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 - 5
claude-opus-4-7-thinking
Anthropic · Proprietary
1599±0.0
1.2K 票votes 1599.000 [1599.0, 1599.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 6
claude-opus-4-7
Anthropic · Proprietary
1590±0.0
1.1K 票votes 1590.000 [1590.0, 1590.0] 5.00 · 波动Unstable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1580±0.0
1.6K 票votes 1580.000 [1580.0, 1580.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 8
claude-opus-4-6
Anthropic · Proprietary
1570±0.0
2.1K 票votes 1570.000 [1570.0, 1570.0] 7.00 · 波动Unstable $5 / $25 1M
5 1 - 11
glm-5.1
智谱 ZAI · MIT
1568±0.0
639 票votes 1568.000 [1568.0, 1568.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
6 2 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1551±0.0
977 票votes 1551.000 [1551.0, 1551.0] 11.00 · 波动Unstable N/A N/A
7 5 - 14
claude-sonnet-4-6
Anthropic · Proprietary
1542±0.0
2.4K 票votes 1542.000 [1542.0, 1542.0] 9.00 · 波动Unstable $3 / $15 1M
8 4 - 17
gemini-3.5-flash
Google · Proprietary
1529±0.0
550 票votes 1529.000 [1529.0, 1529.0] 13.00 · 不稳Volatile $1.50 / $9 1M
9 5 - 17
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1526±0.0
1.0K 票votes 1526.000 [1526.0, 1526.0] 12.00 · 不稳Volatile N/A N/A
10 4 - 20
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1525±0.0
323 票votes 1525.000 [1525.0, 1525.0] 16.00 · 不稳Volatile N/A N/A
11 6 - 16
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K 票votes 1523.000 [1523.0, 1523.0] 10.00 · 波动Unstable $5 / $25 200K
12 5 - 22
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±0.0
349 票votes 1518.000 [1518.0, 1518.0] 17.00 · 不稳Volatile $2.50 / $15 1.1M
13 6 - 23
muse-spark
Meta · Proprietary
1504±0.0
305 票votes 1504.000 [1504.0, 1504.0] 17.00 · 不稳Volatile N/A N/A
14 7 - 23
qwen3.6-max-preview
阿里巴巴 · Proprietary
1502±0.0
551 票votes 1502.000 [1502.0, 1502.0] 16.00 · 不稳Volatile $1.04 / $6.24 262.1K
15 8 - 23
kimi-k2.6
月之暗面 · Modified MIT
1498±0.0
808 票votes 1498.000 [1498.0, 1498.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
16 9 - 23
mimo-v2.5-pro
小米 · MIT
1488±0.0
1.1K 票votes 1488.000 [1488.0, 1488.0] 14.00 · 不稳Volatile $1 / $3 1M
17 8 - 31
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1481±0.0
285 票votes 1481.000 [1481.0, 1481.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
18 11 - 23
gemini-3.1-pro-preview
Google · Proprietary
1480±0.0
2.2K 票votes 1480.000 [1480.0, 1480.0] 12.00 · 不稳Volatile $2 / $12 1M
19 11 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±0.0
3.6K 票votes 1480.000 [1480.0, 1480.0] 12.00 · 不稳Volatile $5 / $25 200K
20 11 - 26
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1478±0.0
943 票votes 1478.000 [1478.0, 1478.0] 15.00 · 不稳Volatile N/A N/A
21 12 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1468±0.0
1.2K 票votes 1468.000 [1468.0, 1468.0] 15.00 · 不稳Volatile $0.33 / $1.95 1M
22 13 - 33
deepseek-v4-pro-thinking
DeepSeek · MIT
1455±0.0
829 票votes 1455.000 [1455.0, 1455.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
23 19 - 32
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K 票votes 1452.000 [1452.0, 1452.0] 13.00 · 不稳Volatile $0.50 / $3 1M
24 19 - 32
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K 票votes 1452.000 [1452.0, 1452.0] 13.00 · 不稳Volatile $2 / $12 1M
25 12 - 38
gpt-5.2
OpenAI · Proprietary
1445±0.0
342 票votes 1445.000 [1445.0, 1445.0] 26.00 · 不稳Volatile $1.75 / $14 400K
26 19 - 37
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
666 票votes 1440.000 [1440.0, 1440.0] 18.00 · 不稳Volatile $1.75 / $14 400K
27 20 - 35
glm-5
智谱 ZAI · MIT
1436±0.0
1.4K 票votes 1436.000 [1436.0, 1436.0] 15.00 · 不稳Volatile $1 / $3.20 202.8K
28 21 - 37
gpt-5.4-mini-high
OpenAI · Proprietary
