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
1572±1572.0
1.4K 票votes 1572.000 [0.0, 3144.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-4-7
Anthropic · Proprietary
1566±1566.0
1.8K 票votes 1566.000 [0.0, 3132.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1552±1552.0
4.9K 票votes 1552.000 [0.0, 3104.0] 5.00 · 波动Unstable $5 / $25 1M
4 2 - 6
claude-opus-4-6
Anthropic · Proprietary
1545±1545.0
5.8K 票votes 1545.000 [0.0, 3090.0] 4.00 · 稳定Stable $5 / $25 1M
5 3 - 8
glm-5.1
智谱 ZAI · MIT
1534±1534.0
2.5K 票votes 1534.000 [0.0, 3068.0] 5.00 · 波动Unstable $1.05 / $3.50 202.8K
6 3 - 8
kimi-k2.6
月之暗面 · Modified MIT
1529±1529.0
1.4K 票votes 1529.000 [0.0, 3058.0] 5.00 · 波动Unstable $0.74 / $4.66 256K
7 5 - 8
claude-sonnet-4-6
Anthropic · Proprietary
1527±1527.0
7.8K 票votes 1527.000 [0.0, 3054.0] 3.00 · 稳定Stable $3 / $15 1M
8 5 - 9
muse-spark
Meta · Proprietary
1512±1512.0
1.6K 票votes 1512.000 [0.0, 3024.0] 4.00 · 稳定Stable N/A N/A
9 8 - 9
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±1491.0
13.1K 票votes 1491.000 [0.0, 2982.0] 1.00 · 稳定Stable $5 / $25 200K
10 10 - 14
qwen3.6-plus
阿里巴巴 · Proprietary
1471±1471.0
2.9K 票votes 1471.000 [0.0, 2942.0] 4.00 · 稳定Stable $0.33 / $1.95 1M
11 10 - 14
claude-opus-4-5-20251101
Anthropic · Proprietary
1468±1468.0
15.3K 票votes 1468.000 [0.0, 2936.0] 4.00 · 稳定Stable $5 / $25 200K
12 10 - 16
gemini-3.1-pro-preview
Google · Proprietary
1457±1457.0
6.8K 票votes 1457.000 [0.0, 2914.0] 6.00 · 波动Unstable $2 / $12 1M
13 10 - 19
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±1457.0
1.5K 票votes 1457.000 [0.0, 2914.0] 9.00 · 波动Unstable $2.50 / $15 1.1M
14 10 - 20
deepseek-v4-pro-thinking
DeepSeek · MIT
1456±1456.0
1.1K 票votes 1456.000 [0.0, 2912.0] 10.00 · 波动Unstable $1.74 / $3.48 N/A
15 12 - 21
glm-4.7
智谱 ZAI · MIT
1440±1440.0
4.9K 票votes 1440.000 [0.0, 2880.0] 9.00 · 波动Unstable $0.38 / $1.74 202.8K
16 13 - 21
gemini-3-pro
Google · Proprietary
1438±1438.0
17.2K 票votes 1438.000 [0.0, 2876.0] 8.00 · 波动Unstable $2 / $12 1M
17 12 - 23
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±1437.0
1.4K 票votes 1437.000 [0.0, 2874.0] 11.00 · 波动Unstable $2.50 / $15 1.1M
18 13 - 21
gemini-3-flash
Google · Proprietary
1437±1437.0
13.3K 票votes 1437.000 [0.0, 2874.0] 8.00 · 波动Unstable $0.50 / $3 1M
19 13 - 22
glm-5
智谱 ZAI · MIT
1435±1435.0
5.6K 票votes 1435.000 [0.0, 2870.0] 9.00 · 波动Unstable $1 / $3.20 202.8K
20 14 - 22
kimi-k2.5-thinking
月之暗面 · Modified MIT
1430±1430.0
7.9K 票votes 1430.000 [0.0, 2860.0] 8.00 · 波动Unstable $0.60 / $3 N/A
21 15 - 25
mimo-v2-pro
小米 · Proprietary
1426±1426.0
4.0K 票votes 1426.000 [0.0, 2852.0] 10.00 · 波动Unstable $1 / $3 1M
22 18 - 28
minimax-m2.7
MiniMax · Modified MIT
1416±1416.0
3.8K 票votes 1416.000 [0.0, 2832.0] 10.00 · 波动Unstable $0.30 / $1.20 196.6K
23 21 - 30
kimi-k2.5-instant
月之暗面 · Modified MIT
1408±1408.0
3.6K 票votes 1408.000 [0.0, 2816.0] 9.00 · 波动Unstable $0.44 / $2 262.1K
