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 - 1
claude-fable-5
Anthropic · Proprietary
1721±0.0
462 votes 1721.000 [1721.0, 1721.0] 0.00 · 稳定Stable N/A N/A
🥈 2 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1599±0.0
1.5K votes 1599.000 [1599.0, 1599.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 2 - 10
claude-opus-4-8-thinking
Anthropic · Proprietary
1590±0.0
503 votes 1590.000 [1590.0, 1590.0] 8.00 · 波动Unstable $5 / $25 1M
4 2 - 8
claude-opus-4-7
Anthropic · Proprietary
1587±0.0
1.5K votes 1587.000 [1587.0, 1587.0] 6.00 · 波动Unstable $5 / $25 1M
5 2 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1581±0.0
2.0K votes 1581.000 [1581.0, 1581.0] 7.00 · 波动Unstable $5 / $25 1M
6 2 - 10
claude-opus-4-6
Anthropic · Proprietary
1573±0.0
2.4K votes 1573.000 [1573.0, 1573.0] 8.00 · 波动Unstable $5 / $25 1M
7 2 - 14
glm-5.1
智谱 ZAI · MIT
1567±0.0
638 votes 1567.000 [1567.0, 1567.0] 12.00 · 不稳Volatile $1.40 / $4.40 202.8K
8 2 - 16
claude-opus-4-8
Anthropic · Proprietary
1558±0.0
613 votes 1558.000 [1558.0, 1558.0] 14.00 · 不稳Volatile $5 / $25 1M
9 5 - 16
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1544±0.0
1.3K votes 1544.000 [1544.0, 1544.0] 11.00 · 波动Unstable N/A N/A
10 7 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1544±0.0
2.8K votes 1544.000 [1544.0, 1544.0] 9.00 · 波动Unstable $3 / $15 1M
11 4 - 20
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1541±0.0
628 votes 1541.000 [1541.0, 1541.0] 16.00 · 不稳Volatile $1.25 / $3.75 1M
12 7 - 22
gemini-3.5-flash
Google · Proprietary
1528±0.0
550 votes 1528.000 [1528.0, 1528.0] 15.00 · 不稳Volatile $1.50 / $9 1M
13 7 - 20
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1526±0.0
1.4K votes 1526.000 [1526.0, 1526.0] 13.00 · 不稳Volatile N/A N/A
14 8 - 20
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K votes 1523.000 [1523.0, 1523.0] 12.00 · 不稳Volatile $5 / $25 200K
15 7 - 26
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±0.0
349 votes 1518.000 [1518.0, 1518.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
16 8 - 27
muse-spark
Meta · Proprietary
1505±0.0
304 votes 1505.000 [1505.0, 1505.0] 19.00 · 不稳Volatile N/A N/A
17 11 - 26
qwen3.6-max-preview
阿里巴巴 · Proprietary
1500±0.0
554 votes 1500.000 [1500.0, 1500.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
18 11 - 26
kimi-k2.6
月之暗面 · Modified MIT
1500±0.0
1.1K votes 1500.000 [1500.0, 1500.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
19 10 - 26
minimax-m3
MiniMax · Proprietary
1499±0.0
490 votes 1499.000 [1499.0, 1499.0] 16.00 · 不稳Volatile $0.60 / $2.40 N/A
20 14 - 26
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1489±0.0
1.3K votes 1489.000 [1489.0, 1489.0] 12.00 · 不稳Volatile N/A N/A
21 14 - 27
mimo-v2.5-pro
小米 · MIT
1484±0.0
1.4K votes 1484.000 [1484.0, 1484.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
22 11 - 33
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 votes 1482.000 [1482.0, 1482.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
23 15 - 27
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±0.0
3.6K votes 1480.000 [1480.0, 1480.0] 12.00 · 不稳Volatile $5 / $25 200K
24 15 - 27
gemini-3.1-pro-preview
Google · Proprietary
1477±0.0
2.6K votes 1477.000 [1477.0, 1477.0] 12.00 · 不稳Volatile $2 / $12 1M
25 15 - 30
qwen3.6-plus
阿里巴巴 · Proprietary
1472±0.0
1.6K votes 1472.000 [1472.0, 1472.0] 15.00 · 不稳Volatile $0.33 / $1.95 1M
26 19 - 37
deepseek-v4-pro-thinking
DeepSeek · MIT
1452±0.0
1.2K votes 1452.000 [1452.0, 1452.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
27 24 - 35
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K votes 1452.000 [1452.0, 1452.0] 11.00 · 波动Unstable $0.50 / $3 1M
28 24 - 35
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K votes 1452.000 [1452.0, 1452.0] 11.00 · 波动Unstable $2 / $12 1M
29 15 - 41
gpt-5.2
OpenAI · Proprietary
1446±0.0
341 votes 1446.000 [1446.0, 1446.0] 26.00 · 不稳Volatile $1.75 / $14 400K