1432±0.0
1.1K 票votes 1432.000 [1432.0, 1432.0] 16.00 · 不稳Volatile $0.75 / $4.50 400K
29 21 - 37
mimo-v2-pro
小米 · Proprietary
1431±0.0
1.4K 票votes 1431.000 [1431.0, 1431.0] 16.00 · 不稳Volatile $1 / $3 1M
30 21 - 38
glm-4.7
智谱 ZAI · MIT
1429±0.0
1.2K 票votes 1429.000 [1429.0, 1429.0] 17.00 · 不稳Volatile $0.40 / $1.75 202.8K
31 24 - 37
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±0.0
2.4K 票votes 1426.000 [1426.0, 1426.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
32 21 - 40
mimo-v2.5
小米 · MIT
1425±0.0
855 票votes 1425.000 [1425.0, 1425.0] 19.00 · 不稳Volatile $0.40 / $2 1M
33 22 - 41
gpt-5-medium
OpenAI · Proprietary
1423±0.0
1.1K 票votes 1423.000 [1423.0, 1423.0] 19.00 · 不稳Volatile $1.25 / $10 400K
34 25 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K 票votes 1410.000 [1410.0, 1410.0] 20.00 · 不稳Volatile $15 / $75 200K
35 25 - 48
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
709 票votes 1407.000 [1407.0, 1407.0] 23.00 · 不稳Volatile $1.75 / $14 400K
36 26 - 48
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K 票votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $1.25 / $10 400K
37 26 - 48
kimi-k2.5-instant
月之暗面 · Modified MIT
1400±0.0
827 票votes 1400.000 [1400.0, 1400.0] 22.00 · 不稳Volatile $0.40 / $1.90 262.1K
38 32 - 48
gemini-3-flash (thinking-minimal)
Google · Proprietary
1396±0.0
3.7K 票votes 1396.000 [1396.0, 1396.0] 16.00 · 不稳Volatile $0.50 / $3 1M
39 30 - 48
minimax-m2.7
MiniMax · Modified MIT
1396±0.0
1.3K 票votes 1396.000 [1396.0, 1396.0] 18.00 · 不稳Volatile $0.28 / $1.20 204.8K
40 33 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±0.0
4.0K 票votes 1392.000 [1392.0, 1392.0] 15.00 · 不稳Volatile $3 / $15 200K
41 34 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
2.2K 票votes 1389.000 [1389.0, 1389.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
42 34 - 48
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K 票votes 1386.000 [1386.0, 1386.0] 14.00 · 不稳Volatile $3 / $15 200K
43 34 - 48
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1385±0.0
1.5K 票votes 1385.000 [1385.0, 1385.0] 14.00 · 不稳Volatile $2 / $6 2M
44 35 - 51
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K 票votes 1380.000 [1380.0, 1380.0] 16.00 · 不稳Volatile $0.29 / $0.95 204.8K
45 35 - 52
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K 票votes 1375.000 [1375.0, 1375.0] 17.00 · 不稳Volatile $0.15 / $1.15 204.8K
46 35 - 56
grok-4.3
xAI · Proprietary
1369±0.0
763 票votes 1369.000 [1369.0, 1369.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
47 34 - 57
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1368±0.0
313 票votes 1368.000 [1368.0, 1368.0] 23.00 · 不稳Volatile N/A N/A
48 32 - 57
gemma-4-26b-a4b
Google · Apache 2.0
1364±0.0
237 票votes 1364.000 [1364.0, 1364.0] 25.00 · 不稳Volatile N/A N/A
49 44 - 56
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K 票votes 1354.000 [1354.0, 1354.0] 12.00 · 不稳Volatile $1.25 / $10 400K
50 44 - 56
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1353±0.0
1.8K 票votes 1353.000 [1353.0, 1353.0] 12.00 · 不稳Volatile $0.26 / $2.08 262.1K
51 45 - 57
gpt-5.1-codex
OpenAI · Proprietary
1346±0.0
1.7K 票votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $1.25 / $10 400K
52 46 - 57
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K 票votes 1346.000 [1346.0, 1346.0] 11.00 · 波动Unstable $0.43 / $1.74 202.8K
53 46 - 57
deepseek-v3.2-thinking
DeepSeek · MIT
1345±0.0
1.8K 票votes 1345.000 [1345.0, 1345.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
54 44 - 58
gemma-4-31b
Google · Apache 2.0
1343±0.0
731 票votes 1343.000 [1343.0, 1343.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
55 46 - 58
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