24 21 - 33
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±1407.0
3.0K 票votes 1407.000 [0.0, 2814.0] 12.00 · 不稳Volatile $1.75 / $14 400K
25 20 - 36
gpt-5.2
OpenAI · Proprietary
1404±1404.0
1.5K 票votes 1404.000 [0.0, 2808.0] 16.00 · 不稳Volatile $1.75 / $14 400K
26 22 - 34
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1403±1403.0
4.2K 票votes 1403.000 [0.0, 2806.0] 12.00 · 不稳Volatile $2 / $6 2M
27 22 - 36
gpt-5.4-mini-high
OpenAI · Proprietary
1399±1399.0
2.5K 票votes 1399.000 [0.0, 2798.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
28 22 - 36
gpt-5-medium
OpenAI · Proprietary
1393±1393.0
3.8K 票votes 1393.000 [0.0, 2786.0] 14.00 · 不稳Volatile $1.25 / $10 400K
29 23 - 36
minimax-m2.1-preview
MiniMax · MIT
1392±1392.0
9.3K 票votes 1392.000 [0.0, 2784.0] 13.00 · 不稳Volatile $0.29 / $0.95 196.6K
30 23 - 36
gpt-5.1-medium
OpenAI · Proprietary
1391±1391.0
6.1K 票votes 1391.000 [0.0, 2782.0] 13.00 · 不稳Volatile $1.25 / $10 400K
31 24 - 36
gemini-3-flash (thinking-minimal)
Google · Proprietary
1389±1389.0
13.4K 票votes 1389.000 [0.0, 2778.0] 12.00 · 不稳Volatile $0.50 / $3 1M
32 24 - 36
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±1388.0
6.7K 票votes 1388.000 [0.0, 2776.0] 12.00 · 不稳Volatile $0.39 / $2.34 262.1K
33 24 - 36
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±1388.0
15.7K 票votes 1388.000 [0.0, 2776.0] 12.00 · 不稳Volatile $3 / $15 200K
34 26 - 36
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±1386.0
18.4K 票votes 1386.000 [0.0, 2772.0] 10.00 · 波动Unstable $3 / $15 200K
35 25 - 36
claude-opus-4-1-20250805
Anthropic · Proprietary
1385±1385.0
8.6K 票votes 1385.000 [0.0, 2770.0] 11.00 · 波动Unstable $15 / $75 200K
36 26 - 37
minimax-m2.5
MiniMax · Modified MIT
1384±1384.0
7.8K 票votes 1384.000 [0.0, 2768.0] 11.00 · 波动Unstable $0.15 / $1.15 196.6K
37 36 - 39
deepseek-v3.2-thinking
DeepSeek · MIT
1368±1368.0
7.9K 票votes 1368.000 [0.0, 2736.0] 3.00 · 稳定Stable $0.25 / $0.38 131.1K
38 37 - 40
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1363±1363.0
5.5K 票votes 1363.000 [0.0, 2726.0] 3.00 · 稳定Stable $0.26 / $2.08 262.1K
39 37 - 41
glm-4.6
智谱 ZAI · MIT
1355±1355.0
8.3K 票votes 1355.000 [0.0, 2710.0] 4.00 · 稳定Stable $0.39 / $1.90 204.8K
40 38 - 46
qwen3.5-27b
阿里巴巴 · Apache 2.0
1345±1345.0
5.1K 票votes 1345.000 [0.0, 2690.0] 8.00 · 波动Unstable $0.20 / $1.56 262.1K
41 39 - 46
gpt-5.1
OpenAI · Proprietary
1339±1339.0
12.9K 票votes 1339.000 [0.0, 2678.0] 7.00 · 波动Unstable $1.25 / $10 400K
42 40 - 46
mimo-v2-flash (non-thinking)
小米 · MIT
1337±1337.0
6.7K 票votes 1337.000 [0.0, 2674.0] 6.00 · 波动Unstable $0.09 / $0.29 262.1K
43 40 - 46
gpt-5.2-codex
OpenAI · Proprietary
1335±1335.0
7.8K 票votes 1335.000 [0.0, 2670.0] 6.00 · 波动Unstable $1.75 / $14 400K
44 40 - 46
deepseek-v3.2
DeepSeek · MIT
1332±1332.0
10.4K 票votes 1332.000 [0.0, 2664.0] 6.00 · 波动Unstable $0.25 / $0.38 131.1K
45 40 - 46
