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
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1631±0.0
1.5K 票votes 1631.000 [1631.0, 1631.0] 1.00 · 稳定Stable N/A N/A
🥈 1 - 2
claude-fable-5
Anthropic · Proprietary
1630±0.0
2.2K 票votes 1630.000 [1630.0, 1630.0] 1.00 · 稳定Stable $10 / $50 1M
🥉 3 - 4
glm-5.2 (max)
智谱 ZAI · MIT
1581±0.0
4.4K 票votes 1581.000 [1581.0, 1581.0] 1.00 · 稳定Stable $1.40 / $4.40 1M
4 4 - 9
claude-opus-4-8-thinking
Anthropic · Proprietary
1559±0.0
6.9K 票votes 1559.000 [1559.0, 1559.0] 5.00 · 波动Unstable $5 / $25 1M
5 4 - 9
claude-opus-4-7-thinking
Anthropic · Proprietary
1557±0.0
10.1K 票votes 1557.000 [1557.0, 1557.0] 5.00 · 波动Unstable $5 / $25 1M
6 3 - 12
grok-4.5
SpaceXAI · Proprietary
1557±0.0
1.8K 票votes 1557.000 [1557.0, 1557.0] 9.00 · 波动Unstable $2 / $6 500K
7 4 - 10
claude-opus-4-7
Anthropic · Proprietary
1555±0.0
9.6K 票votes 1555.000 [1555.0, 1555.0] 6.00 · 波动Unstable $5 / $25 1M
8 4 - 14
claude-sonnet-5-high
Anthropic · Proprietary
1546±0.0
2.6K 票votes 1546.000 [1546.0, 1546.0] 10.00 · 波动Unstable $2 / $10 1M
9 6 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±0.0
12.5K 票votes 1542.000 [1542.0, 1542.0] 8.00 · 波动Unstable $5 / $25 1M
10 4 - 16
muse-spark-1.1
Meta · Proprietary
1536±0.0
1.7K 票votes 1536.000 [1536.0, 1536.0] 12.00 · 不稳Volatile $1.25 / $4.25 N/A
11 7 - 16
seed-2.1-pro-preview
字节跳动 · Proprietary
1536±0.0
3.6K 票votes 1536.000 [1536.0, 1536.0] 9.00 · 波动Unstable N/A N/A
12 8 - 14
claude-opus-4-6
Anthropic · Proprietary
1535±0.0
13.7K 票votes 1535.000 [1535.0, 1535.0] 6.00 · 波动Unstable $5 / $25 1M
13 7 - 16
claude-opus-4-8
Anthropic · Proprietary
1534±0.0
5.6K 票votes 1534.000 [1534.0, 1534.0] 9.00 · 波动Unstable $5 / $25 1M
14 8 - 17
glm-5.1
智谱 ZAI · MIT
1527±0.0
5.5K 票votes 1527.000 [1527.0, 1527.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
15 11 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1521±0.0
15.9K 票votes 1521.000 [1521.0, 1521.0] 6.00 · 波动Unstable $3 / $15 1M
16 11 - 17
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1518±0.0
6.1K 票votes 1518.000 [1518.0, 1518.0] 6.00 · 波动Unstable $1.25 / $3.75 1M
17 14 - 19
kimi-k2.6
月之暗面 · Modified MIT
1513±0.0
9.0K 票votes 1513.000 [1513.0, 1513.0] 5.00 · 波动Unstable $0.95 / $4 262.1K
18 17 - 21
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1502±0.0
8.8K 票votes 1502.000 [1502.0, 1502.0] 4.00 · 稳定Stable N/A N/A
19 17 - 22
gemini-3.5-flash-medium
Google · Proprietary
1497±0.0
5.3K 票votes 1497.000 [1497.0, 1497.0] 5.00 · 波动Unstable $1.50 / $9 1M
20 18 - 23
minimax-m3
MiniMax · MiniMax Community License
1495±0.0
5.8K 票votes 1495.000 [1495.0, 1495.0] 5.00 · 波动Unstable $0.60 / $2.40 N/A
21 18 - 23
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
22 20 - 26
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1481±0.0
10.7K 票votes 1481.000 [1481.0, 1481.0] 6.00 · 波动Unstable N/A N/A
23 19 - 27
qwen3.6-max-preview
阿里巴巴 · Proprietary
1480±0.0
2.5K 票votes 1480.000 [1480.0, 1480.0] 8.00 · 波动Unstable $1.04 / $6.24 262.1K
24 22 - 27
mimo-v2.5-pro
小米 · MIT
1475±0.0
9.1K 票votes 1475.000 [1475.0, 1475.0] 5.00 · 波动Unstable $0.43 / $0.87 1M
