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 - 4
claude-opus-4-7-thinking
Anthropic · Proprietary
1576±0.0
1.3K 票votes 1576.000 [1576.0, 1576.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 10
claude-opus-4-7
Anthropic · Proprietary
1566±0.0
1.7K 票votes 1566.000 [1566.0, 1566.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1552±0.0
4.8K 票votes 1552.000 [1552.0, 1552.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1545±0.0
5.7K 票votes 1545.000 [1545.0, 1545.0] 4.00 · 稳定Stable $5 / $25 1M
5 5 - 23
glm-5.1
智谱 ZAI · MIT
1534±0.0
2.4K 票votes 1534.000 [1534.0, 1534.0] 5.00 · 波动Unstable $1.05 / $3.50 202.8K
6 1 - 54
kimi-k2.6
月之暗面 · Modified MIT
1529±0.0
1.2K 票votes 1529.000 [1529.0, 1529.0] 5.00 · 波动Unstable $0.75 / $3.50 262.1K
7 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1526±0.0
7.7K 票votes 1526.000 [1526.0, 1526.0] 3.00 · 稳定Stable $3 / $15 1M
8 1 - 34
muse-spark
Meta · Proprietary
1513±0.0
1.6K 票votes 1513.000 [1513.0, 1513.0] 4.00 · 稳定Stable N/A N/A
9 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±0.0
13.1K 票votes 1491.000 [1491.0, 1491.0] 1.00 · 稳定Stable $5 / $25 200K
10 3 - 57
qwen3.6-plus
阿里巴巴 · Proprietary
1471±0.0
2.8K 票votes 1471.000 [1471.0, 1471.0] 3.00 · 稳定Stable $0.33 / $1.95 1M
11 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1468±0.0
15.3K 票votes 1468.000 [1468.0, 1468.0] 3.00 · 稳定Stable $5 / $25 200K
12 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.5K 票votes 1457.000 [1457.0, 1457.0] 8.00 · 波动Unstable $2.50 / $15 1.1M
13 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1456±0.0
6.7K 票votes 1456.000 [1456.0, 1456.0] 5.00 · 波动Unstable $2 / $12 1M
14 20 - 71
glm-4.7
智谱 ZAI · MIT
1440±0.0
4.9K 票votes 1440.000 [1440.0, 1440.0] 8.00 · 波动Unstable $0.38 / $1.74 202.8K
15 1 - 18
gemini-3-pro
Google · Proprietary
1438±0.0
17.2K 票votes 1438.000 [1438.0, 1438.0] 7.00 · 波动Unstable $2 / $12 1M
16 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±0.0
1.4K 票votes 1437.000 [1437.0, 1437.0] 10.00 · 波动Unstable $2.50 / $15 1.1M
17 1 - 28
gemini-3-flash
Google · Proprietary
1437±0.0
13.3K 票votes 1437.000 [1437.0, 1437.0] 7.00 · 波动Unstable $0.50 / $3 1M
18 1 - 47
glm-5
智谱 ZAI · MIT
1436±0.0
5.6K 票votes 1436.000 [1436.0, 1436.0] 8.00 · 波动Unstable $1 / $3.20 202.8K
19 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1430±0.0
7.9K 票votes 1430.000 [1430.0, 1430.0] 7.00 · 波动Unstable $0.60 / $3 N/A
20 5 - 52
mimo-v2-pro
小米 · Proprietary
1426±0.0
3.9K 票votes 1426.000 [1426.0, 1426.0] 10.00 · 波动Unstable $1 / $3 1M
21 21 - 134
minimax-m2.7
MiniMax · Modified MIT
1417±0.0
3.7K 票votes 1417.000 [1417.0, 1417.0] 9.00 · 波动Unstable $0.30 / $1.20 196.6K
22 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1408±0.0
3.6K 票votes 1408.000 [1408.0, 1408.0] 9.00 · 波动Unstable $0.44 / $2 262.1K
23 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
3.0K 票votes 1407.000 [1407.0, 1407.0] 11.00 · 波动Unstable $1.75 / $14 400K
24 4 - 76
gpt-5.2
OpenAI · Proprietary
1404±0.0
1.5K 票votes 1404.000 [1404.0, 1404.0] 16.00 · 不稳Volatile $1.75 / $14 400K
25 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1403±0.0
4.1K 票votes 1403.000 [1403.0, 1403.0] 12.00 · 不稳Volatile $2 / $6 2M
26 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1399±0.0
2.5K 票votes 1399.000 [1399.0, 1399.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
27 27 - 46
gpt-5-medium
OpenAI · Proprietary
1393±0.0
3.8K 票votes 1393.000 [1393.0, 1393.0] 13.00 · 不稳Volatile $1.25 / $10 400K
28 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1392±0.0
9.3K 票votes 1392.000 [1392.0, 1392.0] 13.00 · 不稳Volatile $0.29 / $0.95 196.6K
29 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1391±0.0
6.1K 票votes 1391.000 [1391.0, 1391.0] 13.00 · 不稳Volatile $1.25 / $10 400K
30 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
6.6K 票votes 1389.000 [1389.0, 1389.0] 12.00 · 不稳Volatile $0.39 / $2.34 262.1K
31 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1389±0.0
13.3K 票votes 1389.000 [1389.0, 1389.0] 12.00 · 不稳Volatile $0.50 / $3 1M
32 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
15.7K 票votes 1388.000 [1388.0, 1388.0] 11.00 · 波动Unstable $3 / $15 200K
33 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
