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-opus-4-7-thinking
Anthropic · Proprietary
1591±0.0
1.4K 票votes 1591.000 [1591.0, 1591.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-opus-4-7
Anthropic · Proprietary
1586±0.0
1.4K 票votes 1586.000 [1586.0, 1586.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1571±0.0
2.0K 票votes 1571.000 [1571.0, 1571.0] 4.00 · 稳定Stable $5 / $25 1M
4 3 - 7
claude-opus-4-6
Anthropic · Proprietary
1553±0.0
2.4K 票votes 1553.000 [1553.0, 1553.0] 4.00 · 稳定Stable $5 / $25 1M
5 3 - 11
glm-5.1
智谱 ZAI · MIT
1540±0.0
1.0K 票votes 1540.000 [1540.0, 1540.0] 8.00 · 波动Unstable $1.40 / $4.40 202.8K
6 4 - 11
claude-sonnet-4-6
Anthropic · Proprietary
1535±0.0
3.0K 票votes 1535.000 [1535.0, 1535.0] 7.00 · 波动Unstable $3 / $15 1M
7 5 - 12
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1517±0.0
3.6K 票votes 1517.000 [1517.0, 1517.0] 7.00 · 波动Unstable $5 / $25 200K
8 5 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1516±0.0
1.0K 票votes 1516.000 [1516.0, 1516.0] 8.00 · 波动Unstable N/A N/A
9 4 - 15
muse-spark
Meta · Proprietary
1516±0.0
481 票votes 1516.000 [1516.0, 1516.0] 11.00 · 波动Unstable N/A N/A
10 5 - 13
kimi-k2.6
月之暗面 · Modified MIT
1513±0.0
926 票votes 1513.000 [1513.0, 1513.0] 8.00 · 波动Unstable $0.95 / $4 262.1K
11 5 - 18
qwen3.6-max-preview
阿里巴巴 · Proprietary
1504±0.0
606 票votes 1504.000 [1504.0, 1504.0] 13.00 · 不稳Volatile $1.04 / $6.24 262.1K
12 7 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1491±0.0
1.1K 票votes 1491.000 [1491.0, 1491.0] 12.00 · 不稳Volatile N/A N/A
13 8 - 21
deepseek-v4-pro-thinking
DeepSeek · MIT
1482±0.0
996 票votes 1482.000 [1482.0, 1482.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
14 11 - 20
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
4.2K 票votes 1474.000 [1474.0, 1474.0] 9.00 · 波动Unstable $5 / $25 200K
15 10 - 24
mimo-v2.5-pro
小米 · MIT
1474±0.0
1.2K 票votes 1474.000 [1474.0, 1474.0] 14.00 · 不稳Volatile $1 / $3 1M
16 11 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1465±0.0
1.6K 票votes 1465.000 [1465.0, 1465.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
17 10 - 29
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1463±0.0
426 票votes 1463.000 [1463.0, 1463.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
18 12 - 28
gemini-3.1-pro-preview
Google · Proprietary
1462±0.0
2.8K 票votes 1462.000 [1462.0, 1462.0] 16.00 · 不稳Volatile $2 / $12 1M
19 11 - 32
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1454±0.0
431 票votes 1454.000 [1454.0, 1454.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
20 14 - 29
gemini-3-pro
Google · Proprietary
1452±0.0
5.1K 票votes 1452.000 [1452.0, 1452.0] 15.00 · 不稳Volatile $2 / $12 1M
21 13 - 31
glm-4.7
智谱 ZAI · MIT
1448±0.0
1.3K 票votes 1448.000 [1448.0, 1448.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
22 15 - 31
glm-5
智谱 ZAI · MIT
1446±0.0
1.7K 票votes 1446.000 [1446.0, 1446.0] 16.00 · 不稳Volatile $1 / $3.20 202.8K
23 15 - 32
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1442±0.0
1.0K 票votes 1442.000 [1442.0, 1442.0] 17.00 · 不稳Volatile N/A N/A
24 15 - 32
mimo-v2-pro
小米 · Proprietary
1442±0.0
1.9K 票votes 1442.000 [1442.0, 1442.0] 17.00 · 不稳Volatile $1 / $3 1M
25 16 - 31
kimi-k2.5-thinking
月之暗面 · Modified MIT
1439±0.0
2.8K 票votes 1439.000 [1439.0, 1439.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
26 16 - 32
gemini-3-flash
Google · Proprietary
1439±0.0
3.7K 票votes 1439.000 [1439.0, 1439.0] 16.00 · 不稳Volatile $0.50 / $3 1M
27 16 - 34
mimo-v2.5
小米 · MIT
1432±0.0
878 票votes 1432.000 [1432.0, 1432.0] 18.00 · 不稳Volatile $0.40 / $2 1M
28 18 - 36
kimi-k2.5-instant
