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 - 9
claude-opus-4-7-thinking
Anthropic · Proprietary
1551±0.0
798 票votes 1551.000 [1551.0, 1551.0] 8.00 · 波动Unstable $5 / $25 1M
🥈 1 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1543±0.0
1.3K 票votes 1543.000 [1543.0, 1543.0] 8.00 · 波动Unstable $5 / $25 1M
🥉 1 - 16
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1539±0.0
316 票votes 1539.000 [1539.0, 1539.0] 15.00 · 不稳Volatile $1.25 / $3.75 1M
4 1 - 16
glm-5.1
智谱 ZAI · MIT
1532±0.0
528 票votes 1532.000 [1532.0, 1532.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
5 1 - 19
muse-spark
Meta · Proprietary
1524±0.0
186 票votes 1524.000 [1524.0, 1524.0] 18.00 · 不稳Volatile N/A N/A
6 1 - 16
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1522±0.0
625 票votes 1522.000 [1522.0, 1522.0] 15.00 · 不稳Volatile N/A N/A
7 1 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1515±0.0
1.7K 票votes 1515.000 [1515.0, 1515.0] 15.00 · 不稳Volatile $3 / $15 1M
8 1 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1508±0.0
632 票votes 1508.000 [1508.0, 1508.0] 18.00 · 不稳Volatile N/A N/A
9 1 - 19
kimi-k2.6
月之暗面 · Modified MIT
1508±0.0
633 票votes 1508.000 [1508.0, 1508.0] 18.00 · 不稳Volatile $0.95 / $4 262.1K
10 3 - 17
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±0.0
7.9K 票votes 1503.000 [1503.0, 1503.0] 14.00 · 不稳Volatile $5 / $25 200K
11 3 - 19
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1499±0.0
672 票votes 1499.000 [1499.0, 1499.0] 16.00 · 不稳Volatile N/A N/A
12 3 - 21
gemini-3.1-pro-preview
Google · Proprietary
1488±0.0
1.4K 票votes 1488.000 [1488.0, 1488.0] 18.00 · 不稳Volatile $2 / $12 1M
13 3 - 27
gemini-3.5-flash
Google · Proprietary
1483±0.0
323 票votes 1483.000 [1483.0, 1483.0] 24.00 · 不稳Volatile $1.50 / $9 1M
14 3 - 28
qwen3.6-max-preview
阿里巴巴 · Proprietary
1476±0.0
311 票votes 1476.000 [1476.0, 1476.0] 25.00 · 不稳Volatile $1.04 / $6.24 262.1K
15 7 - 28
mimo-v2.5-pro
小米 · MIT
1469±0.0
640 票votes 1469.000 [1469.0, 1469.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
16 8 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1468±0.0
887 票votes 1468.000 [1468.0, 1468.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
17 8 - 28
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±0.0
612 票votes 1467.000 [1467.0, 1467.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
18 3 - 32
minimax-m3
MiniMax · Proprietary
1466±0.0
202 票votes 1466.000 [1466.0, 1466.0] 29.00 · 不稳Volatile $0.60 / $2.40 N/A
19 12 - 24
gemini-3-pro
Google · Proprietary
1462±0.0
13.8K 票votes 1462.000 [1462.0, 1462.0] 12.00 · 不稳Volatile $2 / $12 1M
20 3 - 35
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1456±0.0
160 票votes 1456.000 [1456.0, 1456.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
21 12 - 30
glm-5
智谱 ZAI · MIT
1452±0.0
806 票votes 1452.000 [1452.0, 1452.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
22 13 - 30
glm-4.7
智谱 ZAI · MIT
1449±0.0
4.8K 票votes 1449.000 [1449.0, 1449.0] 17.00 · 不稳Volatile $0.40 / $1.75 202.8K
23 14 - 30
gemini-3-flash
Google · Proprietary
1440±0.0
9.3K 票votes 1440.000 [1440.0, 1440.0] 16.00 · 不稳Volatile $0.50 / $3 1M