18.4K 票votes 1386.000 [1386.0, 1386.0] 10.00 · 波动Unstable $3 / $15 200K
34 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1385±0.0
8.6K 票votes 1385.000 [1385.0, 1385.0] 11.00 · 波动Unstable $15 / $75 200K
35 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1384±0.0
7.8K 票votes 1384.000 [1384.0, 1384.0] 11.00 · 波动Unstable $0.15 / $1.20 196.6K
36 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1368±0.0
7.9K 票votes 1368.000 [1368.0, 1368.0] 3.00 · 稳定Stable $0.25 / $0.38 131.1K
37 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1363±0.0
5.4K 票votes 1363.000 [1363.0, 1363.0] 3.00 · 稳定Stable $0.26 / $2.08 262.1K
38 9 - 98
glm-4.6
智谱 ZAI · MIT
1354±0.0
8.3K 票votes 1354.000 [1354.0, 1354.0] 4.00 · 稳定Stable $0.39 / $1.90 204.8K
39 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1346±0.0
5.0K 票votes 1346.000 [1346.0, 1346.0] 7.00 · 波动Unstable $0.20 / $1.56 262.1K
40 4 - 68
gpt-5.1
OpenAI · Proprietary
1339±0.0
12.9K 票votes 1339.000 [1339.0, 1339.0] 7.00 · 波动Unstable $1.25 / $10 400K
41 51 - 124
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 $0.09 / $0.29 262.1K
42 46 - 52
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
43 40 - 87
deepseek-v3.2
DeepSeek · MIT
1331±0.0
10.4K 票votes 1331.000 [1331.0, 1331.0] 6.00 · 波动Unstable $0.25 / $0.38 131.1K
44 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1330±0.0
15.4K 票votes 1330.000 [1330.0, 1330.0] 5.00 · 波动Unstable $1.15 / $8 262.1K
45 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
6.2K 票votes 1329.000 [1329.0, 1329.0] 7.00 · 波动Unstable $1.25 / $10 400K
46 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1315±0.0
17.8K 票votes 1315.000 [1315.0, 1315.0] 3.00 · 稳定Stable $1 / $5 200K
47 95 - 187
minimax-m2
MiniMax · Apache 2.0
1304±0.0
8.4K 票votes 1304.000 [1304.0, 1304.0] 3.00 · 稳定Stable $0.26 / $1 196.6K
48 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1300±0.0
2.1K 票votes 1300.000 [1300.0, 1300.0] 4.00 · 稳定Stable $0.09 / $0.29 262.1K
49 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1286±0.0
4.9K 票votes 1286.000 [1286.0, 1286.0] 3.00 · 稳定Stable $0.27 / $0.41 163.8K
50 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1281±0.0
15.2K 票votes 1281.000 [1281.0, 1281.0] 2.00 · 稳定Stable $0.40 / $1.60 262.1K
51 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1258±0.0
1.9K 票votes 1258.000 [1258.0, 1258.0] 6.00 · 波动Unstable $0.21 / $0.83 256K
52 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1248±0.0
1.8K 票votes 1248.000 [1248.0, 1248.0] 6.00 · 波动Unstable $0.16 / $1.30 262.1K
53 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1239±0.0
1.4K 票votes 1239.000 [1239.0, 1239.0] 7.00 · 波动Unstable $0.25 / $2 400K
54 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1236±0.0
1.6K 票votes 1236.000 [1236.0, 1236.0] 7.00 · 波动Unstable N/A N/A
55 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1235±0.0
6.2K 票votes 1235.000 [1235.0, 1235.0] 7.00 · 波动Unstable $0.25 / $1.50 1M
56 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1234±0.0
6.9K 票votes 1234.000 [1234.0, 1234.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
57 13 - 112
mistral-large-3
Mistral · Apache 2.0
1223±0.0
1.0K 票votes 1223.000 [1223.0, 1223.0] 9.00 · 波动Unstable $0.50 / $1.50 N/A
58 1 - 37
grok-4.1-thinking
xAI · Proprietary
1208±0.0
1.2K 票votes 1208.000 [1208.0, 1208.0] 7.00 · 波动Unstable N/A N/A
59 3 - 32
gemini-2.5-pro
Google · Proprietary
1203±0.0
3.3K 票votes 1203.000 [1203.0, 1203.0] 3.00 · 稳定Stable $1.25 / $10 1M
60 59 - 61
devstral-2
Mistral · Modified MIT
1199±0.0
1.6K 票votes 1199.000 [1199.0, 1199.0] 4.00 · 稳定Stable N/A N/A
61 154 - 197
mercury-2
Inception AI · Proprietary
1165±0.0
947 票votes 1165.000 [1165.0, 1165.0] 3.00 · 稳定Stable $0.25 / $0.75 128K
62 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1149±0.0
936 票votes 1149.000 [1149.0, 1149.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
63 73 - 75
grok-code-fast-1
xAI · Proprietary
1139±0.0
984 票votes 1139.000 [1139.0, 1139.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
64 76 - 76
devstral-medium-2507
Mistral · Proprietary
1091±0.0
993 票votes 1091.000 [1091.0, 1091.0] 0.00 · 稳定Stable $0.40 / $2 128K
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