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 - 3
claude-fable-5
Anthropic · Proprietary
1629±0.0
141 票votes 1629.000 [1629.0, 1629.0] 2.00 · 稳定Stable N/A N/A
🥈 1 - 11
claude-opus-4-8-thinking
Anthropic · Proprietary
1559±0.0
294 票votes 1559.000 [1559.0, 1559.0] 10.00 · 波动Unstable $5 / $25 1M
🥉 2 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1543±0.0
972 票votes 1543.000 [1543.0, 1543.0] 9.00 · 波动Unstable $5 / $25 1M
4 1 - 15
claude-opus-4-8
Anthropic · Proprietary
1541±0.0
379 票votes 1541.000 [1541.0, 1541.0] 14.00 · 不稳Volatile $5 / $25 1M
5 2 - 15
claude-opus-4-6
Anthropic · Proprietary
1525±0.0
1.4K 票votes 1525.000 [1525.0, 1525.0] 13.00 · 不稳Volatile $5 / $25 1M
6 2 - 16
claude-opus-4-6-thinking
Anthropic · Proprietary
1523±0.0
1.2K 票votes 1523.000 [1523.0, 1523.0] 14.00 · 不稳Volatile $5 / $25 1M
7 2 - 18
claude-opus-4-7
Anthropic · Proprietary
1521±0.0
847 票votes 1521.000 [1521.0, 1521.0] 16.00 · 不稳Volatile $5 / $25 1M
8 2 - 21
glm-5.1
智谱 ZAI · MIT
1515±0.0
452 票votes 1515.000 [1515.0, 1515.0] 19.00 · 不稳Volatile $1.40 / $4.40 202.8K
9 2 - 19
claude-sonnet-4-6
Anthropic · Proprietary
1511±0.0
1.6K 票votes 1511.000 [1511.0, 1511.0] 17.00 · 不稳Volatile $3 / $15 1M
10 2 - 21
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1511±0.0
378 票votes 1511.000 [1511.0, 1511.0] 19.00 · 不稳Volatile $1.25 / $3.75 1M
11 4 - 23
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1492±0.0
777 票votes 1492.000 [1492.0, 1492.0] 19.00 · 不稳Volatile N/A N/A
12 2 - 25
minimax-m3
MiniMax · Proprietary
1492±0.0
334 票votes 1492.000 [1492.0, 1492.0] 23.00 · 不稳Volatile $0.60 / $2.40 N/A
13 6 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
1.7K 票votes 1492.000 [1492.0, 1492.0] 16.00 · 不稳Volatile $5 / $25 200K
14 4 - 25
kimi-k2.6
月之暗面 · Modified MIT
1487±0.0
618 票votes 1487.000 [1487.0, 1487.0] 21.00 · 不稳Volatile $0.95 / $4 262.1K
15 4 - 28
gemini-3.5-flash
Google · Proprietary
1484±0.0
356 票votes 1484.000 [1484.0, 1484.0] 24.00 · 不稳Volatile $1.50 / $9 1M
16 7 - 25
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1482±0.0
784 票votes 1482.000 [1482.0, 1482.0] 18.00 · 不稳Volatile N/A N/A
17 9 - 30
deepseek-v4-pro-thinking
DeepSeek · MIT
1465±0.0
696 票votes 1465.000 [1465.0, 1465.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
18 4 - 37
muse-spark
Meta · Proprietary
1464±0.0
191 票votes 1464.000 [1464.0, 1464.0] 33.00 · 不稳Volatile N/A N/A
19 9 - 34
qwen3.6-max-preview
阿里巴巴 · Proprietary
1460±0.0
345 票votes 1460.000 [1460.0, 1460.0] 25.00 · 不稳Volatile $1.04 / $6.24 262.1K
20 7 - 39
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1458±0.0
173 票votes 1458.000 [1458.0, 1458.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
21 11 - 33
mimo-v2.5-pro
小米 · MIT
1457±0.0
823 票votes 1457.000 [1457.0, 1457.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
22 12 - 33
qwen3.6-plus
阿里巴巴 · Proprietary
1454±0.0
