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 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1543±0.0
903 票votes 1543.000 [1543.0, 1543.0] 7.00 · 波动Unstable $5 / $25 1M
🥈 1 - 13
claude-opus-4-6
Anthropic · Proprietary
1524±0.0
1.4K 票votes 1524.000 [1524.0, 1524.0] 12.00 · 不稳Volatile $5 / $25 1M
🥉 1 - 15
claude-opus-4-7
Anthropic · Proprietary
1522±0.0
798 票votes 1522.000 [1522.0, 1522.0] 14.00 · 不稳Volatile $5 / $25 1M
4 1 - 13
claude-opus-4-6-thinking
Anthropic · Proprietary
1521±0.0
1.2K 票votes 1521.000 [1521.0, 1521.0] 12.00 · 不稳Volatile $5 / $25 1M
5 1 - 17
glm-5.1
智谱 ZAI · MIT
1516±0.0
453 票votes 1516.000 [1516.0, 1516.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 18
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1515±0.0
323 票votes 1515.000 [1515.0, 1515.0] 17.00 · 不稳Volatile $1.25 / $3.75 1M
7 1 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1511±0.0
1.5K 票votes 1511.000 [1511.0, 1511.0] 15.00 · 不稳Volatile $3 / $15 1M
8 1 - 22
minimax-m3
MiniMax · Proprietary
1499±0.0
260 票votes 1499.000 [1499.0, 1499.0] 21.00 · 不稳Volatile $0.60 / $2.40 N/A
9 2 - 19
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
1.7K 票votes 1492.000 [1492.0, 1492.0] 17.00 · 不稳Volatile $5 / $25 200K
10 2 - 20
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1491±0.0
711 票votes 1491.000 [1491.0, 1491.0] 18.00 · 不稳Volatile N/A N/A
11 2 - 22
kimi-k2.6
月之暗面 · Modified MIT
1485±0.0
580 票votes 1485.000 [1485.0, 1485.0] 20.00 · 不稳Volatile $0.95 / $4 262.1K
12 2 - 25
gemini-3.5-flash
Google · Proprietary
1484±0.0
356 票votes 1484.000 [1484.0, 1484.0] 23.00 · 不稳Volatile $1.50 / $9 1M
13 4 - 23
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1480±0.0
726 票votes 1480.000 [1480.0, 1480.0] 19.00 · 不稳Volatile N/A N/A
14 2 - 34
muse-spark
Meta · Proprietary
1466±0.0
192 票votes 1466.000 [1466.0, 1466.0] 32.00 · 不稳Volatile N/A N/A
15 7 - 28
deepseek-v4-pro-thinking
DeepSeek · MIT
1462±0.0
637 票votes 1462.000 [1462.0, 1462.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
16 6 - 31
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
17 8 - 29
mimo-v2.5-pro
小米 · MIT
1458±0.0
760 票votes 1458.000 [1458.0, 1458.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
18 4 - 36
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
19 9 - 30
qwen3.6-plus
阿里巴巴 · Proprietary
1454±0.0
945 票votes 1454.000 [1454.0, 1454.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
20 5 - 42
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1447±0.0
154 票votes 1447.000 [1447.0, 1447.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
21 12 - 31
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.0K 票votes 1444.000 [1444.0, 1444.0] 19.00 · 不稳Volatile $5 / $25 200K
22 10 - 34
glm-5
智谱 ZAI · MIT
1442±0.0
842 票votes 1442.000 [1442.0, 1442.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
23 10 - 40
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
24 13 - 37
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1432±0.0
714 票votes 1432.000 [1432.0, 1432.0] 24.00 · 不稳Volatile N/A N/A
25 13 - 38
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
26 14 - 39
mimo-v2.5
小米 · MIT
1426±0.0
646 票votes 1426.000 [1426.0, 1426.0] 25.00 · 不稳Volatile $0.14 / $0.28 1M
27 14 - 39
mimo-v2-pro
小米 · Proprietary
1426±0.0
856 票votes 1426.000 [1426.0, 1426.0] 25.00 · 不稳Volatile $1 / $3 1M
28 14 - 37
gemini-3.1-pro-preview
Google · Proprietary
1425±0.0
1.5K 票votes 1425.000 [1425.0, 1425.0] 23.00 · 不稳Volatile $2 / $12 1M
29 15 - 40
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 / $1.15 204.8K
30 17 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1418±0.0
1.5K 票votes 1418.000 [1418.0, 1418.0] 23.00 · 不稳Volatile $0.60 / $3 N/A
31 19 - 42
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K 票votes 1412.000 [1412.0, 1412.0] 23.00 · 不稳Volatile $2 / $12 1M
32 19 - 44
gemini-3-flash
Google · Proprietary
1409±0.0
1.8K 票votes 1409.000 [1409.0, 1409.0] 25.00 · 不稳Volatile $0.50 / $3 1M
33 21 - 46
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
34 22 - 49
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±0.0
1.4K 票votes 1394.000 [1394.0, 1394.0] 27.00 · 不稳Volatile $0.39 / $2.34 262.1K
35 21 - 56
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±0.0
444 票votes 1390.000 [1390.0, 1390.0] 35.00 · 不稳Volatile $1.75 / $14 400K
36 24 - 51
minimax-m2.7
MiniMax · Modified MIT
1389±0.0
914 票votes 1389.000 [1389.0, 1389.0] 27.00 · 不稳Volatile $0.28 / $1.20 204.8K
37 16 - 58
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1389±0.0
174 票votes 1389.000 [1389.0, 1389.0] 42.00 · 不稳Volatile N/A N/A
38 30 - 50
