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
1597±0.0
1.4K 票votes 1597.000 [1597.0, 1597.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-4-7
Anthropic · Proprietary
1590±0.0
1.3K 票votes 1590.000 [1590.0, 1590.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 7
claude-opus-4-6-thinking
Anthropic · Proprietary
1579±0.0
1.8K 票votes 1579.000 [1579.0, 1579.0] 6.00 · 波动Unstable $5 / $25 1M
4 1 - 9
claude-opus-4-6
Anthropic · Proprietary
1569±0.0
2.2K 票votes 1569.000 [1569.0, 1569.0] 8.00 · 波动Unstable $5 / $25 1M
5 1 - 12
glm-5.1
智谱 ZAI · MIT
1567±0.0
638 票votes 1567.000 [1567.0, 1567.0] 11.00 · 波动Unstable $1.40 / $4.40 202.8K
6 3 - 14
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1546±0.0
1.2K 票votes 1546.000 [1546.0, 1546.0] 11.00 · 波动Unstable N/A N/A
7 5 - 14
claude-sonnet-4-6
Anthropic · Proprietary
1542±0.0
2.6K 票votes 1542.000 [1542.0, 1542.0] 9.00 · 波动Unstable $3 / $15 1M
8 3 - 17
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1538±0.0
493 票votes 1538.000 [1538.0, 1538.0] 14.00 · 不稳Volatile $1.25 / $3.75 1M
9 4 - 19
gemini-3.5-flash
Google · Proprietary
1528±0.0
550 票votes 1528.000 [1528.0, 1528.0] 15.00 · 不稳Volatile $1.50 / $9 1M
10 4 - 19
minimax-m3
MiniMax · Proprietary
1528±0.0
312 票votes 1528.000 [1528.0, 1528.0] 15.00 · 不稳Volatile $0.60 / $2.40 N/A
11 5 - 17
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1527±0.0
1.2K 票votes 1527.000 [1527.0, 1527.0] 12.00 · 不稳Volatile N/A N/A
12 6 - 17
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K 票votes 1523.000 [1523.0, 1523.0] 11.00 · 波动Unstable $5 / $25 200K
13 5 - 23
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±0.0
349 票votes 1518.000 [1518.0, 1518.0] 18.00 · 不稳Volatile $2.50 / $15 1.1M
14 6 - 24
muse-spark
Meta · Proprietary
1503±0.0
305 票votes 1503.000 [1503.0, 1503.0] 18.00 · 不稳Volatile N/A N/A
15 8 - 23
kimi-k2.6
月之暗面 · Modified MIT
1500±0.0
966 票votes 1500.000 [1500.0, 1500.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
16 8 - 23
qwen3.6-max-preview
阿里巴巴 · Proprietary
1500±0.0
555 票votes 1500.000 [1500.0, 1500.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
17 11 - 24
mimo-v2.5-pro
小米 · MIT
1488±0.0
1.2K 票votes 1488.000 [1488.0, 1488.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
18 11 - 24
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1484±0.0
1.1K 票votes 1484.000 [1484.0, 1484.0] 13.00 · 不稳Volatile N/A N/A
19 8 - 30
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 票votes 1482.000 [1482.0, 1482.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
20 13 - 24
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±0.0
3.6K 票votes 1480.000 [1480.0, 1480.0] 11.00 · 波动Unstable $5 / $25 200K
21 13 - 24
gemini-3.1-pro-preview
Google · Proprietary
1479±0.0
2.4K 票votes 1479.000 [1479.0, 1479.0] 11.00 · 波动Unstable $2 / $12 1M
22 13 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1471±0.0
1.4K 票votes 1471.000 [1471.0, 1471.0] 14.00 · 不稳Volatile $0.33 / $1.95 1M
23 21 - 32
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K 票votes 1452.000 [1452.0, 1452.0] 11.00 · 波动Unstable $0.50 / $3 1M
24 21 - 32
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K 票votes 1452.000 [1452.0, 1452.0] 11.00 · 波动Unstable $2 / $12 1M
25 16 - 34
deepseek-v4-pro-thinking
DeepSeek · MIT
1451±0.0
1.0K 票votes 1451.000 [1451.0, 1451.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
26 13 - 38
gpt-5.2
OpenAI · Proprietary
1447±0.0
341 票votes 1447.000 [1447.0, 1447.0] 25.00 · 不稳Volatile $1.75 / $14 400K
27 21 - 38
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
666 票votes 1440.000 [1440.0, 1440.0] 17.00 · 不稳Volatile $1.75 / $14 400K
28 22 - 37
glm-5
智谱 ZAI · MIT
1437±0.0
1.4K 票votes 1437.000 [1437.0, 1437.0] 15.00 · 不稳Volatile $1 / $3.20 202.8K
29 22 - 38
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 22 - 38
glm-4.7
智谱 ZAI · MIT
1430±0.0
1.2K 票votes 1430.000 [1430.0, 1430.0] 16.00 · 不稳Volatile $0.40 / $1.75 202.8K
31 25 - 38
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±0.0
2.5K 票votes 1427.000 [1427.0, 1427.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
32 23 - 38
gpt-5.4-mini-high
OpenAI · Proprietary
1427±0.0
1.3K 票votes 1427.000 [1427.0, 1427.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
33 23 - 42
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 - 43
mimo-v2.5
小米 · MIT
1419±0.0
1.1K 票votes 1419.000 [1419.0, 1419.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
35 26 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K 票votes 1410.000 [1410.0, 1410.0] 19.00 · 不稳Volatile $15 / $75 200K
36 26 - 49
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
710 票votes 1407.000 [1407.0, 1407.0] 23.00 · 不稳Volatile $1.75 / $14 400K
37 26 - 49
kimi-k2.5-instant
月之暗面 · Modified MIT
1401±0.0
830 票votes 1401.000 [1401.0, 1401.0] 23.00 · 不稳Volatile $0.40 / $1.90 262.1K
38 27 - 48
