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 - 8
claude-opus-4-7
Anthropic · Proprietary
1561±0.0
693 票votes 1561.000 [1561.0, 1561.0] 7.00 · 波动Unstable $5 / $25 1M
🥈 1 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1547±0.0
786 票votes 1547.000 [1547.0, 1547.0] 10.00 · 波动Unstable $5 / $25 1M
🥉 1 - 11
claude-opus-4-6
Anthropic · Proprietary
1545±0.0
1.4K 票votes 1545.000 [1545.0, 1545.0] 10.00 · 波动Unstable $5 / $25 1M
4 1 - 11
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±0.0
1.3K 票votes 1542.000 [1542.0, 1542.0] 10.00 · 波动Unstable $5 / $25 1M
5 1 - 19
glm-5.1
智谱 ZAI · MIT
1532±0.0
529 票votes 1532.000 [1532.0, 1532.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 20
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1531±0.0
295 票votes 1531.000 [1531.0, 1531.0] 19.00 · 不稳Volatile $1.25 / $3.75 1M
7 1 - 23
muse-spark
Meta · Proprietary
1524±0.0
186 票votes 1524.000 [1524.0, 1524.0] 22.00 · 不稳Volatile N/A N/A
8 1 - 19
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1523±0.0
609 票votes 1523.000 [1523.0, 1523.0] 18.00 · 不稳Volatile N/A N/A
9 2 - 19
claude-sonnet-4-6
Anthropic · Proprietary
1515±0.0
1.7K 票votes 1515.000 [1515.0, 1515.0] 17.00 · 不稳Volatile $3 / $15 1M
10 2 - 23
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1508±0.0
615 票votes 1508.000 [1508.0, 1508.0] 21.00 · 不稳Volatile N/A N/A
11 2 - 23
kimi-k2.6
月之暗面 · Modified MIT
1507±0.0
622 票votes 1507.000 [1507.0, 1507.0] 21.00 · 不稳Volatile $0.95 / $4 262.1K
12 5 - 20
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±0.0
7.9K 票votes 1503.000 [1503.0, 1503.0] 15.00 · 不稳Volatile $5 / $25 200K
13 5 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1496±0.0
654 票votes 1496.000 [1496.0, 1496.0] 20.00 · 不稳Volatile N/A N/A
14 5 - 25
gemini-3.1-pro-preview
Google · Proprietary
1488±0.0
1.4K 票votes 1488.000 [1488.0, 1488.0] 20.00 · 不稳Volatile $2 / $12 1M
15 5 - 31
gemini-3.5-flash
Google · Proprietary
1483±0.0
323 票votes 1483.000 [1483.0, 1483.0] 26.00 · 不稳Volatile $1.50 / $9 1M
16 5 - 32
qwen3.6-max-preview
阿里巴巴 · Proprietary
1476±0.0
311 票votes 1476.000 [1476.0, 1476.0] 27.00 · 不稳Volatile $1.04 / $6.24 262.1K
17 10 - 25
claude-opus-4-5-20251101
Anthropic · Proprietary
1475±0.0
8.4K 票votes 1475.000 [1475.0, 1475.0] 15.00 · 不稳Volatile $5 / $25 200K
18 5 - 35
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1473±0.0
165 票votes 1473.000 [1473.0, 1473.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
19 8 - 32
mimo-v2.5-pro
小米 · MIT
1470±0.0
627 票votes 1470.000 [1470.0, 1470.0] 24.00 · 不稳Volatile $0.43 / $0.87 1M
20 10 - 31
qwen3.6-plus
阿里巴巴 · Proprietary
1468±0.0
870 票votes 1468.000 [1468.0, 1468.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
21 10 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±0.0
604 票votes 1467.000 [1467.0, 1467.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
22 13 - 28
gemini-3-pro
Google · Proprietary
1462±0.0
13.8K 票votes 1462.000 [1462.0, 1462.0] 15.00 · 不稳Volatile $2 / $12 1M
23 5 - 40
minimax-m3
MiniMax · Proprietary
1462±0.0
166 票votes 1462.000 [1462.0, 1462.0] 35.00 · 不稳Volatile $0.60 / $2.40 N/A
24 5 - 42
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
160 票votes 1457.000 [1457.0, 1457.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
25 13 - 35
glm-5
智谱 ZAI · MIT
1452±0.0
806 票votes 1452.000 [1452.0, 1452.0] 22.00 · 不稳Volatile $1 / $3.20 202.8K
26 16 - 34
glm-4.7
智谱 ZAI · MIT
1449±0.0
4.8K 票votes 1449.000 [1449.0, 1449.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
27 17 - 35
gemini-3-flash
Google · Proprietary
1440±0.0
9.3K 票votes 1440.000 [1440.0, 1440.0] 18.00 · 不稳Volatile $0.50 / $3 1M
28 16 - 38
mimo-v2-pro
小米 · Proprietary
1439±0.0
