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-thinking
Anthropic · Proprietary
1597±0.0
774 票votes 1597.000 [1597.0, 1597.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 8
glm-5.1
智谱 ZAI · MIT
1586±0.0
389 票votes 1586.000 [1586.0, 1586.0] 7.00 · 波动Unstable $1.40 / $4.40 202.8K
🥉 1 - 13
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1573±0.0
279 票votes 1573.000 [1573.0, 1573.0] 12.00 · 不稳Volatile $1.25 / $3.75 1M
4 1 - 13
claude-opus-4-6-thinking
Anthropic · Proprietary
1559±0.0
1.1K 票votes 1559.000 [1559.0, 1559.0] 12.00 · 不稳Volatile $5 / $25 1M
5 1 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1548±0.0
630 票votes 1548.000 [1548.0, 1548.0] 12.00 · 不稳Volatile N/A N/A
6 2 - 16
qwen3.6-max-preview
阿里巴巴 · Proprietary
1531±0.0
292 票votes 1531.000 [1531.0, 1531.0] 14.00 · 不稳Volatile $1.04 / $6.24 262.1K
7 1 - 19
minimax-m3
MiniMax · Proprietary
1529±0.0
185 票votes 1529.000 [1529.0, 1529.0] 18.00 · 不稳Volatile $0.60 / $2.40 N/A
8 3 - 15
kimi-k2.6
月之暗面 · Modified MIT
1525±0.0
583 票votes 1525.000 [1525.0, 1525.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
9 3 - 14
claude-sonnet-4-6
Anthropic · Proprietary
1523±0.0
1.5K 票votes 1523.000 [1523.0, 1523.0] 11.00 · 波动Unstable $3 / $15 1M
10 3 - 18
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1515±0.0
648 票votes 1515.000 [1515.0, 1515.0] 15.00 · 不稳Volatile N/A N/A
11 2 - 23
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1511±0.0
166 票votes 1511.000 [1511.0, 1511.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
12 3 - 19
gemini-3.5-flash
Google · Proprietary
1508±0.0
280 票votes 1508.000 [1508.0, 1508.0] 16.00 · 不稳Volatile $1.50 / $9 1M
13 3 - 23
muse-spark
Meta · Proprietary
1495±0.0
173 票votes 1495.000 [1495.0, 1495.0] 20.00 · 不稳Volatile N/A N/A
14 6 - 19
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±0.0
2.1K 票votes 1494.000 [1494.0, 1494.0] 13.00 · 不稳Volatile $5 / $25 200K
15 7 - 23
mimo-v2.5-pro
小米 · MIT
1475±0.0
681 票votes 1475.000 [1475.0, 1475.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
16 8 - 23
qwen3.6-plus
阿里巴巴 · Proprietary
1475±0.0
784 票votes 1475.000 [1475.0, 1475.0] 15.00 · 不稳Volatile $0.33 / $1.95 1M
17 10 - 23
gemini-3.1-pro-preview
Google · Proprietary
1472±0.0
1.3K 票votes 1472.000 [1472.0, 1472.0] 13.00 · 不稳Volatile $2 / $12 1M
18 9 - 23
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1469±0.0
666 票votes 1469.000 [1469.0, 1469.0] 14.00 · 不稳Volatile N/A N/A
19 9 - 27
deepseek-v4-pro-thinking
DeepSeek · MIT
1466±0.0
599 票votes 1466.000 [1466.0, 1466.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
20 13 - 28
gemini-3-pro
Google · Proprietary
1446±0.0
3.2K 票votes 1446.000 [1446.0, 1446.0] 15.00 · 不稳Volatile $2 / $12 1M
21 13 - 30
mimo-v2-pro
小米 · Proprietary
1446±0.0
846 票votes 1446.000 [1446.0, 1446.0] 17.00 · 不稳Volatile $1 / $3 1M
22 13 - 31
glm-5
智谱 ZAI · MIT
1441±0.0
917 票votes 1441.000 [1441.0, 1441.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
