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
1570±0.0
3.1K votes 1570.000 [1570.0, 1570.0] 1.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-4-7
Anthropic · Proprietary
1561±0.0
3.1K votes 1561.000 [1561.0, 1561.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 2 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1548±0.0
6.2K votes 1548.000 [1548.0, 1548.0] 3.00 · 稳定Stable $5 / $25 1M
4 2 - 6
claude-opus-4-6
Anthropic · Proprietary
1543±0.0
7.2K votes 1543.000 [1543.0, 1543.0] 4.00 · 稳定Stable $5 / $25 1M
5 3 - 8
glm-5.1
智谱 ZAI · MIT
1532±0.0
3.6K votes 1532.000 [1532.0, 1532.0] 5.00 · 波动Unstable $1.40 / $4.40 202.8K
6 5 - 8
claude-sonnet-4-6
Anthropic · Proprietary
1526±0.0
9.2K votes 1526.000 [1526.0, 1526.0] 3.00 · 稳定Stable $3 / $15 1M
7 4 - 8
kimi-k2.6
月之暗面 · Modified MIT
1525±0.0
2.5K votes 1525.000 [1525.0, 1525.0] 4.00 · 稳定Stable $0.95 / $4 262.1K
8 5 - 10
muse-spark
Meta · Proprietary
1509±0.0
1.6K votes 1509.000 [1509.0, 1509.0] 5.00 · 波动Unstable N/A N/A
9 8 - 11
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±0.0
13.1K votes 1491.000 [1491.0, 1491.0] 3.00 · 稳定Stable $5 / $25 200K
10 8 - 11
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1490±0.0
2.6K votes 1490.000 [1490.0, 1490.0] 3.00 · 稳定Stable N/A N/A
11 9 - 15
mimo-v2.5-pro
小米 · MIT
1475±0.0
3.1K votes 1475.000 [1475.0, 1475.0] 6.00 · 波动Unstable $1 / $3 1M
12 11 - 16
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±0.0
15.3K votes 1467.000 [1467.0, 1467.0] 5.00 · 波动Unstable $5 / $25 200K
13 11 - 18
qwen3.6-plus
阿里巴巴 · Proprietary
1465±0.0
4.2K votes 1465.000 [1465.0, 1465.0] 7.00 · 波动Unstable $0.33 / $1.95 1M
14 11 - 23
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.5K votes 1457.000 [1457.0, 1457.0] 12.00 · 不稳Volatile $2.50 / $15 1.1M
15 11 - 23
deepseek-v4-pro-thinking
DeepSeek · MIT
1455±0.0
1.5K votes 1455.000 [1455.0, 1455.0] 12.00 · 不稳Volatile $0.43 / $0.87 1M
16 12 - 20
gemini-3.1-pro-preview
Google · Proprietary
1454±0.0
8.3K votes 1454.000 [1454.0, 1454.0] 8.00 · 波动Unstable $2 / $12 1M
17 13 - 25
mimo-v2.5
小米 · MIT
1446±0.0
2.0K votes 1446.000 [1446.0, 1446.0] 12.00 · 不稳Volatile $0.40 / $2 1M
18 13 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1443±0.0
2.3K votes 1443.000 [1443.0, 1443.0] 12.00 · 不稳Volatile N/A N/A
19 14 - 25
glm-4.7
智谱 ZAI · MIT
1440±0.0
4.9K votes 1440.000 [1440.0, 1440.0] 11.00 · 波动Unstable $0.38 / $1.74 202.8K
20 15 - 25
gemini-3-pro
Google · Proprietary
1438±0.0
17.2K votes 1438.000 [1438.0, 1438.0] 10.00 · 波动Unstable $2 / $12 1M
21 14 - 25
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±0.0
1.4K votes 1437.000 [1437.0, 1437.0] 11.00 · 波动Unstable $2.50 / $15 1.1M
22 15 - 25
gemini-3-flash
Google · Proprietary
1437±0.0
13.3K votes 1437.000 [1437.0, 1437.0] 10.00 · 波动Unstable $0.50 / $3 1M
23 15 - 25
glm-5
智谱 ZAI · MIT
1436±0.0
6.6K votes 1436.000 [1436.0, 1436.0] 10.00 · 波动Unstable $1 / $3.20 202.8K
24 17 - 25
kimi-k2.5-thinking
月之暗面 · Modified MIT
1430±0.0
9.1K votes 1430.000 [1430.0, 1430.0] 8.00 · 波动Unstable $0.60 / $3 N/A
25 17 - 25
mimo-v2-pro
小米 · Proprietary
1430±0.0
5.2K votes 1430.000 [1430.0, 1430.0] 8.00 · 波动Unstable $1 / $3 1M
26 26 - 36
minimax-m2.7
MiniMax · Modified MIT
1408±0.0