1.6K 票votes 1336.000 [1336.0, 1336.0] 12.00 · 不稳Volatile $0.20 / $1.56 262.1K
56 46 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K 票votes 1333.000 [1333.0, 1333.0] 12.00 · 不稳Volatile $0.10 / $0.30 262.1K
57 49 - 61
gpt-5.2-codex
OpenAI · Proprietary
1321±0.0
1.7K 票votes 1321.000 [1321.0, 1321.0] 12.00 · 不稳Volatile $1.75 / $14 400K
58 54 - 62
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1314±0.0
3.7K 票votes 1314.000 [1314.0, 1314.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
59 57 - 64
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.3K 票votes 1300.000 [1300.0, 1300.0] 7.00 · 波动Unstable $0.25 / $0.38 131.1K
60 57 - 64
claude-haiku-4-5-20251001
Anthropic · Proprietary
1299±0.0
4.9K 票votes 1299.000 [1299.0, 1299.0] 7.00 · 波动Unstable $1 / $5 200K
61 57 - 70
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
470 票votes 1284.000 [1284.0, 1284.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
62 59 - 68
minimax-m2
MiniMax · Apache 2.0
1280±0.0
2.3K 票votes 1280.000 [1280.0, 1280.0] 9.00 · 波动Unstable $0.26 / $1 204.8K
63 59 - 70
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
1.4K 票votes 1274.000 [1274.0, 1274.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
64 58 - 75
trinity-large-thinking
Arcee AI · Apache 2.0
1265±0.0
281 票votes 1265.000 [1265.0, 1265.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
65 61 - 71
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±0.0
3.7K 票votes 1264.000 [1264.0, 1264.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
66 61 - 74
gemini-3.1-flash-lite-preview
Google · Proprietary
1252±0.0
2.0K 票votes 1252.000 [1252.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
67 61 - 76
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±0.0
408 票votes 1244.000 [1244.0, 1244.0] 15.00 · 不稳Volatile $0.25 / $2 400K
68 64 - 75
grok-4-1-fast-reasoning
xAI · Proprietary
1239±0.0
1.6K 票votes 1239.000 [1239.0, 1239.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
69 62 - 76
KAT-Coder-Pro-V1
快手 · Proprietary
1238±0.0
614 票votes 1238.000 [1238.0, 1238.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
70 61 - 78
grok-4.1-thinking
xAI · Proprietary
1237±0.0
333 票votes 1237.000 [1237.0, 1237.0] 17.00 · 不稳Volatile N/A N/A
71 62 - 78
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1231±0.0
424 票votes 1231.000 [1231.0, 1231.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
72 65 - 78
granite-4.1-8b
IBM · Apache 2.0
1213±0.0
397 票votes 1213.000 [1213.0, 1213.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
73 65 - 78
mistral-large-3
Mistral · Apache 2.0
1208±0.0
269 票votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
74 65 - 78
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
320 票votes 1203.000 [1203.0, 1203.0] 13.00 · 不稳Volatile N/A N/A
75 68 - 78
gemini-2.5-pro
Google · Proprietary
1200±0.0
862 票votes 1200.000 [1200.0, 1200.0] 10.00 · 波动Unstable $1.25 / $10 1M
76 66 - 79
mercury-2
Inception AI · Proprietary
1187±0.0
211 票votes 1187.000 [1187.0, 1187.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
77 70 - 79
devstral-2
Mistral · Modified MIT
1166±0.0
330 票votes 1166.000 [1166.0, 1166.0] 9.00 · 波动Unstable N/A N/A
78 70 - 80
grok-4-fast-reasoning
xAI · Proprietary
1160±0.0
212 票votes 1160.000 [1160.0, 1160.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
79 76 - 80
grok-code-fast-1
xAI · Proprietary
1119±0.0
259 票votes 1119.000 [1119.0, 1119.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
80 78 - 80
devstral-medium-2507
Mistral · Proprietary
1078±0.0
285 票votes 1078.000 [1078.0, 1078.0] 2.00 · 稳定Stable $0.40 / $2 128K
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