23 13 - 39
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1430±0.0
359 票votes 1430.000 [1430.0, 1430.0] 26.00 · 不稳Volatile $1.75 / $14 400K
24 19 - 35
minimax-m2.5
MiniMax · Modified MIT
1424±0.0
1.2K 票votes 1424.000 [1424.0, 1424.0] 16.00 · 不稳Volatile $0.15 / $1.15 204.8K
25 19 - 35
kimi-k2.5-thinking
月之暗面 · Modified MIT
1424±0.0
1.4K 票votes 1424.000 [1424.0, 1424.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
26 19 - 38
gpt-5.4-mini-high
OpenAI · Proprietary
1421±0.0
765 票votes 1421.000 [1421.0, 1421.0] 19.00 · 不稳Volatile $0.75 / $4.50 400K
27 19 - 40
mimo-v2.5
小米 · MIT
1417±0.0
578 票votes 1417.000 [1417.0, 1417.0] 21.00 · 不稳Volatile $0.14 / $0.28 1M
28 21 - 36
gemini-3-flash
Google · Proprietary
1417±0.0
2.1K 票votes 1417.000 [1417.0, 1417.0] 15.00 · 不稳Volatile $0.50 / $3 1M
29 21 - 40
glm-4.7
智谱 ZAI · MIT
1408±0.0
867 票votes 1408.000 [1408.0, 1408.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
30 20 - 40
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1404±0.0
408 票votes 1404.000 [1404.0, 1404.0] 20.00 · 不稳Volatile $1.75 / $14 400K
31 22 - 40
minimax-m2.7
MiniMax · Modified MIT
1403±0.0
951 票votes 1403.000 [1403.0, 1403.0] 18.00 · 不稳Volatile $0.28 / $1.20 204.8K
32 23 - 41
gemma-4-31b
Google · Apache 2.0
1391±0.0
524 票votes 1391.000 [1391.0, 1391.0] 18.00 · 不稳Volatile $0.14 / $0.40 262.1K
33 23 - 40
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1390±0.0
1.2K 票votes 1390.000 [1390.0, 1390.0] 17.00 · 不稳Volatile $0.39 / $2.34 262.1K
34 25 - 40
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±0.0
2.7K 票votes 1390.000 [1390.0, 1390.0] 15.00 · 不稳Volatile $3 / $15 200K
35 26 - 40
gemini-3-flash (thinking-minimal)
Google · Proprietary
1388±0.0
2.4K 票votes 1388.000 [1388.0, 1388.0] 14.00 · 不稳Volatile $0.50 / $3 1M
36 23 - 43
kimi-k2.5-instant
月之暗面 · Modified MIT
1385±0.0
521 票votes 1385.000 [1385.0, 1385.0] 20.00 · 不稳Volatile $0.40 / $1.90 262.1K
37 26 - 41
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
38 27 - 43
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±0.0
991 票votes 1377.000 [1377.0, 1377.0] 16.00 · 不稳Volatile $2 / $6 2M
39 28 - 47
grok-4.3
xAI · Proprietary
1365±0.0
547 票votes 1365.000 [1365.0, 1365.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
40 23 - 49
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±0.0
170 票votes 1362.000 [1362.0, 1362.0] 26.00 · 不稳Volatile N/A N/A
41 37 - 47
deepseek-v3.2-thinking
DeepSeek · MIT
1342±0.0
1.2K 票votes 1342.000 [1342.0, 1342.0] 10.00 · 波动Unstable $0.23 / $0.34 131.1K
42 39 - 48
glm-4.6
智谱 ZAI · MIT
1340±0.0
1.8K 票votes 1340.000 [1340.0, 1340.0] 9.00 · 波动Unstable $0.43 / $1.74 202.8K
43 37 - 48
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1338±0.0
1.0K 票votes 1338.000 [1338.0, 1338.0] 11.00 · 波动Unstable $0.26 / $2.08 262.1K
44 39 - 49
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±0.0
968 票votes 1337.000 [1337.0, 1337.0] 10.00 · 波动Unstable $0.20 / $1.56 262.1K
