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
1606±0.0
931 票votes 1606.000 [1606.0, 1606.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 6
claude-opus-4-7
Anthropic · Proprietary
1591±0.0
919 票votes 1591.000 [1591.0, 1591.0] 5.00 · 波动Unstable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1585±0.0
1.4K 票votes 1585.000 [1585.0, 1585.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 6
claude-opus-4-6
Anthropic · Proprietary
1578±0.0
1.8K 票votes 1578.000 [1578.0, 1578.0] 5.00 · 波动Unstable $5 / $25 1M
5 1 - 10
glm-5.1
智谱 ZAI · MIT
1567±0.0
637 票votes 1567.000 [1567.0, 1567.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
6 2 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1547±0.0
765 票votes 1547.000 [1547.0, 1547.0] 11.00 · 波动Unstable N/A N/A
7 5 - 12
claude-sonnet-4-6
Anthropic · Proprietary
1542±0.0
2.2K 票votes 1542.000 [1542.0, 1542.0] 7.00 · 波动Unstable $3 / $15 1M
8 5 - 15
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1527±0.0
834 票votes 1527.000 [1527.0, 1527.0] 10.00 · 波动Unstable N/A N/A
9 6 - 15
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K 票votes 1523.000 [1523.0, 1523.0] 9.00 · 波动Unstable $5 / $25 200K
10 5 - 20
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1517±0.0
348 票votes 1517.000 [1517.0, 1517.0] 15.00 · 不稳Volatile $2.50 / $15 1.1M
11 5 - 20
muse-spark
Meta · Proprietary
1508±0.0
306 票votes 1508.000 [1508.0, 1508.0] 15.00 · 不稳Volatile N/A N/A
12 6 - 20
qwen3.6-max-preview
阿里巴巴 · Proprietary
1505±0.0
417 票votes 1505.000 [1505.0, 1505.0] 14.00 · 不稳Volatile $1.04 / $6.24 262.1K
13 7 - 20
kimi-k2.6
月之暗面 · Modified MIT
1499±0.0
637 票votes 1499.000 [1499.0, 1499.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
14 8 - 20
mimo-v2.5-pro
小米 · MIT
1494±0.0
859 票votes 1494.000 [1494.0, 1494.0] 12.00 · 不稳Volatile $1 / $3 1M
15 8 - 29
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 票votes 1482.000 [1482.0, 1482.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
16 10 - 20
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±0.0
3.6K 票votes 1480.000 [1480.0, 1480.0] 10.00 · 波动Unstable $5 / $25 200K
17 10 - 21
gemini-3.1-pro-preview
Google · Proprietary
1480±0.0
2.0K 票votes 1480.000 [1480.0, 1480.0] 11.00 · 波动Unstable $2 / $12 1M
18 10 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1477±0.0
750 票votes 1477.000 [1477.0, 1477.0] 15.00 · 不稳Volatile N/A N/A
19 10 - 26
qwen3.6-plus
阿里巴巴 · Proprietary
1469±0.0
1.0K 票votes 1469.000 [1469.0, 1469.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
20 17 - 30
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
21 17 - 30
gemini-3-pro
Google · Proprietary
1451±0.0
4.3K 票votes 1451.000 [1451.0, 1451.0] 13.00 · 不稳Volatile $2 / $12 1M
22 10 - 36
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
23 16 - 34
deepseek-v4-pro-thinking
DeepSeek · MIT
1444±0.0
649 票votes 1444.000 [1444.0, 1444.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
24 17 - 36
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1439±0.0
665 票votes 1439.000 [1439.0, 1439.0] 19.00 · 不稳Volatile $1.75 / $14 400K
25 17 - 36
mimo-v2.5
小米 · MIT
1437±0.0
646 票votes 1437.000 [1437.0, 1437.0] 19.00 · 不稳Volatile $0.40 / $2 1M
26 18 - 34
glm-5
智谱 ZAI · MIT
1436±0.0
1.4K 票votes 1436.000 [1436.0, 1436.0] 16.00 · 不稳Volatile $1 / $3.20 202.8K
27 19 - 36
glm-4.7
智谱 ZAI · MIT
1430±0.0
1.2K 票votes 1430.000 [1430.0, 1430.0] 17.00 · 不稳Volatile $0.40 / $1.75 202.8K
28 19 - 36
mimo-v2-pro
小米 · Proprietary
1429±0.0
1.3K 票votes 1429.000 [1429.0, 1429.0] 17.00 · 不稳Volatile $1 / $3 1M
29 19 - 36
gpt-5.4-mini-high
OpenAI · Proprietary
1428±0.0
962 票votes 1428.000 [1428.0, 1428.0] 17.00 · 不稳Volatile $0.75 / $4.50 400K
30 22 - 36
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±0.0
2.2K 票votes 1425.000 [1425.0, 1425.0] 14.00 · 不稳Volatile $0.60 / $3 N/A
31 20 - 41
gpt-5-medium
OpenAI · Proprietary
1424±0.0
1.1K 票votes 1424.000 [1424.0, 1424.0] 21.00 · 不稳Volatile $1.25 / $10 400K
32 22 - 44
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K 票votes 1410.000 [1410.0, 1410.0] 22.00 · 不稳Volatile $15 / $75 200K
33 22 - 46
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1408±0.0
710 票votes 1408.000 [1408.0, 1408.0] 24.00 · 不稳Volatile $1.75 / $14 400K
34 22 - 46
kimi-k2.5-instant
月之暗面 · Modified MIT
1401±0.0
828 票votes 1401.000 [1401.0, 1401.0] 24.00 · 不稳Volatile $0.40 / $1.90 262.1K
35 24 - 46
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
36 24 - 46
minimax-m2.7
MiniMax · Modified MIT
1400±0.0
1.1K 票votes 1400.000 [1400.0, 1400.0] 22.00 · 不稳Volatile $0.28 / $1.20 204.8K
37 31 - 46
gemini-3-flash (thinking-minimal)
Google · Proprietary
1397±0.0
3.5K 票votes 1397.000 [1397.0, 1397.0] 15.00 · 不稳Volatile $0.50 / $3 1M
38 31 - 46
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K 票votes 1393.000 [1393.0, 1393.0] 15.00 · 不稳Volatile $3 / $15 200K