794 票votes 1439.000 [1439.0, 1439.0] 22.00 · 不稳Volatile $1 / $3 1M
29 16 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1426±0.0
394 票votes 1426.000 [1426.0, 1426.0] 31.00 · 不稳Volatile $1.75 / $14 400K
30 22 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±0.0
1.6K 票votes 1426.000 [1426.0, 1426.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
31 17 - 47
mimo-v2.5
小米 · MIT
1425±0.0
535 票votes 1425.000 [1425.0, 1425.0] 30.00 · 不稳Volatile $0.14 / $0.28 1M
32 19 - 46
gpt-5.4-mini-high
OpenAI · Proprietary
1424±0.0
774 票votes 1424.000 [1424.0, 1424.0] 27.00 · 不稳Volatile $0.75 / $4.50 400K
33 17 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±0.0
360 票votes 1420.000 [1420.0, 1420.0] 34.00 · 不稳Volatile $1.75 / $14 400K
34 22 - 51
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±0.0
589 票votes 1415.000 [1415.0, 1415.0] 29.00 · 不稳Volatile $0.40 / $1.90 262.1K
35 23 - 47
gpt-5.2
OpenAI · Proprietary
1413±0.0
1.5K 票votes 1413.000 [1413.0, 1413.0] 24.00 · 不稳Volatile $1.75 / $14 400K
36 27 - 49
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
6.8K 票votes 1404.000 [1404.0, 1404.0] 22.00 · 不稳Volatile $0.29 / $0.95 204.8K
37 26 - 51
minimax-m2.5
MiniMax · Modified MIT
1404±0.0
1.0K 票votes 1404.000 [1404.0, 1404.0] 25.00 · 不稳Volatile $0.15 / $1.15 204.8K
38 26 - 52
minimax-m2.7
MiniMax · Modified MIT
1403±0.0
868 票votes 1403.000 [1403.0, 1403.0] 26.00 · 不稳Volatile $0.28 / $1.20 204.8K
39 27 - 51
gpt-5-medium
OpenAI · Proprietary
1402±0.0
3.8K 票votes 1402.000 [1402.0, 1402.0] 24.00 · 不稳Volatile $1.25 / $10 400K
40 26 - 51
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1402±0.0
1.3K 票votes 1402.000 [1402.0, 1402.0] 25.00 · 不稳Volatile $0.39 / $2.34 262.1K
41 29 - 51
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±0.0
6.6K 票votes 1399.000 [1399.0, 1399.0] 22.00 · 不稳Volatile $0.50 / $3 1M
42 29 - 51
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
6.1K 票votes 1398.000 [1398.0, 1398.0] 22.00 · 不稳Volatile $1.25 / $10 400K
43 30 - 51
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±0.0
11.3K 票votes 1396.000 [1396.0, 1396.0] 21.00 · 不稳Volatile $3 / $15 200K
44 30 - 52
claude-opus-4-1-20250805
Anthropic · Proprietary
1393±0.0
8.5K 票votes 1393.000 [1393.0, 1393.0] 22.00 · 不稳Volatile $15 / $75 200K
45 34 - 52
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
12.9K 票votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $3 / $15 200K
46 30 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1384±0.0
929 票votes 1384.000 [1384.0, 1384.0] 27.00 · 不稳Volatile $0.20 / $1.56 262.1K
47 34 - 57
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1375±0.0
955 票votes 1375.000 [1375.0, 1375.0] 23.00 · 不稳Volatile $2 / $6 2M
48 43 - 57
deepseek-v3.2-thinking
DeepSeek · MIT
1372±0.0
4.0K 票votes 1372.000 [1372.0, 1372.0] 14.00 · 不稳Volatile $0.23 / $0.34 131.1K
49 35 - 62
grok-4.3
xAI · Proprietary
1364±0.0
531 票votes 1364.000 [1364.0, 1364.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
50 46 - 58
glm-4.6
智谱 ZAI · MIT
1363±0.0
8.3K 票votes 1363.000 [1363.0, 1363.0] 12.00 · 不稳Volatile $0.43 / $1.74 202.8K
51 35 - 62
gemma-4-31b
Google · Apache 2.0
1363±0.0
420 票votes 1363.000 [1363.0, 1363.0] 27.00 · 不稳Volatile $0.14 / $0.40 262.1K
52 46 - 59
mimo-v2-flash (non-thinking)
小米 · MIT
1362±0.0
4.1K 票votes 1362.000 [1362.0, 1362.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
53 46 - 59
gpt-5.1
OpenAI · Proprietary
1360±0.0
10.0K 票votes 1360.000 [1360.0, 1360.0] 13.00 · 不稳Volatile $1.25 / $10 400K
54 30 - 66
gemma-4-26b-a4b
Google · Apache 2.0
1359±0.0
203 票votes 1359.000 [1359.0, 1359.0] 36.00 · 不稳Volatile N/A N/A
55 31 - 66
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±0.0
189 票votes 1357.000 [1357.0, 1357.0] 35.00 · 不稳Volatile N/A N/A