25 22 - 29
kimi-k2.7-code
月之暗面 · Modified MIT
1471±0.0
4.3K 票votes 1471.000 [1471.0, 1471.0] 7.00 · 波动Unstable $0.72 / $3.49 262.1K
26 23 - 29
claude-opus-4-5-20251101
Anthropic · Proprietary
1466±0.0
15.3K 票votes 1466.000 [1466.0, 1466.0] 6.00 · 波动Unstable $5 / $25 200K
27 25 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1458±0.0
8.6K 票votes 1458.000 [1458.0, 1458.0] 7.00 · 波动Unstable $0.43 / $0.87 1M
28 25 - 32
qwen3.6-plus
阿里巴巴 · Proprietary
1458±0.0
11.6K 票votes 1458.000 [1458.0, 1458.0] 7.00 · 波动Unstable $0.33 / $1.95 1M
29 22 - 36
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.5K 票votes 1457.000 [1457.0, 1457.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
30 27 - 36
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1450±0.0
8.9K 票votes 1450.000 [1450.0, 1450.0] 9.00 · 波动Unstable N/A N/A
31 27 - 38
deepseek-v4-pro
DeepSeek · MIT
1446±0.0
9.3K 票votes 1446.000 [1446.0, 1446.0] 11.00 · 波动Unstable $0.43 / $0.87 1M
32 29 - 37
gemini-3.1-pro-preview
Google · Proprietary
1445±0.0
16.9K 票votes 1445.000 [1445.0, 1445.0] 8.00 · 波动Unstable $2 / $12 1M
33 29 - 40
glm-4.7
智谱 ZAI · MIT
1440±0.0
4.9K 票votes 1440.000 [1440.0, 1440.0] 11.00 · 波动Unstable $0.40 / $1.75 202.8K
34 29 - 40
gemini-3-pro
Google · Proprietary
1439±0.0
17.2K 票votes 1439.000 [1439.0, 1439.0] 11.00 · 波动Unstable $2 / $12 1M
35 27 - 42
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±0.0
1.4K 票votes 1437.000 [1437.0, 1437.0] 15.00 · 不稳Volatile $2.50 / $15 1.1M
36 29 - 40
gemini-3-flash
Google · Proprietary
1437±0.0
13.3K 票votes 1437.000 [1437.0, 1437.0] 11.00 · 波动Unstable $0.50 / $3 1M
37 32 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1433±0.0
14.8K 票votes 1433.000 [1433.0, 1433.0] 8.00 · 波动Unstable $0.60 / $3 N/A
38 31 - 41
mimo-v2-pro
小米 · Proprietary
1431±0.0
6.9K 票votes 1431.000 [1431.0, 1431.0] 10.00 · 波动Unstable $1 / $3 1M
39 33 - 41
glm-5
智谱 ZAI · MIT
1430±0.0
7.5K 票votes 1430.000 [1430.0, 1430.0] 8.00 · 波动Unstable $1 / $3.20 202.8K
40 33 - 41
mimo-v2.5
小米 · MIT
1430±0.0
8.2K 票votes 1430.000 [1430.0, 1430.0] 8.00 · 波动Unstable $0.10 / $0.28 1M
41 41 - 51
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 $0.38 / $2.02 262.1K
42 41 - 53
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
43 40 - 57
gpt-5.2
OpenAI · Proprietary
1405±0.0
1.5K 票votes 1405.000 [1405.0, 1405.0] 17.00 · 不稳Volatile $1.75 / $14 400K
44 37 - 58
glm-5v-turbo
智谱 ZAI · Proprietary
1404±0.0
715 票votes 1404.000 [1404.0, 1404.0] 21.00 · 不稳Volatile $1.20 / $4 202.8K
45 41 - 55
gpt-5.4-mini-high
OpenAI · Proprietary
1398±0.0
9.8K 票votes 1398.000 [1398.0, 1398.0] 14.00 · 不稳Volatile $0.75 / $4.50 400K
46 41 - 55
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±0.0
14.2K 票votes 1397.000 [1397.0, 1397.0] 14.00 · 不稳Volatile $0.39 / $2.45 256K
47 41 - 57
minimax-m2.7
MiniMax · Modified MIT
1395±0.0
10.3K 票votes 1395.000 [1395.0, 1395.0] 16.00 · 不稳Volatile $0.24 / $0.96 204.8K
48 41 - 58
gpt-5-medium
OpenAI · Proprietary
1395±0.0
3.8K 票votes 1395.000 [1395.0, 1395.0] 17.00 · 不稳Volatile $1.25 / $10 400K
49 41 - 57
minimax-m2.1-preview
MiniMax · MIT
1392±0.0