月之暗面 · Modified MIT
1428±0.0
895 票votes 1428.000 [1428.0, 1428.0] 18.00 · 不稳Volatile $0.40 / $1.90 262.1K
29 16 - 44
gpt-5.2
OpenAI · Proprietary
1425±0.0
435 票votes 1425.000 [1425.0, 1425.0] 28.00 · 不稳Volatile $1.75 / $14 400K
30 20 - 44
gpt-5-medium
OpenAI · Proprietary
1413±0.0
1.3K 票votes 1413.000 [1413.0, 1413.0] 24.00 · 不稳Volatile $1.25 / $10 400K
31 23 - 44
gpt-5.4-mini-high
OpenAI · Proprietary
1411±0.0
1.4K 票votes 1411.000 [1411.0, 1411.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
32 20 - 45
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1410±0.0
755 票votes 1410.000 [1410.0, 1410.0] 25.00 · 不稳Volatile $1.75 / $14 400K
33 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1399±0.0
1.8K 票votes 1399.000 [1399.0, 1399.0] 19.00 · 不稳Volatile $1.25 / $10 400K
34 27 - 46
minimax-m2.7
MiniMax · Modified MIT
1399±0.0
1.6K 票votes 1399.000 [1399.0, 1399.0] 19.00 · 不稳Volatile $0.28 / $1.20 204.8K
35 28 - 47
claude-opus-4-1-20250805
Anthropic · Proprietary
1396±0.0
2.6K 票votes 1396.000 [1396.0, 1396.0] 19.00 · 不稳Volatile $15 / $75 200K
36 28 - 48
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1396±0.0
1.9K 票votes 1396.000 [1396.0, 1396.0] 20.00 · 不稳Volatile $2 / $6 2M
37 29 - 46
gemini-3-flash (thinking-minimal)
Google · Proprietary
1394±0.0
4.4K 票votes 1394.000 [1394.0, 1394.0] 17.00 · 不稳Volatile $0.50 / $3 1M
38 29 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
4.6K 票votes 1388.000 [1388.0, 1388.0] 19.00 · 不稳Volatile $3 / $15 200K
39 29 - 48
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
5.4K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $3 / $15 200K
40 29 - 50
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1386±0.0
1.1K 票votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $1.75 / $14 400K
41 29 - 50
grok-4.3
xAI · Proprietary
1385±0.0
842 票votes 1385.000 [1385.0, 1385.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
42 29 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1385±0.0
2.7K 票votes 1385.000 [1385.0, 1385.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
43 29 - 49
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
2.3K 票votes 1382.000 [1382.0, 1382.0] 20.00 · 不稳Volatile $0.29 / $0.95 204.8K
44 29 - 53
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1377±0.0
442 票votes 1377.000 [1377.0, 1377.0] 24.00 · 不稳Volatile N/A N/A
45 36 - 51
minimax-m2.5
MiniMax · Modified MIT
1370±0.0
2.0K 票votes 1370.000 [1370.0, 1370.0] 15.00 · 不稳Volatile $0.15 / $1.15 204.8K
46 37 - 51
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1369±0.0
2.2K 票votes 1369.000 [1369.0, 1369.0] 14.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 33 - 54
gemma-4-31b
Google · Apache 2.0
1363±0.0
796 票votes 1363.000 [1363.0, 1363.0] 21.00 · 不稳Volatile $0.14 / $0.40 262.1K
48 32 - 56
gemma-4-26b-a4b
Google · Apache 2.0
1361±0.0
441 票votes 1361.000 [1361.0, 1361.0] 24.00 · 不稳Volatile N/A N/A
49 41 - 53
deepseek-v3.2-thinking
DeepSeek · MIT
1357±0.0
2.2K 票votes 1357.000 [1357.0, 1357.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
50 42 - 54
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±0.0
2.1K 票votes 1354.000 [1354.0, 1354.0] 12.00 · 不稳Volatile $0.20 / $1.56 262.1K
51 44 - 56
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.6K 票votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $0.43 / $1.74 202.8K
52 46 - 57
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
2.1K 票votes 1340.000 [1340.0, 1340.0] 11.00 · 波动Unstable $1.75 / $14 400K
53 46 - 57
gpt-5.1
OpenAI · Proprietary
1340±0.0
3.9K 票votes 1340.000 [1340.0, 1340.0] 11.00 · 波动Unstable $1.25 / $10 400K
