K 票votes 1531.000 [1531.0, 1531.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
11 5 - 15
claude-opus-4-6
Anthropic · Proprietary
1530±0.0
3.2K 票votes 1530.000 [1530.0, 1530.0] 10.00 · 波动Unstable $5 / $25 1M
12 4 - 19
muse-spark
Meta · Proprietary
1528±0.0
601 票votes 1528.000 [1528.0, 1528.0] 15.00 · 不稳Volatile N/A N/A
13 4 - 20
kimi-k2.7-code
月之暗面 · Modified MIT
1520±0.0
504 票votes 1520.000 [1520.0, 1520.0] 16.00 · 不稳Volatile — —
14 6 - 19
glm-5.1
智谱 ZAI · MIT
1518±0.0
1.2K 票votes 1518.000 [1518.0, 1518.0] 13.00 · 不稳Volatile $1.40 / $4.40 202.8K
15 6 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1516±0.0
3.8K 票votes 1516.000 [1516.0, 1516.0] 11.00 · 波动Unstable $3 / $15 1M
16 11 - 22
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1495±0.0
1.9K 票votes 1495.000 [1495.0, 1495.0] 11.00 · 波动Unstable — —
17 9 - 27
gemini-3.5-flash
Google · Proprietary
1494±0.0
717 票votes 1494.000 [1494.0, 1494.0] 18.00 · 不稳Volatile — —
18 13 - 25
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1488±0.0
1.9K 票votes 1488.000 [1488.0, 1488.0] 12.00 · 不稳Volatile N/A N/A
19 15 - 24
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1487±0.0
3.2K 票votes 1487.000 [1487.0, 1487.0] 9.00 · 波动Unstable $5 / $25 200K
20 13 - 31
qwen3.6-max-preview
阿里巴巴 · Proprietary
1483±0.0
826 票votes 1483.000 [1483.0, 1483.0] 18.00 · 不稳Volatile $1.04 / $6.24 262.1K
21 16 - 35
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±0.0
1.9K 票votes 1467.000 [1467.0, 1467.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
22 17 - 35
mimo-v2.5-pro
小米 · MIT
1464±0.0
2.0K 票votes 1464.000 [1464.0, 1464.0] 18.00 · 不稳Volatile $1 / $3 1M
23 18 - 35
claude-opus-4-5-20251101
Anthropic · Proprietary
1464±0.0
3.9K 票votes 1464.000 [1464.0, 1464.0] 17.00 · 不稳Volatile $5 / $25 200K
24 19 - 35
gemini-3.1-pro-preview
Google · Proprietary
1463±0.0
3.6K 票votes 1463.000 [1463.0, 1463.0] 16.00 · 不稳Volatile $2 / $12 1M
25 19 - 35
qwen3.6-plus
阿里巴巴 · Proprietary
1461±0.0
2.5K 票votes 1461.000 [1461.0, 1461.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
26 20 - 36
gemini-3-pro
Google · Proprietary
1459±0.0
4.1K 票votes 1459.000 [1459.0, 1459.0] 16.00 · 不稳Volatile $2 / $12 1M
27 16 - 39
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
413 票votes 1458.000 [1458.0, 1458.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
28 20 - 37
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1452±0.0
1.9K 票votes 1452.000 [1452.0, 1452.0] 17.00 · 不稳Volatile N/A N/A
29 20 - 39
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.2K 票votes 1451.000 [1451.0, 1451.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
30 20 - 39
mimo-v2.5
小米 · MIT
1448±0.0
1.7K 票votes 1448.000 [1448.0, 1448.0] 19.00 · 不稳Volatile $0.40 / $2 1M
31 21 - 38
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K 票votes 1448.000 [1448.0, 1448.0] 17.00 · 不稳Volatile $0.50 / $3 1M
32 21 - 37
kimi-k2.5-thinking
月之暗面 · Modified MIT
1447±0.0
3.7K 票votes 1447.000 [1447.0, 1447.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
33 17 - 42
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1447±0.0
399 票votes 1447.000 [1447.0, 1447.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
34 21 - 39
glm-5
智谱 ZAI · MIT
1440±0.0
1.8K 票votes 1440.000 [1440.0, 1440.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
35 21 - 40
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±0.0
961 票votes 1438.000 [1438.0, 1438.0] 19.00 · 不稳Volatile $0.44 / $2 262.1K
36 27 - 43
mimo-v2-pro
小米 · Proprietary
1429±0.0
2.1K 票votes 1429.000 [1429.0, 1429.0] 16.00 · 不稳Volatile $1 / $3 1M
37 26 - 50
gpt-5-medium
OpenAI · Proprietary
1425±0.0
792 票votes 1425.000 [1425.0, 1425.0] 24.00 · 不稳Volatile $1.25 / $10 400K