30 24 - 41
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
666 votes 1440.000 [1440.0, 1440.0] 17.00 · 不稳Volatile $1.75 / $14 400K
31 25 - 40
glm-5
智谱 ZAI · MIT
1437±0.0
1.4K votes 1437.000 [1437.0, 1437.0] 15.00 · 不稳Volatile $1 / $3.20 202.8K
32 25 - 41
mimo-v2-pro
小米 · Proprietary
1430±0.0
1.4K votes 1430.000 [1430.0, 1430.0] 16.00 · 不稳Volatile $1 / $3 1M
33 25 - 41
glm-4.7
智谱 ZAI · MIT
1429±0.0
1.2K votes 1429.000 [1429.0, 1429.0] 16.00 · 不稳Volatile $0.40 / $1.75 202.8K
34 28 - 41
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±0.0
2.7K votes 1426.000 [1426.0, 1426.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
35 26 - 41
gpt-5.4-mini-high
OpenAI · Proprietary
1425±0.0
1.4K votes 1425.000 [1425.0, 1425.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
36 26 - 45
gpt-5-medium
OpenAI · Proprietary
1423±0.0
1.1K votes 1423.000 [1423.0, 1423.0] 19.00 · 不稳Volatile $1.25 / $10 400K
37 28 - 46
mimo-v2.5
小米 · MIT
1418±0.0
1.2K votes 1418.000 [1418.0, 1418.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
38 29 - 48
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K votes 1410.000 [1410.0, 1410.0] 19.00 · 不稳Volatile $15 / $75 200K
39 29 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±0.0
710 votes 1406.000 [1406.0, 1406.0] 22.00 · 不稳Volatile $1.75 / $14 400K
40 30 - 51
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K votes 1401.000 [1401.0, 1401.0] 21.00 · 不稳Volatile $1.25 / $10 400K
41 29 - 51
kimi-k2.5-instant
月之暗面 · Modified MIT
1400±0.0
827 votes 1400.000 [1400.0, 1400.0] 22.00 · 不稳Volatile $0.40 / $1.90 262.1K
42 36 - 51
gemini-3-flash (thinking-minimal)
Google · Proprietary
1394±0.0
4.0K votes 1394.000 [1394.0, 1394.0] 15.00 · 不稳Volatile $0.50 / $3 1M
43 36 - 51
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1393±0.0
2.5K votes 1393.000 [1393.0, 1393.0] 15.00 · 不稳Volatile $0.39 / $2.34 262.1K
44 36 - 51
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K votes 1393.000 [1393.0, 1393.0] 15.00 · 不稳Volatile $3 / $15 200K
45 38 - 52
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K votes 1386.000 [1386.0, 1386.0] 14.00 · 不稳Volatile $3 / $15 200K
46 37 - 52
minimax-m2.7
MiniMax · Modified MIT
1385±0.0
1.6K votes 1385.000 [1385.0, 1385.0] 15.00 · 不稳Volatile $0.27 / $1.08 204.8K
47 39 - 54
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K votes 1380.000 [1380.0, 1380.0] 15.00 · 不稳Volatile $0.29 / $0.95 204.8K
48 39 - 55
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±0.0
1.8K votes 1377.000 [1377.0, 1377.0] 16.00 · 不稳Volatile $2 / $6 2M
49 39 - 56
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K votes 1375.000 [1375.0, 1375.0] 17.00 · 不稳Volatile $0.15 / $0.90 204.8K
50 36 - 61
gemma-4-26b-a4b
Google · Apache 2.0
1366±0.0
238 votes 1366.000 [1366.0, 1366.0] 25.00 · 不稳Volatile N/A N/A
51 38 - 61
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±0.0
313 votes 1365.000 [1365.0, 1365.0] 23.00 · 不稳Volatile N/A N/A
52 45 - 60
grok-4.3
xAI · Proprietary
1358±0.0
1.1K votes 1358.000 [1358.0, 1358.0] 15.00 · 不稳Volatile $1.25 / $2.50 1M
53 47 - 60
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K votes 1354.000 [1354.0, 1354.0] 13.00 · 不稳Volatile $1.25 / $10 400K
54 47 - 60
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±0.0
1.8K votes 1352.000 [1352.0, 1352.0] 13.00 · 不稳Volatile $0.26 / $2.08 262.1K
55 49 - 61
gpt-5.1-codex
OpenAI · Proprietary
1346±0.0
1.7K votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $1.25 / $10 400K
56 50 - 61
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K votes 1346.000 [1346.0, 1346.0] 11.00 · 波动Unstable $0.43 / $1.74 202.8K
57 50 - 61
deepseek-v3.2-thinking
DeepSeek · MIT
1345±0.0
1.8K votes 1345.000 [1345.0, 1345.0] 11.00 · 波动Unstable $0.23 / $0.34 131.1K
58 48 - 62
gemma-4-31b
Google · Apache 2.0
1345±0.0
917 votes 1345.000 [1345.0, 1345.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
