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 - 6
claude-opus-4-7
Anthropic · Proprietary
1600±0.0
546 票votes 1600.000 [1600.0, 1600.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7-thinking
Anthropic · Proprietary
1600±0.0
569 票votes 1600.000 [1600.0, 1600.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 10
glm-5.1
智谱 ZAI · MIT
1586±0.0
391 票votes 1586.000 [1586.0, 1586.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
4 1 - 10
claude-opus-4-6-thinking
Anthropic · Proprietary
1565±0.0
922 票votes 1565.000 [1565.0, 1565.0] 9.00 · 波动Unstable $5 / $25 1M
5 1 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1557±0.0
439 票votes 1557.000 [1557.0, 1557.0] 12.00 · 不稳Volatile N/A N/A
6 1 - 13
claude-opus-4-6
Anthropic · Proprietary
1552±0.0
1.1K 票votes 1552.000 [1552.0, 1552.0] 12.00 · 不稳Volatile $5 / $25 1M
7 2 - 16
qwen3.6-max-preview
阿里巴巴 · Proprietary
1534±0.0
252 票votes 1534.000 [1534.0, 1534.0] 14.00 · 不稳Volatile $1.04 / $6.24 262.1K
8 3 - 17
kimi-k2.6
月之暗面 · Modified MIT
1525±0.0
415 票votes 1525.000 [1525.0, 1525.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
9 5 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1518±0.0
1.2K 票votes 1518.000 [1518.0, 1518.0] 11.00 · 波动Unstable $3 / $15 1M
10 5 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1513±0.0
484 票votes 1513.000 [1513.0, 1513.0] 14.00 · 不稳Volatile N/A N/A
11 3 - 21
gemini-3.5-flash
Google · Proprietary
1512±0.0
263 票votes 1512.000 [1512.0, 1512.0] 18.00 · 不稳Volatile $1.50 / $9 1M
12 3 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1510±0.0
166 票votes 1510.000 [1510.0, 1510.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
13 7 - 20
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1495±0.0
2.1K 票votes 1495.000 [1495.0, 1495.0] 13.00 · 不稳Volatile $5 / $25 200K
14 5 - 27
muse-spark
Meta · Proprietary
1494±0.0
174 票votes 1494.000 [1494.0, 1494.0] 22.00 · 不稳Volatile N/A N/A
15 7 - 26
mimo-v2.5-pro
小米 · MIT
1479±0.0
533 票votes 1479.000 [1479.0, 1479.0] 19.00 · 不稳Volatile $1 / $3 1M
16 10 - 25
gemini-3.1-pro-preview
Google · Proprietary
1474±0.0
1.1K 票votes 1474.000 [1474.0, 1474.0] 15.00 · 不稳Volatile $2 / $12 1M
17 7 - 34
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1472±0.0
140 票votes 1472.000 [1472.0, 1472.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
18 9 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1469±0.0
625 票votes 1469.000 [1469.0, 1469.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
19 11 - 26
claude-opus-4-5-20251101
Anthropic · Proprietary
1466±0.0
2.4K 票votes 1466.000 [1466.0, 1466.0] 15.00 · 不稳Volatile $5 / $25 200K
20 10 - 32
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1461±0.0
446 票votes 1461.000 [1461.0, 1461.0] 22.00 · 不稳Volatile N/A N/A
21 13 - 34
mimo-v2-pro
小米 · Proprietary
1446±0.0
782 票votes 1446.000 [1446.0, 1446.0] 21.00 · 不稳Volatile $1 / $3 1M
22 13 - 32
gemini-3-pro
Google · Proprietary
1446±0.0
3.2K 票votes 1446.000 [1446.0, 1446.0] 19.00 · 不稳Volatile $2 / $12 1M
23 12 - 35
deepseek-v4-pro-thinking
DeepSeek · MIT
1445±0.0
429 票votes 1445.000 [1445.0, 1445.0] 23.00 · 不稳Volatile $0.43 / $0.87 1M
24 13 - 34
glm-5
智谱 ZAI · MIT
1440±0.0
914 票votes 1440.000 [1440.0, 1440.0] 21.00 · 不稳Volatile $1 / $3.20 202.8K
25 13 - 43
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1430±0.0
359 票votes 1430.000 [1430.0, 1430.0] 30.00 · 不稳Volatile $1.75 / $14 400K
26 15 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1429±0.0
578 票votes 1429.000 [1429.0, 1429.0] 25.00 · 不稳Volatile $0.75 / $4.50 400K
27 19 - 37
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±0.0