4.8K votes 1408.000 [1408.0, 1408.0] 10.00 · 波动Unstable $0.30 / $1.20 196.6K
27 26 - 36
kimi-k2.5-instant
月之暗面 · Modified MIT
1408±0.0
3.6K votes 1408.000 [1408.0, 1408.0] 10.00 · 波动Unstable $0.44 / $2 262.1K
28 26 - 39
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±0.0
3.0K votes 1406.000 [1406.0, 1406.0] 13.00 · 不稳Volatile $1.75 / $14 400K
29 26 - 42
gpt-5.2
OpenAI · Proprietary
1404±0.0
1.5K votes 1404.000 [1404.0, 1404.0] 16.00 · 不稳Volatile $1.75 / $14 400K
30 26 - 42
grok-4.3
xAI · Proprietary
1403±0.0
1.7K votes 1403.000 [1403.0, 1403.0] 16.00 · 不稳Volatile $1.25 / $2.50 1M
31 26 - 41
gpt-5.4-mini-high
OpenAI · Proprietary
1401±0.0
3.8K votes 1401.000 [1401.0, 1401.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
32 26 - 42
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1399±0.0
5.5K votes 1399.000 [1399.0, 1399.0] 16.00 · 不稳Volatile $2 / $6 2M
33 26 - 42
gpt-5-medium
OpenAI · Proprietary
1393±0.0
3.8K votes 1393.000 [1393.0, 1393.0] 16.00 · 不稳Volatile $1.25 / $10 400K
34 26 - 42
minimax-m2.1-preview
MiniMax · MIT
1392±0.0
9.3K votes 1392.000 [1392.0, 1392.0] 16.00 · 不稳Volatile $0.29 / $0.95 196.6K
35 26 - 42
gpt-5.1-medium
OpenAI · Proprietary
1391±0.0
6.1K votes 1391.000 [1391.0, 1391.0] 16.00 · 不稳Volatile $1.25 / $10 400K
36 28 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1389±0.0
14.7K votes 1389.000 [1389.0, 1389.0] 14.00 · 不稳Volatile $0.50 / $3 1M
37 28 - 42
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
15.7K votes 1388.000 [1388.0, 1388.0] 14.00 · 不稳Volatile $3 / $15 200K
38 28 - 42
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±0.0
8.0K votes 1388.000 [1388.0, 1388.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
39 26 - 44
gemma-4-31b
Google · Apache 2.0
1387±0.0
2.3K votes 1387.000 [1387.0, 1387.0] 18.00 · 不稳Volatile $0.14 / $0.40 262.1K
40 29 - 42
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
18.4K votes 1386.000 [1386.0, 1386.0] 13.00 · 不稳Volatile $3 / $15 200K
41 29 - 44
claude-opus-4-1-20250805
Anthropic · Proprietary
1385±0.0
8.6K votes 1385.000 [1385.0, 1385.0] 15.00 · 不稳Volatile $15 / $75 200K
42 30 - 44
minimax-m2.5
MiniMax · Modified MIT
1383±0.0
7.8K votes 1383.000 [1383.0, 1383.0] 14.00 · 不稳Volatile $0.15 / $1.15 196.6K
43 40 - 46
deepseek-v3.2-thinking
DeepSeek · MIT
1368±0.0
7.9K votes 1368.000 [1368.0, 1368.0] 6.00 · 波动Unstable $0.25 / $0.38 131.1K
44 43 - 47
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1363±0.0
6.7K votes 1363.000 [1363.0, 1363.0] 4.00 · 稳定Stable $0.26 / $2.08 262.1K
45 40 - 49
gemma-4-26b-a4b
Google · Apache 2.0
1360±0.0
1.5K votes 1360.000 [1360.0, 1360.0] 9.00 · 波动Unstable N/A N/A
46 43 - 48
glm-4.6
智谱 ZAI · MIT
1355±0.0
8.4K votes 1355.000 [1355.0, 1355.0] 5.00 · 波动Unstable $0.39 / $1.90 204.8K
47 44 - 49
qwen3.5-27b
阿里巴巴 · Apache 2.0
1352±0.0
6.3K votes 1352.000 [1352.0, 1352.0] 5.00 · 波动Unstable $0.20 / $1.56 262.1K
48 45 - 53
gpt-5.1
OpenAI · Proprietary
1340±0.0
12.9K votes 1340.000 [1340.0, 1340.0] 8.00 · 波动Unstable $1.25 / $10 400K
49 46 - 53
mimo-v2-flash (non-thinking)
小米 · MIT
1337±0.0
6.7K votes 1337.000 [1337.0, 1337.0] 7.00 · 波动Unstable $0.09 / $0.29 262.1K
50 48 - 53
gpt-5.2-codex
OpenAI · Proprietary
1335±0.0
