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-opus-4-7-thinking
Anthropic · Proprietary
1567±0.0
5.3K 票votes 1567.000 [1567.0, 1567.0] 1.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-opus-4-7
Anthropic · Proprietary
1562±0.0
4.9K 票votes 1562.000 [1562.0, 1562.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 3 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±0.0
7.9K 票votes 1542.000 [1542.0, 1542.0] 3.00 · 稳定Stable $5 / $25 1M
4 2 - 8
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1541±0.0
1.5K 票votes 1541.000 [1541.0, 1541.0] 6.00 · 波动Unstable N/A N/A
5 3 - 6
claude-opus-4-6
Anthropic · Proprietary
1538±0.0
8.9K 票votes 1538.000 [1538.0, 1538.0] 3.00 · 稳定Stable $5 / $25 1M
6 3 - 9
glm-5.1
智谱 ZAI · MIT
1533±0.0
3.6K 票votes 1533.000 [1533.0, 1533.0] 6.00 · 波动Unstable $1.40 / $4.40 202.8K
7 5 - 10
claude-sonnet-4-6
Anthropic · Proprietary
1523±0.0
11.1K 票votes 1523.000 [1523.0, 1523.0] 5.00 · 波动Unstable $3 / $15 1M
8 5 - 11
kimi-k2.6
月之暗面 · Modified MIT
1518±0.0
4.0K 票votes 1518.000 [1518.0, 1518.0] 6.00 · 波动Unstable $0.95 / $4 262.1K
9 6 - 13
muse-spark
Meta · Proprietary
1508±0.0
1.6K 票votes 1508.000 [1508.0, 1508.0] 7.00 · 波动Unstable N/A N/A
10 7 - 13
gemini-3.5-flash
Google · Proprietary
1506±0.0
2.2K 票votes 1506.000 [1506.0, 1506.0] 6.00 · 波动Unstable $1.50 / $9 1M
11 8 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1505±0.0
4.1K 票votes 1505.000 [1505.0, 1505.0] 5.00 · 波动Unstable N/A N/A
12 9 - 14
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1490±0.0
13.1K 票votes 1490.000 [1490.0, 1490.0] 5.00 · 波动Unstable $5 / $25 200K
13 9 - 18
qwen3.6-max-preview
阿里巴巴 · Proprietary
1486±0.0
2.5K 票votes 1486.000 [1486.0, 1486.0] 9.00 · 波动Unstable $1.04 / $6.24 262.1K
14 12 - 18
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1479±0.0
4.3K 票votes 1479.000 [1479.0, 1479.0] 6.00 · 波动Unstable N/A N/A
15 13 - 19
mimo-v2.5-pro
小米 · MIT
1471±0.0
4.7K 票votes 1471.000 [1471.0, 1471.0] 6.00 · 波动Unstable $1 / $3 1M
16 13 - 19
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±0.0
15.3K 票votes 1467.000 [1467.0, 1467.0] 6.00 · 波动Unstable $5 / $25 200K
17 13 - 22
deepseek-v4-pro-thinking
DeepSeek · MIT
1464±0.0
4.0K 票votes 1464.000 [1464.0, 1464.0] 9.00 · 波动Unstable $0.43 / $0.87 1M
18 15 - 22
qwen3.6-plus
阿里巴巴 · Proprietary
1460±0.0
6.1K 票votes 1460.000 [1460.0, 1460.0] 7.00 · 波动Unstable $0.33 / $1.95 1M
19 13 - 28
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.5K 票votes 1457.000 [1457.0, 1457.0] 15.00 · 不稳Volatile $2.50 / $15 1.1M
20 17 - 28
gemini-3.1-pro-preview
Google · Proprietary
1448±0.0
10.3K 票votes 1448.000 [1448.0, 1448.0] 11.00 · 波动Unstable $2 / $12 1M
21 17 - 29
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1444±0.0