38 35 - 55
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1405±0.0
2.8K 票votes 1405.000 [1405.0, 1405.0] 20.00 · 不稳Volatile $2 / $6 2M
39 35 - 56
minimax-m2.1-preview
MiniMax · MIT
1403±0.0
2.4K 票votes 1403.000 [1403.0, 1403.0] 21.00 · 不稳Volatile $0.29 / $0.95 196.6K
40 37 - 56
minimax-m2.7
MiniMax · Modified MIT
1401±0.0
2.4K 票votes 1401.000 [1401.0, 1401.0] 19.00 · 不稳Volatile $0.30 / $1.20 196.6K
41 36 - 59
gpt-5.1-medium
OpenAI · Proprietary
1397±0.0
1.2K 票votes 1397.000 [1397.0, 1397.0] 23.00 · 不稳Volatile $1.25 / $10 400K
42 34 - 61
gemma-4-26b-a4b
Google · Apache 2.0
1396±0.0
517 票votes 1396.000 [1396.0, 1396.0] 27.00 · 不稳Volatile N/A N/A
43 37 - 56
gemini-3-flash (thinking-minimal)
Google · Proprietary
1396±0.0
5.1K 票votes 1396.000 [1396.0, 1396.0] 19.00 · 不稳Volatile $0.50 / $3 1M
44 37 - 59
gpt-5.4-mini-high
OpenAI · Proprietary
1396±0.0
2.2K 票votes 1396.000 [1396.0, 1396.0] 22.00 · 不稳Volatile $0.75 / $4.50 400K
45 30 - 64
gpt-5.2
OpenAI · Proprietary
1395±0.0
265 票votes 1395.000 [1395.0, 1395.0] 34.00 · 不稳Volatile $1.75 / $14 400K
46 37 - 57
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1395±0.0
3.3K 票votes 1395.000 [1395.0, 1395.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
47 37 - 60
gemma-4-31b
Google · Apache 2.0
1391±0.0
1.5K 票votes 1391.000 [1391.0, 1391.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
48 37 - 61
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±0.0
786 票votes 1390.000 [1390.0, 1390.0] 24.00 · 不稳Volatile $1.75 / $14 400K
49 37 - 60
grok-4.3
xAI · Proprietary
1386±0.0
1.7K 票votes 1386.000 [1386.0, 1386.0] 23.00 · 不稳Volatile $1.25 / $2.50 1M
50 38 - 60
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1386±0.0
3.7K 票votes 1386.000 [1386.0, 1386.0] 22.00 · 不稳Volatile $3 / $15 200K
51 38 - 60
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1385±0.0
4.4K 票votes 1385.000 [1385.0, 1385.0] 22.00 · 不稳Volatile $3 / $15 200K
52 38 - 60
minimax-m2.5
MiniMax · Modified MIT
1384±0.0
2.1K 票votes 1384.000 [1384.0, 1384.0] 22.00 · 不稳Volatile $0.15 / $1.15 196.6K
53 38 - 60
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1384±0.0
2.3K 票votes 1384.000 [1384.0, 1384.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
54 39 - 64
claude-opus-4-1-20250805
Anthropic · Proprietary
1377±0.0
1.8K 票votes 1377.000 [1377.0, 1377.0] 25.00 · 不稳Volatile $15 / $75 200K
55 29 - 71
gpt-5.4
OpenAI · Proprietary
1377±0.0
114 票votes 1377.000 [1377.0, 1377.0] 42.00 · 不稳Volatile $2.50 / $15 1.1M
56 42 - 64
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
2.2K 票votes 1373.000 [1373.0, 1373.0] 22.00 · 不稳Volatile $0.25 / $0.38 131.1K
57 38 - 69
laguna-m.1
Poolside · Proprietary
1368±0.0
488 票votes 1368.000 [1368.0, 1368.0] 31.00 · 不稳Volatile — —
58 45 - 66
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±0.0
2.2K 票votes 1363.000 [1363.0, 1363.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
59 43 - 69
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1363±0.0
1.1K 票votes 1363.000 [1363.0, 1363.0] 26.00 · 不稳Volatile $1.75 / $14 400K
60 51 - 69
gpt-5.1-codex
OpenAI · Proprietary
1353±0.0
1.3K 票votes 1353.000 [1353.0, 1353.0] 18.00 · 不稳Volatile $1.25 / $10 400K
61 53 - 69
glm-4.6
智谱 ZAI · MIT
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 16.00 · 不稳Volatile $0.39 / $1.90 204.8K
62 43 - 71
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1352±0.0
415 票votes 1352.000 [1352.0, 1352.0] 28.00 · 不稳Volatile $0.29 / $1.17 262.1K
63 53 - 69
gpt-5.2-codex
OpenAI · Proprietary
1352±0.0
2.1K 票votes 1352.000 [1352.0, 1352.0] 16.00 · 不稳Volatile $1.75 / $14 400K
64 53 - 69
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 16.00 · 不稳Volatile $1.25 / $10 400K