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
39 26 - 56
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
40 25 - 57
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
41 19 - 58
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
42 32 - 52
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1381±0.0
2.1K 票votes 1381.000 [1381.0, 1381.0] 20.00 · 不稳Volatile $3 / $15 200K
43 30 - 56
gpt-5.4-mini-high
OpenAI · Proprietary
1379±0.0
833 票votes 1379.000 [1379.0, 1379.0] 26.00 · 不稳Volatile $0.75 / $4.50 400K
44 32 - 56
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
45 33 - 56
gemini-3-flash (thinking-minimal)
Google · Proprietary
1372±0.0
2.3K 票votes 1372.000 [1372.0, 1372.0] 23.00 · 不稳Volatile $0.50 / $3 1M
46 34 - 58
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
47 34 - 58
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1361±0.0
1.1K 票votes 1361.000 [1361.0, 1361.0] 24.00 · 不稳Volatile $2 / $6 2M
48 34 - 58
claude-opus-4-1-20250805
Anthropic · Proprietary
1359±0.0
1.1K 票votes 1359.000 [1359.0, 1359.0] 24.00 · 不稳Volatile $15 / $75 200K
49 33 - 61
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
50 36 - 61
qwen3.5-27b
阿里巴巴 · Apache 2.0
1351±0.0
964 票votes 1351.000 [1351.0, 1351.0] 25.00 · 不稳Volatile $0.20 / $1.56 262.1K
51 35 - 61
grok-4.3
xAI · Proprietary
1351±0.0
644 票votes 1351.000 [1351.0, 1351.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
52 38 - 62
glm-4.6
智谱 ZAI · MIT
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 24.00 · 不稳Volatile $0.43 / $1.74 202.8K
53 38 - 62
gpt-5.2-codex
OpenAI · Proprietary
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 24.00 · 不稳Volatile $1.75 / $14 400K
54 43 - 61
gpt-5.1
OpenAI · Proprietary
1341±0.0
1.8K 票votes 1341.000 [1341.0, 1341.0] 18.00 · 不稳Volatile $1.25 / $10 400K
55 38 - 63
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
937 票votes 1341.000 [1341.0, 1341.0] 25.00 · 不稳Volatile $0.10 / $0.30 262.1K
56 37 - 63
gemma-4-31b
Google · Apache 2.0
1339±0.0
437 票votes 1339.000 [1339.0, 1339.0] 26.00 · 不稳Volatile $0.14 / $0.40 262.1K
57 44 - 63
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
2.1K 票votes 1332.000 [1332.0, 1332.0] 19.00 · 不稳Volatile $1.15 / $8 262.1K
58 49 - 63
claude-haiku-4-5-20251001
Anthropic · Proprietary
1321±0.0
2.8K 票votes 1321.000 [1321.0, 1321.0] 14.00 · 不稳Volatile $1 / $5 200K
59 49 - 63
deepseek-v3.2
DeepSeek · MIT
1315±0.0
1.4K 票votes 1315.000 [1315.0, 1315.0] 14.00 · 不稳Volatile $0.23 / $0.34 131.1K
60 38 - 68
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
61 49 - 65
gpt-5.1-codex
OpenAI · Proprietary
1310±0.0
811 票votes 1310.000 [1310.0, 1310.0] 16.00 · 不稳Volatile $1.25 / $10 400K
62 53 - 65
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
63 60 - 68
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
64 55 - 75
mistral-medium-3.5
Mistral · Modified MIT
1273±0.0
175 票votes 1273.000 [1273.0, 1273.0] 20.00 · 不稳Volatile $1.50 / $7.50 262.1K
65 60 - 75
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
66 62 - 75
deepseek-v3.2-exp
DeepSeek · MIT
1249±0.0
631 票votes 1249.000 [1249.0, 1249.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
67 62 - 78
gpt-5.1-codex-mini
OpenAI · Proprietary
1238±0.0
204 票votes 1238.000 [1238.0, 1238.0] 16.00 · 不稳Volatile $0.25 / $2 400K
68 64 - 75
gemini-3.1-flash-lite-preview
Google · Proprietary
1237±0.0
1.3K 票votes 1237.000 [1237.0, 1237.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
69 62 - 78
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
70 64 - 75
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
71 64 - 80
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
72 64 - 80
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
73 64 - 80
grok-4.1-thinking
xAI · Proprietary
1192±0.0
151 票votes 1192.000 [1192.0, 1192.0] 16.00 · 不稳Volatile N/A N/A
74 64 - 80
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
75 64 - 81
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
76 69 - 80
gemini-2.5-pro
Google · Proprietary
1173±0.0
425 票votes 1173.000 [1173.0, 1173.0] 11.00 · 波动Unstable $1.25 / $10 1M
77 69 - 81
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
78 69 - 81
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
79 71 - 81
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
80 71 - 81
grok-4-fast-reasoning
xAI · Proprietary
1123±0.0
136 票votes 1123.000 [1123.0, 1123.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
81 76 - 81
devstral-medium-2507
Mistral · Proprietary
1075±0.0
133 票votes 1075.000 [1075.0, 1075.0] 5.00 · 波动Unstable $0.40 / $2 128K
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