9.3K 票votes 1392.000 [1392.0, 1392.0] 16.00 · 不稳Volatile $0.30 / $1.20 204.8K
50 41 - 63
gpt-5.4
OpenAI · Proprietary
1391±0.0
833 票votes 1391.000 [1391.0, 1391.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
51 41 - 58
gpt-5.1-medium
OpenAI · Proprietary
1391±0.0
6.1K 票votes 1391.000 [1391.0, 1391.0] 17.00 · 不稳Volatile $1.25 / $10 400K
52 42 - 58
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
15.8K 票votes 1388.000 [1388.0, 1388.0] 16.00 · 不稳Volatile $3 / $15 200K
53 43 - 57
gemini-3-flash (thinking-minimal)
Google · Proprietary
1387±0.0
21.1K 票votes 1387.000 [1387.0, 1387.0] 14.00 · 不稳Volatile $0.50 / $3 1M
54 43 - 58
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
55 42 - 60
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
56 45 - 61
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1383±0.0
12.8K 票votes 1383.000 [1383.0, 1383.0] 16.00 · 不稳Volatile $2 / $6 2M
57 45 - 62
minimax-m2.5
MiniMax · Modified MIT
1382±0.0
7.9K 票votes 1382.000 [1382.0, 1382.0] 17.00 · 不稳Volatile $0.15 / $0.90 204.8K
58 49 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1371±0.0
3.6K 票votes 1371.000 [1371.0, 1371.0] 18.00 · 不稳Volatile $1.75 / $14 400K
59 54 - 67
gemma-4-31b
Google · Apache 2.0
1369±0.0
6.2K 票votes 1369.000 [1369.0, 1369.0] 13.00 · 不稳Volatile $0.14 / $0.40 262.1K
60 56 - 67
deepseek-v3.2-thinking
DeepSeek · MIT
1368±0.0
7.9K 票votes 1368.000 [1368.0, 1368.0] 11.00 · 波动Unstable $0.21 / $0.32 131.1K
61 57 - 67
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1364±0.0
8.2K 票votes 1364.000 [1364.0, 1364.0] 10.00 · 波动Unstable $0.26 / $2.08 262.1K
62 58 - 67
grok-4.3
SpaceXAI · Proprietary
1362±0.0
8.0K 票votes 1362.000 [1362.0, 1362.0] 9.00 · 波动Unstable $1.25 / $2.50 1M
63 55 - 69
gemma-4-26b-a4b
Google · Apache 2.0
1361±0.0
1.5K 票votes 1361.000 [1361.0, 1361.0] 14.00 · 不稳Volatile N/A N/A
64 54 - 69
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1361±0.0
1.4K 票votes 1361.000 [1361.0, 1361.0] 15.00 · 不稳Volatile N/A N/A
65 58 - 67
laguna-m.1
Poolside · Apache 2.0
1358±0.0
3.6K 票votes 1358.000 [1358.0, 1358.0] 9.00 · 波动Unstable $0.20 / $0.40 262.1K
66 58 - 67
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±0.0
7.7K 票votes 1357.000 [1357.0, 1357.0] 9.00 · 波动Unstable $0.20 / $1.56 262.1K
67 58 - 68
glm-4.6
智谱 ZAI · MIT
1356±0.0
8.3K 票votes 1356.000 [1356.0, 1356.0] 10.00 · 波动Unstable $0.43 / $1.75 200K
68 65 - 73
gpt-5.1
OpenAI · Proprietary
1340±0.0
12.9K 票votes 1340.000 [1340.0, 1340.0] 8.00 · 波动Unstable $1.25 / $10 400K
69 66 - 74
mimo-v2-flash (non-thinking)
小米 · MIT
1337±0.0
6.7K 票votes 1337.000 [1337.0, 1337.0] 8.00 · 波动Unstable $0.10 / $0.30 262.1K
70 68 - 74
gpt-5.2-codex
OpenAI · Proprietary
1334±0.0
7.8K 票votes 1334.000 [1334.0, 1334.0] 6.00 · 波动Unstable $1.75 / $14 400K
71 68 - 74
deepseek-v3.2
DeepSeek · MIT
1332±0.0
10.5K 票votes 1332.000 [1332.0, 1332.0] 6.00 · 波动Unstable $0.21 / $0.32 131.1K
72 68 - 74
gpt-5.1-codex
OpenAI · Proprietary
1330±0.0
6.2K 票votes 1330.000 [1330.0, 1330.0] 6.00 · 波动Unstable $1.25 / $10 400K
73 68 - 74
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1330±0.0