65 56 - 71
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
1.7K 票votes 1340.000 [1340.0, 1340.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
66 57 - 71
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1334±0.0
3.7K 票votes 1334.000 [1334.0, 1334.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
67 57 - 71
deepseek-v3.2
DeepSeek · MIT
1333±0.0
2.7K 票votes 1333.000 [1333.0, 1333.0] 14.00 · 不稳Volatile $0.25 / $0.38 131.1K
68 56 - 73
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 票votes 1330.000 [1330.0, 1330.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
69 57 - 79
laguna-xs.2
Poolside · Apache 2.0
1319±0.0
597 票votes 1319.000 [1319.0, 1319.0] 22.00 · 不稳Volatile — —
70 63 - 71
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±0.0
5.8K 票votes 1318.000 [1318.0, 1318.0] 8.00 · 波动Unstable $1 / $5 200K
71 63 - 75
minimax-m2
MiniMax · Apache 2.0
1313±0.0
1.7K 票votes 1313.000 [1313.0, 1313.0] 12.00 · 不稳Volatile $0.26 / $1 196.6K
72 69 - 79
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1296±0.0
3.6K 票votes 1296.000 [1296.0, 1296.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
73 69 - 83
mistral-medium-3.5
Mistral · Modified MIT
1278±0.0
634 票votes 1278.000 [1278.0, 1278.0] 14.00 · 不稳Volatile — —
74 71 - 83
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
930 票votes 1274.000 [1274.0, 1274.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
75 70 - 85
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 票votes 1269.000 [1269.0, 1269.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
76 71 - 85
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1268±0.0
464 票votes 1268.000 [1268.0, 1268.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
77 71 - 85
qwen3.5-flash
阿里巴巴 · Proprietary
1265±0.0
421 票votes 1265.000 [1265.0, 1265.0] 14.00 · 不稳Volatile N/A N/A
78 70 - 86
trinity-large-thinking
Arcee AI · Apache 2.0
1264±0.0
402 票votes 1264.000 [1264.0, 1264.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
79 73 - 85
grok-4-1-fast-reasoning
xAI · Proprietary
1255±0.0
1.7K 票votes 1255.000 [1255.0, 1255.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
80 71 - 86
mistral-large-3
Mistral · Apache 2.0
1254±0.0
225 票votes 1254.000 [1254.0, 1254.0] 15.00 · 不稳Volatile $0.50 / $1.50 N/A
81 73 - 86
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±0.0
331 票votes 1246.000 [1246.0, 1246.0] 13.00 · 不稳Volatile $0.25 / $2 400K
82 73 - 86
gemini-3.1-flash-lite-preview
Google · Proprietary
1242±0.0
3.4K 票votes 1242.000 [1242.0, 1242.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
83 73 - 86
gemini-2.5-pro
Google · Proprietary
1231±0.0
675 票votes 1231.000 [1231.0, 1231.0] 13.00 · 不稳Volatile $1.25 / $10 1M
84 75 - 88
devstral-2
Mistral · Modified MIT
1217±0.0
445 票votes 1217.000 [1217.0, 1217.0] 13.00 · 不稳Volatile N/A N/A
85 75 - 90
grok-4.1-thinking
xAI · Proprietary
1201±0.0
239 票votes 1201.000 [1201.0, 1201.0] 15.00 · 不稳Volatile N/A N/A
86 79 - 90
granite-4.1-8b
IBM · Apache 2.0
1201±0.0
569 票votes 1201.000 [1201.0, 1201.0] 11.00 · 波动Unstable — —
87 84 - 90
grok-4-fast-reasoning
xAI · Proprietary
1154±0.0
203 票votes 1154.000 [1154.0, 1154.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
88 84 - 90
grok-code-fast-1
xAI · Proprietary
1142±0.0
203 票votes 1142.000 [1142.0, 1142.0] 6.00 · 波动Unstable $0.20 / $1.50 256K
89 85 - 90
devstral-medium-2507
Mistral · Proprietary
1132±0.0
206 票votes 1132.000 [1132.0, 1132.0] 5.00 · 波动Unstable $0.40 / $2 128K
90 85 - 90
mercury-2
Inception AI · Proprietary
1127±0.0
296 票votes 1127.000 [1127.0, 1127.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
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