1.0K 票votes 1454.000 [1454.0, 1454.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
23 8 - 44
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1446±0.0
154 票votes 1446.000 [1446.0, 1446.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
24 16 - 34
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.0K 票votes 1444.000 [1444.0, 1444.0] 18.00 · 不稳Volatile $5 / $25 200K
25 13 - 37
glm-5
智谱 ZAI · MIT
1442±0.0
841 票votes 1442.000 [1442.0, 1442.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
26 16 - 39
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1434±0.0
773 票votes 1434.000 [1434.0, 1434.0] 23.00 · 不稳Volatile N/A N/A
27 13 - 43
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1433±0.0
413 票votes 1433.000 [1433.0, 1433.0] 30.00 · 不稳Volatile $1.75 / $14 400K
28 16 - 41
glm-4.7
智谱 ZAI · MIT
1432±0.0
683 票votes 1432.000 [1432.0, 1432.0] 25.00 · 不稳Volatile $0.40 / $1.75 202.8K
29 17 - 42
mimo-v2-pro
小米 · Proprietary
1426±0.0
858 票votes 1426.000 [1426.0, 1426.0] 25.00 · 不稳Volatile $1 / $3 1M
30 17 - 43
mimo-v2.5
小米 · MIT
1425±0.0
701 票votes 1425.000 [1425.0, 1425.0] 26.00 · 不稳Volatile $0.14 / $0.28 1M
31 18 - 40
gemini-3.1-pro-preview
Google · Proprietary
1424±0.0
1.5K 票votes 1424.000 [1424.0, 1424.0] 22.00 · 不稳Volatile $2 / $12 1M
32 18 - 43
minimax-m2.5
MiniMax · Modified MIT
1419±0.0
1.1K 票votes 1419.000 [1419.0, 1419.0] 25.00 · 不稳Volatile $0.15 / $0.90 204.8K
33 20 - 43
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±0.0
1.5K 票votes 1417.000 [1417.0, 1417.0] 23.00 · 不稳Volatile $0.60 / $3 N/A
34 22 - 44
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K 票votes 1412.000 [1412.0, 1412.0] 22.00 · 不稳Volatile $2 / $12 1M
35 22 - 47
gemini-3-flash
Google · Proprietary
1410±0.0
1.8K 票votes 1410.000 [1410.0, 1410.0] 25.00 · 不稳Volatile $0.50 / $3 1M
36 24 - 49
minimax-m2.1-preview
MiniMax · MIT
1398±0.0
1.3K 票votes 1398.000 [1398.0, 1398.0] 25.00 · 不稳Volatile $0.29 / $0.95 204.8K
37 27 - 53
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±0.0
1.4K 票votes 1392.000 [1392.0, 1392.0] 26.00 · 不稳Volatile $0.39 / $2.34 262.1K
38 26 - 54
minimax-m2.7
MiniMax · Modified MIT
1389±0.0
958 票votes 1389.000 [1389.0, 1389.0] 28.00 · 不稳Volatile $0.27 / $1.08 204.8K
39 18 - 61
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1389±0.0
174 票votes 1389.000 [1389.0, 1389.0] 43.00 · 不稳Volatile N/A N/A
40 24 - 59
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±0.0
443 票votes 1389.000 [1389.0, 1389.0] 35.00 · 不稳Volatile $1.75 / $14 400K
41 33 - 53
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
2.5K 票votes 1386.000 [1386.0, 1386.0] 20.00 · 不稳Volatile $3 / $15 200K
42 29 - 59
gpt-5.1-medium
OpenAI · Proprietary
1381±0.0
790 票votes 1381.000 [1381.0, 1381.0] 30.00 · 不稳Volatile $1.25 / $10 400K
43 22 - 61
gpt-5.2
OpenAI · Proprietary
1381±0.0
187 票votes 1381.000 [1381.0, 1381.0] 39.00 · 不稳Volatile $1.75 / $14 400K