15.4K 票votes 1330.000 [1330.0, 1330.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
74 69 - 74
claude-haiku-4-5-20251001
Anthropic · Proprietary
1327±0.0
25.6K 票votes 1327.000 [1327.0, 1327.0] 5.00 · 波动Unstable $1 / $5 200K
75 75 - 78
minimax-m2
MiniMax · Apache 2.0
1305±0.0
8.4K 票votes 1305.000 [1305.0, 1305.0] 3.00 · 稳定Stable $0.26 / $1.02 204.8K
76 75 - 78
laguna-xs.2
Poolside · Apache 2.0
1303±0.0
3.9K 票votes 1303.000 [1303.0, 1303.0] 3.00 · 稳定Stable $0.10 / $0.20 262.1K
77 75 - 79
mimo-v2-flash (thinking)
小米 · MIT
1301±0.0
2.1K 票votes 1301.000 [1301.0, 1301.0] 4.00 · 稳定Stable $0.10 / $0.30 262.1K
78 75 - 80
deepseek-v3.2-exp
DeepSeek · MIT
1288±0.0
4.9K 票votes 1288.000 [1288.0, 1288.0] 5.00 · 波动Unstable $0.27 / $0.41 163.8K
79 77 - 80
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] 3.00 · 稳定Stable $0.40 / $1.60 262.1K
80 78 - 86
mistral-medium-3.5
Mistral · Modified MIT
1267±0.0
2.2K 票votes 1267.000 [1267.0, 1267.0] 8.00 · 波动Unstable $1.50 / $7.50 262.1K
81 80 - 87
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
82 80 - 86
gemini-3.1-flash-lite-preview
Google · Proprietary
1253±0.0
13.6K 票votes 1253.000 [1253.0, 1253.0] 6.00 · 波动Unstable $0.25 / $1.50 1M
83 80 - 88
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1250±0.0
1.8K 票votes 1250.000 [1250.0, 1250.0] 8.00 · 波动Unstable $0.14 / $1 262.1K
84 80 - 89
trinity-large-thinking
Arcee AI · Apache 2.0
1243±0.0
1.3K 票votes 1243.000 [1243.0, 1243.0] 9.00 · 波动Unstable $0.25 / $0.80 262.1K
85 80 - 89
gpt-5.1-codex-mini
OpenAI · Proprietary
1240±0.0
1.4K 票votes 1240.000 [1240.0, 1240.0] 9.00 · 波动Unstable $0.25 / $2 400K
86 80 - 89
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
1.6K 票votes 1237.000 [1237.0, 1237.0] 9.00 · 波动Unstable N/A N/A
87 83 - 89
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±0.0
6.9K 票votes 1234.000 [1234.0, 1234.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
88 82 - 92
mistral-large-3
Mistral · Apache 2.0
1224±0.0
1.0K 票votes 1224.000 [1224.0, 1224.0] 10.00 · 波动Unstable $0.50 / $1.50 N/A
89 84 - 92
grok-4.1-thinking
SpaceXAI · Proprietary
1209±0.0
1.2K 票votes 1209.000 [1209.0, 1209.0] 8.00 · 波动Unstable N/A N/A
90 88 - 92
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
91 88 - 93
devstral-2
Mistral · Modified MIT
1200±0.0
1.6K 票votes 1200.000 [1200.0, 1200.0] 5.00 · 波动Unstable N/A N/A
92 88 - 93
granite-4.1-8b
IBM · Apache 2.0
1200±0.0
1.8K 票votes 1200.000 [1200.0, 1200.0] 5.00 · 波动Unstable $0.05 / $0.10 131.1K
93 91 - 95
mercury-2
Inception AI · Proprietary
1165±0.0
947 票votes 1165.000 [1165.0, 1165.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
94 93 - 95
grok-4-fast-reasoning
SpaceXAI · Proprietary
1151±0.0
935 票votes 1151.000 [1151.0, 1151.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
95 93 - 95
grok-code-fast-1
SpaceXAI · Proprietary
1140±0.0
981 票votes 1140.000 [1140.0, 1140.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
96 96 - 96
devstral-medium-2507
Mistral · Proprietary
1092±0.0
992 票votes 1092.000 [1092.0, 1092.0] 0.00 · 稳定Stable $0.40 / $2 128K
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