1.3K 票votes 1426.000 [1426.0, 1426.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
28 19 - 37
minimax-m2.5
MiniMax · Modified MIT
1425±0.0
1.2K 票votes 1425.000 [1425.0, 1425.0] 18.00 · 不稳Volatile $0.15 / $1.15 204.8K
29 19 - 40
minimax-m2.7
MiniMax · Modified MIT
1422±0.0
775 票votes 1422.000 [1422.0, 1422.0] 21.00 · 不稳Volatile $0.28 / $1.20 204.8K
30 19 - 40
gemini-3-flash
Google · Proprietary
1417±0.0
2.1K 票votes 1417.000 [1417.0, 1417.0] 21.00 · 不稳Volatile $0.50 / $3 1M
31 17 - 45
mimo-v2.5
小米 · MIT
1416±0.0
393 票votes 1416.000 [1416.0, 1416.0] 28.00 · 不稳Volatile $0.40 / $2 1M
32 21 - 45
glm-4.7
智谱 ZAI · MIT
1408±0.0
867 票votes 1408.000 [1408.0, 1408.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
33 19 - 45
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1405±0.0
410 票votes 1405.000 [1405.0, 1405.0] 26.00 · 不稳Volatile $1.75 / $14 400K
34 21 - 45
gemma-4-31b
Google · Apache 2.0
1396±0.0
390 票votes 1396.000 [1396.0, 1396.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
35 27 - 45
gemini-3-flash (thinking-minimal)
Google · Proprietary
1391±0.0
2.2K 票votes 1391.000 [1391.0, 1391.0] 18.00 · 不稳Volatile $0.50 / $3 1M
36 27 - 45
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±0.0
2.7K 票votes 1390.000 [1390.0, 1390.0] 18.00 · 不稳Volatile $3 / $15 200K
37 27 - 45
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1387±0.0
1.0K 票votes 1387.000 [1387.0, 1387.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
38 30 - 45
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
3.1K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $3 / $15 200K
39 25 - 46
kimi-k2.5-instant
月之暗面 · Modified MIT
1386±0.0
522 票votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $0.40 / $1.90 262.1K
40 24 - 51
grok-4.3
xAI · Proprietary
1384±0.0
323 票votes 1384.000 [1384.0, 1384.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
41 30 - 45
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
1.6K 票votes 1382.000 [1382.0, 1382.0] 15.00 · 不稳Volatile $0.29 / $0.95 204.8K
42 30 - 47
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1378±0.0
813 票votes 1378.000 [1378.0, 1378.0] 17.00 · 不稳Volatile $2 / $6 2M
43 31 - 46
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±0.0
1.7K 票votes 1374.000 [1374.0, 1374.0] 15.00 · 不稳Volatile $15 / $75 200K
44 25 - 58
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±0.0
168 票votes 1365.000 [1365.0, 1365.0] 33.00 · 不稳Volatile N/A N/A
45 31 - 57
gpt-5.2
OpenAI · Proprietary
1353±0.0
302 票votes 1353.000 [1353.0, 1353.0] 26.00 · 不稳Volatile $1.75 / $14 400K
46 40 - 54
deepseek-v3.2-thinking
DeepSeek · MIT
1343±0.0
1.2K 票votes 1343.000 [1343.0, 1343.0] 14.00 · 不稳Volatile $0.25 / $0.38 131.1K
47 43 - 55
glm-4.6
智谱 ZAI · MIT
1339±0.0
1.8K 票votes 1339.000 [1339.0, 1339.0] 12.00 · 不稳Volatile $0.43 / $1.74 202.8K
48 43 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
926 票votes 1336.000 [1336.0, 1336.0] 14.00 · 不稳Volatile $0.20 / $1.56 262.1K
49 43 - 57
gpt-5.1-medium
OpenAI · Proprietary
1334±0.0
1.2K 票votes 1334.000 [1334.0, 1334.0] 14.00 · 不稳Volatile $1.25 / $10 400K
50 43 - 59
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1333±0.0
936 票votes 1333.000 [1333.0, 1333.0] 16.00 · 不稳Volatile $0.26 / $2.08 262.1K
51 44 - 59
gpt-5.2-codex
OpenAI · Proprietary
1327±0.0
1.1K 票votes 1327.000 [1327.0, 1327.0] 15.00 · 不稳Volatile $1.75 / $14 400K
52 44 - 59
mimo-v2-flash (non-thinking)
小米 · MIT
1326±0.0
1.1K 票votes 1326.000 [1326.0, 1326.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
53 45 - 61
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1311±0.0