39 31 - 46
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1389±0.0
1.3K 票votes 1389.000 [1389.0, 1389.0] 15.00 · 不稳Volatile $2 / $6 2M
40 32 - 46
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
41 32 - 46
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1385±0.0
2.0K 票votes 1385.000 [1385.0, 1385.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
42 33 - 48
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K 票votes 1380.000 [1380.0, 1380.0] 15.00 · 不稳Volatile $0.29 / $0.95 204.8K
43 32 - 53
grok-4.3
xAI · Proprietary
1376±0.0
550 票votes 1376.000 [1376.0, 1376.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
44 33 - 50
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
45 31 - 55
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1370±0.0
311 票votes 1370.000 [1370.0, 1370.0] 24.00 · 不稳Volatile N/A N/A
46 31 - 55
gemma-4-26b-a4b
Google · Apache 2.0
1366±0.0
238 票votes 1366.000 [1366.0, 1366.0] 24.00 · 不稳Volatile N/A N/A
47 42 - 54
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
48 42 - 54
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1354±0.0
1.6K 票votes 1354.000 [1354.0, 1354.0] 12.00 · 不稳Volatile $0.26 / $2.08 262.1K
49 44 - 55
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
50 44 - 55
deepseek-v3.2-thinking
DeepSeek · MIT
1346±0.0
1.8K 票votes 1346.000 [1346.0, 1346.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
51 43 - 55
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 43 - 58
gemma-4-31b
Google · Apache 2.0
1336±0.0
585 票votes 1336.000 [1336.0, 1336.0] 15.00 · 不稳Volatile $0.14 / $0.40 262.1K
53 44 - 56
qwen3.5-27b
阿里巴巴 · Apache 2.0
1335±0.0
1.5K 票votes 1335.000 [1335.0, 1335.0] 12.00 · 不稳Volatile $0.20 / $1.56 262.1K
54 45 - 56
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K 票votes 1333.000 [1333.0, 1333.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
55 47 - 60
gpt-5.2-codex
OpenAI · Proprietary
1321±0.0
1.7K 票votes 1321.000 [1321.0, 1321.0] 13.00 · 不稳Volatile $1.75 / $14 400K
56 52 - 60
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1313±0.0
3.7K 票votes 1313.000 [1313.0, 1313.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
57 54 - 62
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.4K 票votes 1300.000 [1300.0, 1300.0] 8.00 · 波动Unstable $0.25 / $0.38 131.1K
58 55 - 62
claude-haiku-4-5-20251001
Anthropic · Proprietary
1298±0.0
4.7K 票votes 1298.000 [1298.0, 1298.0] 7.00 · 波动Unstable $1 / $5 200K
59 54 - 69
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
470 票votes 1284.000 [1284.0, 1284.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
60 57 - 66
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
61 57 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
1.4K 票votes 1274.000 [1274.0, 1274.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
62 55 - 73
trinity-large-thinking
Arcee AI · Apache 2.0
1267±0.0
282 票votes 1267.000 [1267.0, 1267.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
63 59 - 70
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] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
64 60 - 73
gemini-3.1-flash-lite-preview
Google · Proprietary
1249±0.0
1.7K 票votes 1249.000 [1249.0, 1249.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
65 59 - 74
gpt-5.1-codex-mini
OpenAI · Proprietary
1243±0.0
407 票votes 1243.000 [1243.0, 1243.0] 15.00 · 不稳Volatile $0.25 / $2 400K
66 62 - 73
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
67 60 - 74
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
68 59 - 76
grok-4.1-thinking
xAI · Proprietary
1236±0.0
333 票votes 1236.000 [1236.0, 1236.0] 17.00 · 不稳Volatile N/A N/A
69 60 - 76
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
422 票votes 1232.000 [1232.0, 1232.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
70 59 - 76
granite-4.1-8b
IBM · Apache 2.0
1227±0.0
287 票votes 1227.000 [1227.0, 1227.0] 17.00 · 不稳Volatile $0.05 / $0.10 131.1K
71 63 - 76
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
72 63 - 76
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
319 票votes 1203.000 [1203.0, 1203.0] 13.00 · 不稳Volatile N/A N/A
73 66 - 76
gemini-2.5-pro
Google · Proprietary
1199±0.0
862 票votes 1199.000 [1199.0, 1199.0] 10.00 · 波动Unstable $1.25 / $10 1M
74 63 - 77
mercury-2
Inception AI · Proprietary
1189±0.0
212 票votes 1189.000 [1189.0, 1189.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
75 68 - 77
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
76 68 - 78
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
77 74 - 78
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
78 76 - 78
devstral-medium-2507
Mistral · Proprietary
1080±0.0
286 票votes 1080.000 [1080.0, 1080.0] 2.00 · 稳定Stable $0.40 / $2 128K
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