44 28 - 60
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±0.0
511 票votes 1381.000 [1381.0, 1381.0] 32.00 · 不稳Volatile $0.40 / $1.90 262.1K
45 35 - 54
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1381±0.0
2.1K 票votes 1381.000 [1381.0, 1381.0] 19.00 · 不稳Volatile $3 / $15 200K
46 35 - 59
deepseek-v3.2-thinking
DeepSeek · MIT
1377±0.0
1.1K 票votes 1377.000 [1377.0, 1377.0] 24.00 · 不稳Volatile $0.23 / $0.34 131.1K
47 35 - 60
gpt-5.4-mini-high
OpenAI · Proprietary
1376±0.0
885 票votes 1376.000 [1376.0, 1376.0] 25.00 · 不稳Volatile $0.75 / $4.50 400K
48 36 - 59
gemini-3-flash (thinking-minimal)
Google · Proprietary
1372±0.0
2.4K 票votes 1372.000 [1372.0, 1372.0] 23.00 · 不稳Volatile $0.50 / $3 1M
49 37 - 61
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1361±0.0
1.0K 票votes 1361.000 [1361.0, 1361.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
50 37 - 61
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1360±0.0
1.1K 票votes 1360.000 [1360.0, 1360.0] 24.00 · 不稳Volatile $2 / $6 2M
51 37 - 61
claude-opus-4-1-20250805
Anthropic · Proprietary
1360±0.0
1.1K 票votes 1360.000 [1360.0, 1360.0] 24.00 · 不稳Volatile $15 / $75 200K
52 37 - 62
grok-4.3
xAI · Proprietary
1356±0.0
699 票votes 1356.000 [1356.0, 1356.0] 25.00 · 不稳Volatile $1.25 / $2.50 1M
53 36 - 64
gpt-5-medium
OpenAI · Proprietary
1354±0.0
471 票votes 1354.000 [1354.0, 1354.0] 28.00 · 不稳Volatile $1.25 / $10 400K
54 39 - 64
qwen3.5-27b
阿里巴巴 · Apache 2.0
1351±0.0
963 票votes 1351.000 [1351.0, 1351.0] 25.00 · 不稳Volatile $0.20 / $1.56 262.1K
55 41 - 65
glm-4.6
智谱 ZAI · MIT
1342±0.0
1.1K 票votes 1342.000 [1342.0, 1342.0] 24.00 · 不稳Volatile $0.43 / $1.74 202.8K
56 41 - 65
gpt-5.2-codex
OpenAI · Proprietary
1342±0.0
1.1K 票votes 1342.000 [1342.0, 1342.0] 24.00 · 不稳Volatile $1.75 / $14 400K
57 45 - 64
gpt-5.1
OpenAI · Proprietary
1342±0.0
1.8K 票votes 1342.000 [1342.0, 1342.0] 19.00 · 不稳Volatile $1.25 / $10 400K
58 41 - 65
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
937 票votes 1341.000 [1341.0, 1341.0] 24.00 · 不稳Volatile $0.10 / $0.30 262.1K
59 41 - 65
gemma-4-31b
Google · Apache 2.0
1337±0.0
463 票votes 1337.000 [1337.0, 1337.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
60 47 - 65
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
2.1K 票votes 1332.000 [1332.0, 1332.0] 18.00 · 不稳Volatile $1.15 / $8 262.1K
61 52 - 65
claude-haiku-4-5-20251001
Anthropic · Proprietary
1322±0.0
2.9K 票votes 1322.000 [1322.0, 1322.0] 13.00 · 不稳Volatile $1 / $5 200K
62 53 - 66
deepseek-v3.2
DeepSeek · MIT
1315±0.0
1.4K 票votes 1315.000 [1315.0, 1315.0] 13.00 · 不稳Volatile $0.23 / $0.34 131.1K
63 41 - 71
gemma-4-26b-a4b
Google · Apache 2.0
1313±0.0
157 票votes 1313.000 [1313.0, 1313.0] 30.00 · 不稳Volatile N/A N/A
64 53 - 68
gpt-5.1-codex
OpenAI · Proprietary
1310±0.0
811 票votes 1310.000 [1310.0, 1310.0] 15.00 · 不稳Volatile $1.25 / $10 400K