2.6K 票votes 1311.000 [1311.0, 1311.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
54 44 - 62
gpt-5-medium
OpenAI · Proprietary
1311±0.0
777 票votes 1311.000 [1311.0, 1311.0] 18.00 · 不稳Volatile $1.25 / $10 400K
55 46 - 62
gpt-5.1
OpenAI · Proprietary
1306±0.0
2.2K 票votes 1306.000 [1306.0, 1306.0] 16.00 · 不稳Volatile $1.25 / $10 400K
56 42 - 67
gemma-4-26b-a4b
Google · Apache 2.0
1303±0.0
149 票votes 1303.000 [1303.0, 1303.0] 25.00 · 不稳Volatile N/A N/A
57 50 - 62
deepseek-v3.2
DeepSeek · MIT
1297±0.0
1.6K 票votes 1297.000 [1297.0, 1297.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
58 49 - 64
gpt-5.1-codex
OpenAI · Proprietary
1297±0.0
1.2K 票votes 1297.000 [1297.0, 1297.0] 15.00 · 不稳Volatile $1.25 / $10 400K
59 53 - 63
claude-haiku-4-5-20251001
Anthropic · Proprietary
1291±0.0
3.2K 票votes 1291.000 [1291.0, 1291.0] 10.00 · 波动Unstable $1 / $5 200K
60 53 - 66
deepseek-v3.2-exp
DeepSeek · MIT
1283±0.0
1.1K 票votes 1283.000 [1283.0, 1283.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
61 46 - 67
mimo-v2-flash (thinking)
小米 · MIT
1283±0.0
296 票votes 1283.000 [1283.0, 1283.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
62 58 - 67
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±0.0
2.6K 票votes 1265.000 [1265.0, 1265.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
63 57 - 67
minimax-m2
MiniMax · Apache 2.0
1263±0.0
1.7K 票votes 1263.000 [1263.0, 1263.0] 10.00 · 波动Unstable $0.26 / $1 204.8K
64 59 - 69
gemini-3.1-flash-lite-preview
Google · Proprietary
1247±0.0
1.0K 票votes 1247.000 [1247.0, 1247.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
65 54 - 73
trinity-large-thinking
Arcee AI · Apache 2.0
1241±0.0
179 票votes 1241.000 [1241.0, 1241.0] 19.00 · 不稳Volatile $0.22 / $0.85 262.1K
66 59 - 73
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1227±0.0
232 票votes 1227.000 [1227.0, 1227.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
67 60 - 74
mistral-large-3
Mistral · Apache 2.0
1220±0.0
207 票votes 1220.000 [1220.0, 1220.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
68 64 - 74
KAT-Coder-Pro-V1
快手 · Proprietary
1214±0.0
408 票votes 1214.000 [1214.0, 1214.0] 10.00 · 波动Unstable $0.21 / $0.83 256K
69 65 - 74
grok-4-1-fast-reasoning
xAI · Proprietary
1203±0.0
1.1K 票votes 1203.000 [1203.0, 1203.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
70 65 - 76
gpt-5.1-codex-mini
OpenAI · Proprietary
1186±0.0
320 票votes 1186.000 [1186.0, 1186.0] 11.00 · 波动Unstable $0.25 / $2 400K
71 65 - 76
gemini-2.5-pro
Google · Proprietary
1181±0.0
721 票votes 1181.000 [1181.0, 1181.0] 11.00 · 波动Unstable $1.25 / $10 1M
72 65 - 78
granite-4.1-8b
IBM · Apache 2.0
1174±0.0
213 票votes 1174.000 [1174.0, 1174.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
73 64 - 78
qwen3.5-flash
阿里巴巴 · Proprietary
1173±0.0
150 票votes 1173.000 [1173.0, 1173.0] 14.00 · 不稳Volatile N/A N/A
74 67 - 78
devstral-2
Mistral · Modified MIT
1137±0.0
205 票votes 1137.000 [1137.0, 1137.0] 11.00 · 波动Unstable N/A N/A
75 70 - 78
grok-code-fast-1
xAI · Proprietary
1126±0.0
209 票votes 1126.000 [1126.0, 1126.0] 8.00 · 波动Unstable $0.20 / $1.50 N/A
76 70 - 78
grok-4-fast-reasoning
xAI · Proprietary
1115±0.0
181 票votes 1115.000 [1115.0, 1115.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
77 72 - 78
grok-4.1-thinking
xAI · Proprietary
1093±0.0
236 票votes 1093.000 [1093.0, 1093.0] 6.00 · 波动Unstable N/A N/A
78 72 - 78
devstral-medium-2507
Mistral · Proprietary
1084±0.0
239 票votes 1084.000 [1084.0, 1084.0] 6.00 · 波动Unstable $0.40 / $2 128K
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