24 13 - 32
mimo-v2-pro
小米 · Proprietary
1439±0.0
794 票votes 1439.000 [1439.0, 1439.0] 19.00 · 不稳Volatile $1 / $3 1M
25 14 - 38
mimo-v2.5
小米 · MIT
1427±0.0
552 票votes 1427.000 [1427.0, 1427.0] 24.00 · 不稳Volatile $0.14 / $0.28 1M
26 13 - 40
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1426±0.0
394 票votes 1426.000 [1426.0, 1426.0] 27.00 · 不稳Volatile $1.75 / $14 400K
27 19 - 34
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±0.0
1.7K 票votes 1425.000 [1425.0, 1425.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
28 16 - 39
gpt-5.4-mini-high
OpenAI · Proprietary
1423±0.0
789 票votes 1423.000 [1423.0, 1423.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
29 14 - 42
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±0.0
360 票votes 1420.000 [1420.0, 1420.0] 28.00 · 不稳Volatile $1.75 / $14 400K
30 19 - 41
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±0.0
589 票votes 1415.000 [1415.0, 1415.0] 22.00 · 不稳Volatile $0.40 / $1.90 262.1K
31 24 - 40
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
6.8K 票votes 1404.000 [1404.0, 1404.0] 16.00 · 不稳Volatile $0.29 / $0.95 204.8K
32 22 - 42
minimax-m2.5
MiniMax · Modified MIT
1404±0.0
1.0K 票votes 1404.000 [1404.0, 1404.0] 20.00 · 不稳Volatile $0.15 / $1.15 204.8K
33 22 - 43
minimax-m2.7
MiniMax · Modified MIT
1402±0.0
883 票votes 1402.000 [1402.0, 1402.0] 21.00 · 不稳Volatile $0.28 / $1.20 204.8K
34 24 - 43
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±0.0
1.3K 票votes 1400.000 [1400.0, 1400.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
35 25 - 41
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±0.0
6.6K 票votes 1399.000 [1399.0, 1399.0] 16.00 · 不稳Volatile $0.50 / $3 1M
36 26 - 42
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±0.0
11.3K 票votes 1396.000 [1396.0, 1396.0] 16.00 · 不稳Volatile $3 / $15 200K
37 26 - 47
qwen3.5-27b
阿里巴巴 · Apache 2.0
1385±0.0
928 票votes 1385.000 [1385.0, 1385.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
38 28 - 47
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1376±0.0
973 票votes 1376.000 [1376.0, 1376.0] 19.00 · 不稳Volatile $2 / $6 2M
39 35 - 47
deepseek-v3.2-thinking
DeepSeek · MIT
1372±0.0
4.0K 票votes 1372.000 [1372.0, 1372.0] 12.00 · 不稳Volatile $0.23 / $0.34 131.1K
40 37 - 48
glm-4.6
智谱 ZAI · MIT
1363±0.0
8.3K 票votes 1363.000 [1363.0, 1363.0] 11.00 · 波动Unstable $0.43 / $1.74 202.8K
41 30 - 51
grok-4.3
xAI · Proprietary
1363±0.0
547 票votes 1363.000 [1363.0, 1363.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
42 37 - 48
mimo-v2-flash (non-thinking)
小米 · MIT
1362±0.0
4.1K 票votes 1362.000 [1362.0, 1362.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
43 26 - 54
gemma-4-26b-a4b
Google · Apache 2.0
1359±0.0
203 票votes 1359.000 [1359.0, 1359.0] 28.00 · 不稳Volatile N/A N/A
44 32 - 51
gemma-4-31b
Google · Apache 2.0
1358±0.0
436 票votes 1358.000 [1358.0, 1358.0] 19.00 · 不稳Volatile $0.14 / $0.40 262.1K
45 27 - 54
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1358±0.0
189 票votes 1358.000 [1358.0, 1358.0] 27.00 · 不稳Volatile N/A N/A
46 37 - 51