65 56 - 68
minimax-m2
MiniMax · Apache 2.0
1305±0.0
1.1K 票votes 1305.000 [1305.0, 1305.0] 12.00 · 不稳Volatile $0.26 / $1 204.8K
66 63 - 71
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1280±0.0
2.0K 票votes 1280.000 [1280.0, 1280.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
67 62 - 78
mistral-medium-3.5
Mistral · Modified MIT
1262±0.0
225 票votes 1262.000 [1262.0, 1262.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
68 63 - 78
mimo-v2-flash (thinking)
小米 · MIT
1261±0.0
293 票votes 1261.000 [1261.0, 1261.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
69 65 - 78
deepseek-v3.2-exp
DeepSeek · MIT
1250±0.0
633 票votes 1250.000 [1250.0, 1250.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
70 65 - 81
gpt-5.1-codex-mini
OpenAI · Proprietary
1239±0.0
204 票votes 1239.000 [1239.0, 1239.0] 16.00 · 不稳Volatile $0.25 / $2 400K
71 65 - 81
KAT-Coder-Pro-V1
快手 · Proprietary
1234±0.0
208 票votes 1234.000 [1234.0, 1234.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
72 67 - 78
gemini-3.1-flash-lite-preview
Google · Proprietary
1234±0.0
1.4K 票votes 1234.000 [1234.0, 1234.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
73 67 - 78
grok-4-1-fast-reasoning
xAI · Proprietary
1233±0.0
1.0K 票votes 1233.000 [1233.0, 1233.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
74 67 - 83
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±0.0
218 票votes 1218.000 [1218.0, 1218.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
75 67 - 83
qwen3.5-flash
阿里巴巴 · Proprietary
1215±0.0
226 票votes 1215.000 [1215.0, 1215.0] 16.00 · 不稳Volatile N/A N/A
76 67 - 83
grok-4.1-thinking
xAI · Proprietary
1193±0.0
151 票votes 1193.000 [1193.0, 1193.0] 16.00 · 不稳Volatile N/A N/A
77 67 - 83
devstral-2
Mistral · Modified MIT
1190±0.0
210 票votes 1190.000 [1190.0, 1190.0] 16.00 · 不稳Volatile N/A N/A
78 67 - 84
trinity-large-thinking
Arcee AI · Apache 2.0
1188±0.0
129 票votes 1188.000 [1188.0, 1188.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
79 72 - 83
gemini-2.5-pro
Google · Proprietary
1174±0.0
427 票votes 1174.000 [1174.0, 1174.0] 11.00 · 波动Unstable $1.25 / $10 1M
80 72 - 84
granite-4.1-8b
IBM · Apache 2.0
1156±0.0
217 票votes 1156.000 [1156.0, 1156.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
81 72 - 84
mistral-large-3
Mistral · Apache 2.0
1150±0.0
123 票votes 1150.000 [1150.0, 1150.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
82 74 - 84
grok-code-fast-1
xAI · Proprietary
1134±0.0
143 票votes 1134.000 [1134.0, 1134.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
83 74 - 84
grok-4-fast-reasoning
xAI · Proprietary
1124±0.0
136 票votes 1124.000 [1124.0, 1124.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
84 79 - 84
devstral-medium-2507
Mistral · Proprietary
1076±0.0
133 票votes 1076.000 [1076.0, 1076.0] 5.00 · 波动Unstable $0.40 / $2 128K
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