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1329±1329.0
15.3K 票votes 1329.000 [0.0, 2658.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
46 40 - 47
gpt-5.1-codex
OpenAI · Proprietary
1329±1329.0
6.2K 票votes 1329.000 [0.0, 2658.0] 7.00 · 波动Unstable $1.25 / $10 400K
47 46 - 49
claude-haiku-4-5-20251001
Anthropic · Proprietary
1316±1316.0
17.9K 票votes 1316.000 [0.0, 2632.0] 3.00 · 稳定Stable $1 / $5 200K
48 47 - 50
minimax-m2
MiniMax · Apache 2.0
1304±1304.0
8.4K 票votes 1304.000 [0.0, 2608.0] 3.00 · 稳定Stable $0.26 / $1 196.6K
49 47 - 51
mimo-v2-flash (thinking)
小米 · MIT
1301±1301.0
2.1K 票votes 1301.000 [0.0, 2602.0] 4.00 · 稳定Stable $0.09 / $0.29 262.1K
50 48 - 51
deepseek-v3.2-exp
DeepSeek · MIT
1286±1286.0
4.9K 票votes 1286.000 [0.0, 2572.0] 3.00 · 稳定Stable $0.27 / $0.41 163.8K
51 49 - 51
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1281±1281.0
15.2K 票votes 1281.000 [0.0, 2562.0] 2.00 · 稳定Stable $0.40 / $1.60 262.1K
52 52 - 58
KAT-Coder-Pro-V1
快手 · Proprietary
1258±1258.0
1.9K 票votes 1258.000 [0.0, 2516.0] 6.00 · 波动Unstable $0.21 / $0.83 256K
53 52 - 58
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1248±1248.0
1.8K 票votes 1248.000 [0.0, 2496.0] 6.00 · 波动Unstable $0.16 / $1.30 262.1K
54 52 - 59
gpt-5.1-codex-mini
OpenAI · Proprietary
1239±1239.0
1.4K 票votes 1239.000 [0.0, 2478.0] 7.00 · 波动Unstable $0.25 / $2 400K
55 52 - 59
qwen3.5-flash
阿里巴巴 · Proprietary
1236±1236.0
1.6K 票votes 1236.000 [0.0, 2472.0] 7.00 · 波动Unstable N/A N/A
56 52 - 59
gemini-3.1-flash-lite-preview
Google · Proprietary
1235±1235.0
6.2K 票votes 1235.000 [0.0, 2470.0] 7.00 · 波动Unstable $0.25 / $1.50 1M
57 52 - 59
grok-4-1-fast-reasoning
xAI · Proprietary
1234±1234.0
6.9K 票votes 1234.000 [0.0, 2468.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
58 52 - 61
mistral-large-3
Mistral · Apache 2.0
1223±1223.0
1.0K 票votes 1223.000 [0.0, 2446.0] 9.00 · 波动Unstable $0.50 / $1.50 N/A
59 54 - 61
grok-4.1-thinking
xAI · Proprietary
1208±1208.0
1.2K 票votes 1208.000 [0.0, 2416.0] 7.00 · 波动Unstable N/A N/A
60 58 - 61
gemini-2.5-pro
Google · Proprietary
1203±1203.0
3.3K 票votes 1203.000 [0.0, 2406.0] 3.00 · 稳定Stable $1.25 / $10 1M
61 58 - 62
devstral-2
Mistral · Modified MIT
1199±1199.0
1.6K 票votes 1199.000 [0.0, 2398.0] 4.00 · 稳定Stable N/A N/A
62 61 - 64
mercury-2
Inception AI · Proprietary
1165±1165.0
947 票votes 1165.000 [0.0, 2330.0] 3.00 · 稳定Stable $0.25 / $0.75 128K
63 62 - 64
grok-4-fast-reasoning
xAI · Proprietary
1149±1149.0
936 票votes 1149.000 [0.0, 2298.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
64 62 - 64
grok-code-fast-1
xAI · Proprietary
1139±1139.0
984 票votes 1139.000 [0.0, 2278.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
65 65 - 65
devstral-medium-2507
Mistral · Proprietary
1091±1091.0
993 票votes 1091.000 [0.0, 2182.0] 0.00 · 稳定Stable $0.40 / $2 128K
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