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1349±0.0
993 票votes 1349.000 [1349.0, 1349.0] 14.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 37 - 51
mimo-v2-flash (thinking)
小米 · MIT
1349±0.0
1.2K 票votes 1349.000 [1349.0, 1349.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
48 42 - 51
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
10.0K 票votes 1336.000 [1336.0, 1336.0] 9.00 · 波动Unstable $1.15 / $8 262.1K
49 40 - 57
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±0.0
251 票votes 1316.000 [1316.0, 1316.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
50 47 - 54
minimax-m2
MiniMax · Apache 2.0
1312±0.0
8.4K 票votes 1312.000 [1312.0, 1312.0] 7.00 · 波动Unstable $0.26 / $1 204.8K
51 47 - 54
claude-haiku-4-5-20251001
Anthropic · Proprietary
1312±0.0
11.7K 票votes 1312.000 [1312.0, 1312.0] 7.00 · 波动Unstable $1 / $5 200K
52 42 - 59
qwen3.5-flash
阿里巴巴 · Proprietary
1306±0.0
196 票votes 1306.000 [1306.0, 1306.0] 17.00 · 不稳Volatile N/A N/A
53 51 - 57
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±0.0
10.8K 票votes 1291.000 [1291.0, 1291.0] 6.00 · 波动Unstable $0.40 / $1.60 262.1K
54 42 - 63
mistral-medium-3.5
Mistral · Modified MIT
1289±0.0
142 票votes 1289.000 [1289.0, 1289.0] 21.00 · 不稳Volatile $1.50 / $7.50 262.1K
55 47 - 63
trinity-large-thinking
Arcee AI · Apache 2.0
1275±0.0
196 票votes 1275.000 [1275.0, 1275.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
56 51 - 60
gemini-3.1-flash-lite-preview
Google · Proprietary
1271±0.0
1.2K 票votes 1271.000 [1271.0, 1271.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
57 51 - 60
KAT-Coder-Pro-V1
快手 · Proprietary
1266±0.0
1.9K 票votes 1266.000 [1266.0, 1266.0] 9.00 · 波动Unstable $0.21 / $0.83 256K
58 54 - 63
grok-4-1-fast-reasoning
xAI · Proprietary
1244±0.0
5.5K 票votes 1244.000 [1244.0, 1244.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
59 53 - 64
granite-4.1-8b
IBM · Apache 2.0
1231±0.0
228 票votes 1231.000 [1231.0, 1231.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
60 56 - 64
mistral-large-3
Mistral · Apache 2.0
1229±0.0
1.0K 票votes 1229.000 [1229.0, 1229.0] 8.00 · 波动Unstable $0.50 / $1.50 N/A
61 56 - 64
grok-4.1-thinking
xAI · Proprietary
1216±0.0
1.2K 票votes 1216.000 [1216.0, 1216.0] 8.00 · 波动Unstable N/A N/A
62 56 - 64
devstral-2
Mistral · Modified MIT
1215±0.0
1.3K 票votes 1215.000 [1215.0, 1215.0] 8.00 · 波动Unstable N/A N/A
63 59 - 64
gemini-2.5-pro
Google · Proprietary
1211±0.0
3.3K 票votes 1211.000 [1211.0, 1211.0] 5.00 · 波动Unstable $1.25 / $10 1M
64 53 - 66
mercury-2
Inception AI · Proprietary
1207±0.0
100 票votes 1207.000 [1207.0, 1207.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
65 64 - 66
grok-4-fast-reasoning
xAI · Proprietary
1157±0.0
934 票votes 1157.000 [1157.0, 1157.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
66 64 - 66
grok-code-fast-1
xAI · Proprietary
1146±0.0
982 票votes 1146.000 [1146.0, 1146.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
67 67 - 67
devstral-medium-2507
Mistral · Proprietary
1097±0.0
992 票votes 1097.000 [1097.0, 1097.0] 0.00 · 稳定Stable $0.40 / $2 128K
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