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K 票votes 1401.000 [1401.0, 1401.0] 21.00 · 不稳Volatile $1.25 / $10 400K
39 33 - 48
gemini-3-flash (thinking-minimal)
Google · Proprietary
1396±0.0
3.9K 票votes 1396.000 [1396.0, 1396.0] 15.00 · 不稳Volatile $0.50 / $3 1M
40 33 - 49
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K 票votes 1393.000 [1393.0, 1393.0] 16.00 · 不稳Volatile $3 / $15 200K
41 34 - 49
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1390±0.0
2.4K 票votes 1390.000 [1390.0, 1390.0] 15.00 · 不稳Volatile $0.39 / $2.34 262.1K
42 33 - 49
minimax-m2.7
MiniMax · Modified MIT
1388±0.0
1.5K 票votes 1388.000 [1388.0, 1388.0] 16.00 · 不稳Volatile $0.28 / $1.20 204.8K
43 35 - 49
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
44 36 - 52
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1380±0.0
1.7K 票votes 1380.000 [1380.0, 1380.0] 16.00 · 不稳Volatile $2 / $6 2M
45 36 - 52
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
46 36 - 54
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K 票votes 1375.000 [1375.0, 1375.0] 18.00 · 不稳Volatile $0.15 / $1.15 204.8K
47 33 - 58
gemma-4-26b-a4b
Google · Apache 2.0
1366±0.0
238 票votes 1366.000 [1366.0, 1366.0] 25.00 · 不稳Volatile N/A N/A
48 35 - 58
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±0.0
313 票votes 1365.000 [1365.0, 1365.0] 23.00 · 不稳Volatile N/A N/A
49 38 - 57
grok-4.3
xAI · Proprietary
1364±0.0
962 票votes 1364.000 [1364.0, 1364.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
50 44 - 57
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K 票votes 1354.000 [1354.0, 1354.0] 13.00 · 不稳Volatile $1.25 / $10 400K
51 44 - 57
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 13.00 · 不稳Volatile $0.26 / $2.08 262.1K
52 44 - 58
gemma-4-31b
Google · Apache 2.0
1347±0.0
839 票votes 1347.000 [1347.0, 1347.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
53 46 - 58
gpt-5.1-codex
OpenAI · Proprietary
1347±0.0
1.7K 票votes 1347.000 [1347.0, 1347.0] 12.00 · 不稳Volatile $1.25 / $10 400K
54 46 - 58
deepseek-v3.2-thinking
DeepSeek · MIT
1346±0.0
1.8K 票votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $0.23 / $0.34 131.1K
55 47 - 58
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
56 47 - 59
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
57 47 - 59
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
58 50 - 62
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
59 56 - 63
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1314±0.0
3.7K 票votes 1314.000 [1314.0, 1314.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
60 58 - 65
claude-haiku-4-5-20251001
Anthropic · Proprietary
1301±0.0
5.1K 票votes 1301.000 [1301.0, 1301.0] 7.00 · 波动Unstable $1 / $5 200K
61 58 - 65
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.4K 票votes 1300.000 [1300.0, 1300.0] 7.00 · 波动Unstable $0.23 / $0.34 131.1K
62 58 - 71
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
63 60 - 69
minimax-m2
MiniMax · Apache 2.0
1281±0.0
2.3K 票votes 1281.000 [1281.0, 1281.0] 9.00 · 波动Unstable $0.26 / $1 204.8K
64 60 - 71
deepseek-v3.2-exp
DeepSeek · MIT
1275±0.0
1.4K 票votes 1275.000 [1275.0, 1275.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
65 59 - 76
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
66 62 - 72
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±0.0
3.7K 票votes 1265.000 [1265.0, 1265.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
67 62 - 75
gemini-3.1-flash-lite-preview
Google · Proprietary
1252±0.0
2.2K 票votes 1252.000 [1252.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
68 62 - 77
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
69 64 - 76
grok-4-1-fast-reasoning
xAI · Proprietary
1239±0.0
1.6K 票votes 1239.000 [1239.0, 1239.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
70 63 - 77
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
71 62 - 79
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
72 63 - 79
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
424 票votes 1232.000 [1232.0, 1232.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
73 66 - 79
granite-4.1-8b
IBM · Apache 2.0
1214±0.0
395 票votes 1214.000 [1214.0, 1214.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
74 66 - 79
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
75 66 - 79
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
76 69 - 79
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
77 67 - 80
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
78 71 - 80
devstral-2
Mistral · Modified MIT
1167±0.0
330 票votes 1167.000 [1167.0, 1167.0] 9.00 · 波动Unstable N/A N/A
79 71 - 81
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
80 77 - 81
grok-code-fast-1
xAI · Proprietary
1120±0.0
259 票votes 1120.000 [1120.0, 1120.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
81 79 - 81
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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