4.1K 票votes 1444.000 [1444.0, 1444.0] 12.00 · 不稳Volatile N/A N/A
22 19 - 29
glm-4.7
智谱 ZAI · MIT
1440±0.0
4.9K 票votes 1440.000 [1440.0, 1440.0] 10.00 · 波动Unstable $0.40 / $1.75 202.8K
23 19 - 29
mimo-v2.5
小米 · MIT
1440±0.0
3.7K 票votes 1440.000 [1440.0, 1440.0] 10.00 · 波动Unstable $0.40 / $2 1M
24 19 - 29
gemini-3-pro
Google · Proprietary
1438±0.0
17.2K 票votes 1438.000 [1438.0, 1438.0] 10.00 · 波动Unstable $2 / $12 1M
25 17 - 31
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±0.0
1.4K 票votes 1437.000 [1437.0, 1437.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
26 19 - 29
gemini-3-flash
Google · Proprietary
1437±0.0
13.3K 票votes 1437.000 [1437.0, 1437.0] 10.00 · 波动Unstable $0.50 / $3 1M
27 19 - 29
glm-5
智谱 ZAI · MIT
1436±0.0
6.6K 票votes 1436.000 [1436.0, 1436.0] 10.00 · 波动Unstable $1 / $3.20 202.8K
28 19 - 30
mimo-v2-pro
小米 · Proprietary
1434±0.0
6.8K 票votes 1434.000 [1434.0, 1434.0] 11.00 · 波动Unstable $1 / $3 1M
29 21 - 30
kimi-k2.5-thinking
月之暗面 · Modified MIT
1431±0.0
10.7K 票votes 1431.000 [1431.0, 1431.0] 9.00 · 波动Unstable $0.60 / $3 N/A
30 30 - 40
kimi-k2.5-instant
月之暗面 · Modified MIT
1408±0.0
3.6K 票votes 1408.000 [1408.0, 1408.0] 10.00 · 波动Unstable $0.40 / $1.90 262.1K
31 30 - 42
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
3.0K 票votes 1407.000 [1407.0, 1407.0] 12.00 · 不稳Volatile $1.75 / $14 400K
32 29 - 46
gpt-5.2
OpenAI · Proprietary
1404±0.0
1.5K 票votes 1404.000 [1404.0, 1404.0] 17.00 · 不稳Volatile $1.75 / $14 400K
33 30 - 42
gpt-5.4-mini-high
OpenAI · Proprietary
1402±0.0
5.5K 票votes 1402.000 [1402.0, 1402.0] 12.00 · 不稳Volatile $0.75 / $4.50 400K
34 30 - 43
minimax-m2.7
MiniMax · Modified MIT
1401±0.0
6.3K 票votes 1401.000 [1401.0, 1401.0] 13.00 · 不稳Volatile $0.28 / $1.20 204.8K
35 30 - 46
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1395±0.0
7.2K 票votes 1395.000 [1395.0, 1395.0] 16.00 · 不稳Volatile $2 / $6 2M
36 30 - 49
gpt-5-medium
OpenAI · Proprietary
1394±0.0
3.8K 票votes 1394.000 [1394.0, 1394.0] 19.00 · 不稳Volatile $1.25 / $10 400K
37 30 - 47
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1393±0.0
9.7K 票votes 1393.000 [1393.0, 1393.0] 17.00 · 不稳Volatile $0.39 / $2.34 262.1K
38 30 - 48
minimax-m2.1-preview
MiniMax · MIT
1392±0.0
9.3K 票votes 1392.000 [1392.0, 1392.0] 18.00 · 不稳Volatile $0.29 / $0.95 204.8K
39 30 - 49
gpt-5.1-medium
OpenAI · Proprietary
1391±0.0
6.1K 票votes 1391.000 [1391.0, 1391.0] 19.00 · 不稳Volatile $1.25 / $10 400K
40 27 - 54
gpt-5.4
OpenAI · Proprietary
1388±0.0
239 票votes 1388.000 [1388.0, 1388.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
41 31 - 49
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
15.7K 票votes 1388.000 [1388.0, 1388.0] 18.00 · 不稳Volatile $3 / $15 200K
42 33 - 49