45 39 - 49
mimo-v2-flash (non-thinking)
小米 · MIT
1325±0.0
1.1K 票votes 1325.000 [1325.0, 1325.0] 10.00 · 波动Unstable $0.10 / $0.30 262.1K
46 35 - 56
mistral-medium-3.5
Mistral · Modified MIT
1316±0.0
126 票votes 1316.000 [1316.0, 1316.0] 21.00 · 不稳Volatile $1.50 / $7.50 262.1K
47 41 - 50
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1311±0.0
2.6K 票votes 1311.000 [1311.0, 1311.0] 9.00 · 波动Unstable $1.15 / $8 262.1K
48 39 - 57
gemma-4-26b-a4b
Google · Apache 2.0
1298±0.0
148 票votes 1298.000 [1298.0, 1298.0] 18.00 · 不稳Volatile N/A N/A
49 46 - 51
claude-haiku-4-5-20251001
Anthropic · Proprietary
1294±0.0
3.4K 票votes 1294.000 [1294.0, 1294.0] 5.00 · 波动Unstable $1 / $5 200K
50 43 - 56
mimo-v2-flash (thinking)
小米 · MIT
1282±0.0
296 票votes 1282.000 [1282.0, 1282.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
51 48 - 56
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1266±0.0
2.6K 票votes 1266.000 [1266.0, 1266.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
52 48 - 56
minimax-m2
MiniMax · Apache 2.0
1263±0.0
1.7K 票votes 1263.000 [1263.0, 1263.0] 8.00 · 波动Unstable $0.26 / $1 204.8K
53 48 - 58
gemini-3.1-flash-lite-preview
Google · Proprietary
1245±0.0
1.2K 票votes 1245.000 [1245.0, 1245.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
54 47 - 61
trinity-large-thinking
Arcee AI · Apache 2.0
1239±0.0
178 票votes 1239.000 [1239.0, 1239.0] 14.00 · 不稳Volatile $0.22 / $0.85 262.1K
55 48 - 61
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1228±0.0
232 票votes 1228.000 [1228.0, 1228.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
56 48 - 62
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
57 52 - 62
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
58 54 - 62
grok-4-1-fast-reasoning
xAI · Proprietary
1203±0.0
1.1K 票votes 1203.000 [1203.0, 1203.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
59 54 - 64
gemini-2.5-pro
Google · Proprietary
1182±0.0
721 票votes 1182.000 [1182.0, 1182.0] 10.00 · 波动Unstable $1.25 / $10 1M
60 53 - 66
qwen3.5-flash
阿里巴巴 · Proprietary
1173±0.0
150 票votes 1173.000 [1173.0, 1173.0] 13.00 · 不稳Volatile N/A N/A
61 54 - 66
granite-4.1-8b
IBM · Apache 2.0
1170±0.0
248 票votes 1170.000 [1170.0, 1170.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
62 56 - 66
devstral-2
Mistral · Modified MIT
1137±0.0
205 票votes 1137.000 [1137.0, 1137.0] 10.00 · 波动Unstable N/A N/A
63 59 - 66
grok-code-fast-1
xAI · Proprietary
1127±0.0
209 票votes 1127.000 [1127.0, 1127.0] 7.00 · 波动Unstable $0.20 / $1.50 N/A
64 59 - 66
grok-4-fast-reasoning
xAI · Proprietary
1116±0.0
181 票votes 1116.000 [1116.0, 1116.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
65 60 - 66
grok-4.1-thinking
xAI · Proprietary
1094±0.0
236 票votes 1094.000 [1094.0, 1094.0] 6.00 · 波动Unstable N/A N/A
66 60 - 66
devstral-medium-2507
Mistral · Proprietary
1085±0.0
239 票votes 1085.000 [1085.0, 1085.0] 6.00 · 波动Unstable $0.40 / $2 128K
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