59 50 - 62
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
1.6K votes 1336.000 [1336.0, 1336.0] 12.00 · 不稳Volatile $0.20 / $1.56 262.1K
60 50 - 62
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K votes 1333.000 [1333.0, 1333.0] 12.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 53 - 65
gpt-5.2-codex
OpenAI · Proprietary
1321±0.0
1.7K votes 1321.000 [1321.0, 1321.0] 12.00 · 不稳Volatile $1.75 / $14 400K
62 58 - 66
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1313±0.0
3.7K votes 1313.000 [1313.0, 1313.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
63 61 - 69
claude-haiku-4-5-20251001
Anthropic · Proprietary
1300±0.0
5.2K votes 1300.000 [1300.0, 1300.0] 8.00 · 波动Unstable $1 / $5 200K
64 61 - 69
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.4K votes 1300.000 [1300.0, 1300.0] 8.00 · 波动Unstable $0.23 / $0.34 131.1K
65 61 - 76
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
470 votes 1284.000 [1284.0, 1284.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
66 63 - 72
minimax-m2
MiniMax · Apache 2.0
1280±0.0
2.3K votes 1280.000 [1280.0, 1280.0] 9.00 · 波动Unstable $0.26 / $1 204.8K
67 63 - 75
deepseek-v3.2-exp
DeepSeek · MIT
1275±0.0
1.4K votes 1275.000 [1275.0, 1275.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
68 62 - 80
trinity-large-thinking
Arcee AI · Apache 2.0
1265±0.0
281 votes 1265.000 [1265.0, 1265.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
69 65 - 76
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±0.0
3.7K votes 1264.000 [1264.0, 1264.0] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
70 63 - 81
mistral-medium-3.5
Mistral · Modified MIT
1257±0.0
400 votes 1257.000 [1257.0, 1257.0] 18.00 · 不稳Volatile $1.50 / $7.50 262.1K
71 66 - 79
gemini-3.1-flash-lite-preview
Google · Proprietary
1251±0.0
2.3K votes 1251.000 [1251.0, 1251.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
72 65 - 81
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±0.0
408 votes 1244.000 [1244.0, 1244.0] 16.00 · 不稳Volatile $0.25 / $2 400K
73 67 - 80
grok-4-1-fast-reasoning
xAI · Proprietary
1239±0.0
1.6K votes 1239.000 [1239.0, 1239.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
74 66 - 81
KAT-Coder-Pro-V1
快手 · Proprietary
1238±0.0
614 votes 1238.000 [1238.0, 1238.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
75 65 - 83
grok-4.1-thinking
xAI · Proprietary
1237±0.0
333 votes 1237.000 [1237.0, 1237.0] 18.00 · 不稳Volatile N/A N/A
76 66 - 83
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
424 votes 1232.000 [1232.0, 1232.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
77 69 - 83
granite-4.1-8b
IBM · Apache 2.0
1213±0.0
395 votes 1213.000 [1213.0, 1213.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
78 69 - 83
mistral-large-3
Mistral · Apache 2.0
1208±0.0
269 votes 1208.000 [1208.0, 1208.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
79 69 - 83
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
320 votes 1203.000 [1203.0, 1203.0] 14.00 · 不稳Volatile N/A N/A
80 72 - 83
gemini-2.5-pro
Google · Proprietary
1199±0.0
861 votes 1199.000 [1199.0, 1199.0] 11.00 · 波动Unstable $1.25 / $10 1M
81 70 - 84
mercury-2
Inception AI · Proprietary
1187±0.0
211 votes 1187.000 [1187.0, 1187.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
82 75 - 84
devstral-2
Mistral · Modified MIT
1166±0.0
330 votes 1166.000 [1166.0, 1166.0] 9.00 · 波动Unstable N/A N/A
83 75 - 85
grok-4-fast-reasoning
xAI · Proprietary
1160±0.0
212 votes 1160.000 [1160.0, 1160.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
84 81 - 85
grok-code-fast-1
xAI · Proprietary
1118±0.0
258 votes 1118.000 [1118.0, 1118.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
85 83 - 85
devstral-medium-2507
Mistral · Proprietary
1078±0.0
285 votes 1078.000 [1078.0, 1078.0] 2.00 · 稳定Stable $0.40 / $2 128K
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