gemini-3-flash (thinking-minimal)
Google · Proprietary
1387±0.0
16.4K 票votes 1387.000 [1387.0, 1387.0] 16.00 · 不稳Volatile $0.50 / $3 1M
43 34 - 49
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
18.4K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $3 / $15 200K
44 31 - 49
claude-opus-4-1-20250805
Anthropic · Proprietary
1386±0.0
8.6K 票votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $15 / $75 200K
45 34 - 51
minimax-m2.5
MiniMax · Modified MIT
1382±0.0
7.8K 票votes 1382.000 [1382.0, 1382.0] 17.00 · 不稳Volatile $0.15 / $1.15 204.8K
46 34 - 52
gemma-4-31b
Google · Apache 2.0
1380±0.0
3.4K 票votes 1380.000 [1380.0, 1380.0] 18.00 · 不稳Volatile $0.14 / $0.40 262.1K
47 36 - 52
grok-4.3
xAI · Proprietary
1377±0.0
3.5K 票votes 1377.000 [1377.0, 1377.0] 16.00 · 不稳Volatile $1.25 / $2.50 1M
48 37 - 54
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1373±0.0
3.5K 票votes 1373.000 [1373.0, 1373.0] 17.00 · 不稳Volatile $1.75 / $14 400K
49 44 - 54
deepseek-v3.2-thinking
DeepSeek · MIT
1368±0.0
7.9K 票votes 1368.000 [1368.0, 1368.0] 10.00 · 波动Unstable $0.25 / $0.38 131.1K
50 38 - 54
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±0.0
1.3K 票votes 1365.000 [1365.0, 1365.0] 16.00 · 不稳Volatile N/A N/A
51 45 - 54
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1365±0.0
8.1K 票votes 1365.000 [1365.0, 1365.0] 9.00 · 波动Unstable $0.26 / $2.08 262.1K
52 44 - 56
gemma-4-26b-a4b
Google · Apache 2.0
1360±0.0
1.5K 票votes 1360.000 [1360.0, 1360.0] 12.00 · 不稳Volatile N/A N/A
53 47 - 54
qwen3.5-27b
阿里巴巴 · Apache 2.0
1358±0.0
7.7K 票votes 1358.000 [1358.0, 1358.0] 7.00 · 波动Unstable $0.20 / $1.56 262.1K
54 47 - 55
glm-4.6
智谱 ZAI · MIT
1355±0.0
8.3K 票votes 1355.000 [1355.0, 1355.0] 8.00 · 波动Unstable $0.43 / $1.74 202.8K
55 53 - 60
gpt-5.1
OpenAI · Proprietary
1340±0.0
12.9K 票votes 1340.000 [1340.0, 1340.0] 7.00 · 波动Unstable $1.25 / $10 400K
56 54 - 60
mimo-v2-flash (non-thinking)
小米 · MIT
1337±0.0
6.7K 票votes 1337.000 [1337.0, 1337.0] 6.00 · 波动Unstable $0.10 / $0.30 262.1K
57 55 - 61
gpt-5.2-codex
OpenAI · Proprietary
1335±0.0
7.8K 票votes 1335.000 [1335.0, 1335.0] 6.00 · 波动Unstable $1.75 / $14 400K
58 55 - 61
deepseek-v3.2
DeepSeek · MIT
1332±0.0
10.5K 票votes 1332.000 [1332.0, 1332.0] 6.00 · 波动Unstable $0.25 / $0.38 131.1K
59 55 - 61
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1329±0.0
15.3K 票votes 1329.000 [1329.0, 1329.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
60 55 - 61
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
6.2K 票votes 1329.000 [1329.0, 1329.0] 6.00 · 波动Unstable $1.25 / $10 400K
61 57 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1322±0.0
20.6K 票votes 1322.000 [1322.0, 1322.0] 4.00 · 稳定Stable $1 / $5 200K
62 62 - 64
minimax-m2