56 46 - 62
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1349±0.0
993 票votes 1349.000 [1349.0, 1349.0] 16.00 · 不稳Volatile $0.26 / $2.08 262.1K
57 46 - 62
mimo-v2-flash (thinking)
小米 · MIT
1349±0.0
1.2K 票votes 1349.000 [1349.0, 1349.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
58 50 - 62
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
3.1K 票votes 1340.000 [1340.0, 1340.0] 12.00 · 不稳Volatile $1.75 / $14 400K
59 52 - 62
gpt-5.1-codex
OpenAI · Proprietary
1337±0.0
6.2K 票votes 1337.000 [1337.0, 1337.0] 10.00 · 波动Unstable $1.25 / $10 400K
60 52 - 62
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
10.0K 票votes 1336.000 [1336.0, 1336.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
61 49 - 70
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±0.0
251 票votes 1316.000 [1316.0, 1316.0] 21.00 · 不稳Volatile $0.14 / $1 262.1K
62 59 - 67
minimax-m2
MiniMax · Apache 2.0
1312±0.0
8.4K 票votes 1312.000 [1312.0, 1312.0] 8.00 · 波动Unstable $0.26 / $1 204.8K
63 59 - 67
claude-haiku-4-5-20251001
Anthropic · Proprietary
1311±0.0
11.7K 票votes 1311.000 [1311.0, 1311.0] 8.00 · 波动Unstable $1 / $5 200K
64 59 - 68
deepseek-v3.2
DeepSeek · MIT
1308±0.0
5.3K 票votes 1308.000 [1308.0, 1308.0] 9.00 · 波动Unstable $0.23 / $0.34 131.1K
65 52 - 73
qwen3.5-flash
阿里巴巴 · Proprietary
1306±0.0
196 票votes 1306.000 [1306.0, 1306.0] 21.00 · 不稳Volatile N/A N/A
66 61 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1295±0.0
4.9K 票votes 1295.000 [1295.0, 1295.0] 8.00 · 波动Unstable $0.27 / $0.41 163.8K
67 63 - 70
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±0.0
10.8K 票votes 1291.000 [1291.0, 1291.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
68 59 - 77
trinity-large-thinking
Arcee AI · Apache 2.0
1273±0.0
197 票votes 1273.000 [1273.0, 1273.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
69 64 - 74
gemini-3.1-flash-lite-preview
Google · Proprietary
1272±0.0
1.2K 票votes 1272.000 [1272.0, 1272.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
70 65 - 74
KAT-Coder-Pro-V1
快手 · Proprietary
1266±0.0
1.9K 票votes 1266.000 [1266.0, 1266.0] 9.00 · 波动Unstable $0.21 / $0.83 256K
71 67 - 77
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±0.0
1.4K 票votes 1247.000 [1247.0, 1247.0] 10.00 · 波动Unstable $0.25 / $2 400K
72 68 - 77
grok-4-1-fast-reasoning
xAI · Proprietary
1244±0.0
5.5K 票votes 1244.000 [1244.0, 1244.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
73 67 - 78
granite-4.1-8b
IBM · Apache 2.0
1231±0.0
228 票votes 1231.000 [1231.0, 1231.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
74 70 - 78
mistral-large-3
Mistral · Apache 2.0
1229±0.0
1.0K 票votes 1229.000 [1229.0, 1229.0] 8.00 · 波动Unstable $0.50 / $1.50 N/A
75 70 - 78
grok-4.1-thinking
xAI · Proprietary
1216±0.0
1.2K 票votes 1216.000 [1216.0, 1216.0] 8.00 · 波动Unstable N/A N/A
76 70 - 78
devstral-2
Mistral · Modified MIT
1215±0.0
1.3K 票votes 1215.000 [1215.0, 1215.0] 8.00 · 波动Unstable N/A N/A
77 73 - 78
gemini-2.5-pro
Google · Proprietary
1211±0.0
3.3K 票votes 1211.000 [1211.0, 1211.0] 5.00 · 波动Unstable $1.25 / $10 1M
78 67 - 80
mercury-2
Inception AI · Proprietary
1207±0.0
100 票votes 1207.000 [1207.0, 1207.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
79 78 - 80
grok-4-fast-reasoning
xAI · Proprietary
1157±0.0
934 票votes 1157.000 [1157.0, 1157.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
80 78 - 80
grok-code-fast-1
xAI · Proprietary
1146±0.0
982 票votes 1146.000 [1146.0, 1146.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
81 81 - 81
devstral-medium-2507
Mistral · Proprietary
1097±0.0
992 票votes 1097.000 [1097.0, 1097.0] 0.00 · 稳定Stable $0.40 / $2 128K
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