7.8K votes 1335.000 [1335.0, 1335.0] 5.00 · 波动Unstable $1.75 / $14 400K
51 48 - 53
deepseek-v3.2
DeepSeek · MIT
1332±0.0
10.5K votes 1332.000 [1332.0, 1332.0] 5.00 · 波动Unstable $0.25 / $0.38 131.1K
52 48 - 54
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1329±0.0
15.4K votes 1329.000 [1329.0, 1329.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
53 48 - 54
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
6.2K votes 1329.000 [1329.0, 1329.0] 6.00 · 波动Unstable $1.25 / $10 400K
54 52 - 56
claude-haiku-4-5-20251001
Anthropic · Proprietary
1317±0.0
19.1K votes 1317.000 [1317.0, 1317.0] 4.00 · 稳定Stable $1 / $5 200K
55 54 - 57
minimax-m2
MiniMax · Apache 2.0
1304±0.0
8.4K votes 1304.000 [1304.0, 1304.0] 3.00 · 稳定Stable $0.26 / $1 196.6K
56 54 - 58
mimo-v2-flash (thinking)
小米 · MIT
1301±0.0
2.1K votes 1301.000 [1301.0, 1301.0] 4.00 · 稳定Stable $0.09 / $0.29 262.1K
57 55 - 58
deepseek-v3.2-exp
DeepSeek · MIT
1286±0.0
4.9K votes 1286.000 [1286.0, 1286.0] 3.00 · 稳定Stable $0.27 / $0.41 163.8K
58 56 - 58
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1281±0.0
15.2K votes 1281.000 [1281.0, 1281.0] 2.00 · 稳定Stable $0.40 / $1.60 262.1K
59 59 - 65
KAT-Coder-Pro-V1
快手 · Proprietary
1258±0.0
1.9K votes 1258.000 [1258.0, 1258.0] 6.00 · 波动Unstable $0.21 / $0.83 256K
60 59 - 66
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1249±0.0
1.8K votes 1249.000 [1249.0, 1249.0] 7.00 · 波动Unstable $0.15 / $1 262.1K
61 59 - 67
trinity-large-thinking
Arcee AI · Apache 2.0
1245±0.0
1.3K votes 1245.000 [1245.0, 1245.0] 8.00 · 波动Unstable $0.22 / $0.85 262.1K
62 59 - 66
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±0.0
7.5K votes 1240.000 [1240.0, 1240.0] 7.00 · 波动Unstable $0.25 / $1.50 1M
63 59 - 67
gpt-5.1-codex-mini
OpenAI · Proprietary
1239±0.0
1.4K votes 1239.000 [1239.0, 1239.0] 8.00 · 波动Unstable $0.25 / $2 400K
64 59 - 67
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
1.6K votes 1237.000 [1237.0, 1237.0] 8.00 · 波动Unstable N/A N/A
65 59 - 67
grok-4-1-fast-reasoning
xAI · Proprietary
1234±0.0
6.9K votes 1234.000 [1234.0, 1234.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
66 59 - 69
mistral-large-3
Mistral · Apache 2.0
1222±0.0
1.0K votes 1222.000 [1222.0, 1222.0] 10.00 · 波动Unstable $0.50 / $1.50 N/A
67 62 - 70
grok-4.1-thinking
xAI · Proprietary
1208±0.0
1.2K votes 1208.000 [1208.0, 1208.0] 8.00 · 波动Unstable N/A N/A
68 66 - 69
gemini-2.5-pro
Google · Proprietary
1203±0.0
3.3K votes 1203.000 [1203.0, 1203.0] 3.00 · 稳定Stable $1.25 / $10 1M
69 66 - 70
devstral-2
Mistral · Modified MIT
1199±0.0
1.6K votes 1199.000 [1199.0, 1199.0] 4.00 · 稳定Stable N/A N/A
70 68 - 72
mercury-2
Inception AI · Proprietary
1165±0.0
947 votes 1165.000 [1165.0, 1165.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
71 70 - 72
grok-4-fast-reasoning
xAI · Proprietary
1149±0.0
933 votes 1149.000 [1149.0, 1149.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
72 70 - 72
grok-code-fast-1
xAI · Proprietary
1140±0.0
983 votes 1140.000 [1140.0, 1140.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
73 73 - 73
devstral-medium-2507
Mistral · Proprietary
1091±0.0
993 votes 1091.000 [1091.0, 1091.0] 0.00 · 稳定Stable $0.40 / $2 128K
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