54 48 - 59
gpt-5.1-codex
OpenAI · Proprietary
1328±0.0
1.9K 票votes 1328.000 [1328.0, 1328.0] 11.00 · 波动Unstable $1.25 / $10 400K
55 50 - 59
mimo-v2-flash (non-thinking)
小米 · MIT
1326±0.0
1.8K 票votes 1326.000 [1326.0, 1326.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
56 50 - 59
deepseek-v3.2
DeepSeek · MIT
1323±0.0
3.0K 票votes 1323.000 [1323.0, 1323.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
57 52 - 59
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1320±0.0
4.5K 票votes 1320.000 [1320.0, 1320.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
58 54 - 60
claude-haiku-4-5-20251001
Anthropic · Proprietary
1311±0.0
5.9K 票votes 1311.000 [1311.0, 1311.0] 6.00 · 波动Unstable $1 / $5 200K
59 58 - 63
minimax-m2
MiniMax · Apache 2.0
1294±0.0
2.7K 票votes 1294.000 [1294.0, 1294.0] 5.00 · 波动Unstable $0.26 / $1 204.8K
60 54 - 66
mimo-v2-flash (thinking)
小米 · MIT
1289±0.0
574 票votes 1289.000 [1289.0, 1289.0] 12.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 59 - 67
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±0.0
4.5K 票votes 1272.000 [1272.0, 1272.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
62 59 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1272±0.0
1.6K 票votes 1272.000 [1272.0, 1272.0] 10.00 · 波动Unstable $0.27 / $0.41 163.8K
63 59 - 73
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1256±0.0
532 票votes 1256.000 [1256.0, 1256.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
64 61 - 72
gemini-3.1-flash-lite-preview
Google · Proprietary
1249±0.0
2.5K 票votes 1249.000 [1249.0, 1249.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
65 60 - 74
KAT-Coder-Pro-V1
快手 · Proprietary
1245±0.0
640 票votes 1245.000 [1245.0, 1245.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
66 60 - 74
qwen3.5-flash
阿里巴巴 · Proprietary
1242±0.0
438 票votes 1242.000 [1242.0, 1242.0] 14.00 · 不稳Volatile N/A N/A
67 60 - 75
trinity-large-thinking
Arcee AI · Apache 2.0
1234±0.0
359 票votes 1234.000 [1234.0, 1234.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
68 63 - 74
grok-4-1-fast-reasoning
xAI · Proprietary
1229±0.0
2.0K 票votes 1229.000 [1229.0, 1229.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
69 62 - 75
gpt-5.1-codex-mini
OpenAI · Proprietary
1229±0.0
494 票votes 1229.000 [1229.0, 1229.0] 13.00 · 不稳Volatile $0.25 / $2 400K
70 62 - 75
granite-4.1-8b
IBM · Apache 2.0
1223±0.0
406 票votes 1223.000 [1223.0, 1223.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
71 63 - 76
mistral-large-3
Mistral · Apache 2.0
1209±0.0
304 票votes 1209.000 [1209.0, 1209.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
72 63 - 76
grok-4.1-thinking
xAI · Proprietary
1206±0.0
372 票votes 1206.000 [1206.0, 1206.0] 13.00 · 不稳Volatile N/A N/A
73 64 - 77
devstral-2
Mistral · Modified MIT
1198±0.0
415 票votes 1198.000 [1198.0, 1198.0] 13.00 · 不稳Volatile N/A N/A
74 65 - 77
mercury-2
Inception AI · Proprietary
1188±0.0
278 票votes 1188.000 [1188.0, 1188.0] 12.00 · 不稳Volatile $0.25 / $0.75 128K
75 68 - 77
gemini-2.5-pro
Google · Proprietary
1186±0.0
1.1K 票votes 1186.000 [1186.0, 1186.0] 9.00 · 波动Unstable $1.25 / $10 1M
76 71 - 78
grok-4-fast-reasoning
xAI · Proprietary
1136±0.0
287 票votes 1136.000 [1136.0, 1136.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
77 73 - 78
grok-code-fast-1
xAI · Proprietary
1133±0.0
322 票votes 1133.000 [1133.0, 1133.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
78 76 - 78
devstral-medium-2507
Mistral · Proprietary
1072±0.0
313 票votes 1072.000 [1072.0, 1072.0] 2.00 · 稳定Stable $0.40 / $2 128K
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