MiniMax · Apache 2.0
1305±0.0
8.4K 票votes 1305.000 [1305.0, 1305.0] 2.00 · 稳定Stable $0.26 / $1 204.8K
63 62 - 65
mimo-v2-flash (thinking)
小米 · MIT
1300±0.0
2.1K 票votes 1300.000 [1300.0, 1300.0] 3.00 · 稳定Stable $0.10 / $0.30 262.1K
64 62 - 65
deepseek-v3.2-exp
DeepSeek · MIT
1287±0.0
4.9K 票votes 1287.000 [1287.0, 1287.0] 3.00 · 稳定Stable $0.27 / $0.41 163.8K
65 63 - 65
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
15.2K 票votes 1282.000 [1282.0, 1282.0] 2.00 · 稳定Stable $0.40 / $1.60 262.1K
66 66 - 73
KAT-Coder-Pro-V1
快手 · Proprietary
1259±0.0
1.9K 票votes 1259.000 [1259.0, 1259.0] 7.00 · 波动Unstable $0.21 / $0.83 256K
67 66 - 73
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1249±0.0
1.8K 票votes 1249.000 [1249.0, 1249.0] 7.00 · 波动Unstable $0.14 / $1 262.1K
68 66 - 73
gemini-3.1-flash-lite-preview
Google · Proprietary
1248±0.0
9.3K 票votes 1248.000 [1248.0, 1248.0] 7.00 · 波动Unstable $0.25 / $1.50 1M
69 66 - 74
trinity-large-thinking
Arcee AI · Apache 2.0
1245±0.0
1.3K 票votes 1245.000 [1245.0, 1245.0] 8.00 · 波动Unstable $0.22 / $0.85 262.1K
70 66 - 74
gpt-5.1-codex-mini
OpenAI · Proprietary
1240±0.0
1.4K 票votes 1240.000 [1240.0, 1240.0] 8.00 · 波动Unstable $0.25 / $2 400K
71 66 - 74
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
1.6K 票votes 1237.000 [1237.0, 1237.0] 8.00 · 波动Unstable N/A N/A
72 66 - 74
grok-4-1-fast-reasoning
xAI · Proprietary
1234±0.0
6.9K 票votes 1234.000 [1234.0, 1234.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
73 66 - 77
mistral-large-3
Mistral · Apache 2.0
1223±0.0
1.0K 票votes 1223.000 [1223.0, 1223.0] 11.00 · 波动Unstable $0.50 / $1.50 N/A
74 69 - 77
grok-4.1-thinking
xAI · Proprietary
1209±0.0
1.2K 票votes 1209.000 [1209.0, 1209.0] 8.00 · 波动Unstable N/A N/A
75 73 - 77
gemini-2.5-pro
Google · Proprietary
1204±0.0
3.3K 票votes 1204.000 [1204.0, 1204.0] 4.00 · 稳定Stable $1.25 / $10 1M
76 73 - 78
granite-4.1-8b
IBM · Apache 2.0
1202±0.0
1.7K 票votes 1202.000 [1202.0, 1202.0] 5.00 · 波动Unstable $0.05 / $0.10 131.1K
77 73 - 78
devstral-2
Mistral · Modified MIT
1199±0.0
1.6K 票votes 1199.000 [1199.0, 1199.0] 5.00 · 波动Unstable N/A N/A
78 76 - 80
mercury-2
Inception AI · Proprietary
1165±0.0
946 票votes 1165.000 [1165.0, 1165.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
79 78 - 80
grok-4-fast-reasoning
xAI · Proprietary
1150±0.0
933 票votes 1150.000 [1150.0, 1150.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
80 78 - 80
grok-code-fast-1
xAI · Proprietary
1140±0.0
982 票votes 1140.000 [1140.0, 1140.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
81 81 - 81
devstral-medium-2507
Mistral · Proprietary
1091±0.0
992 票votes 1091.000 [1091.0, 1091.0] 0.00 · 稳定Stable $0.40 / $2 128K
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