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
1547±0.0
613 票votes 1547.000 [1547.0, 1547.0] 8.00 · 波动Unstable $5 / $25 1M
🥈 1 - 10
claude-opus-4-6
Anthropic · Proprietary
1528±0.0
1.1K 票votes 1528.000 [1528.0, 1528.0] 9.00 · 波动Unstable $5 / $25 1M
🥉 1 - 13
claude-opus-4-6-thinking
Anthropic · Proprietary
1525±0.0
919 票votes 1525.000 [1525.0, 1525.0] 12.00 · 不稳Volatile $5 / $25 1M
4 1 - 15
claude-opus-4-7
Anthropic · Proprietary
1525±0.0
540 票votes 1525.000 [1525.0, 1525.0] 14.00 · 不稳Volatile $5 / $25 1M
5 1 - 15
glm-5.1
智谱 ZAI · MIT
1516±0.0
452 票votes 1516.000 [1516.0, 1516.0] 14.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 15
claude-sonnet-4-6
Anthropic · Proprietary
1511±0.0
1.3K 票votes 1511.000 [1511.0, 1511.0] 14.00 · 不稳Volatile $3 / $15 1M
7 1 - 21
gemini-3.5-flash
Google · Proprietary
1496±0.0
338 票votes 1496.000 [1496.0, 1496.0] 20.00 · 不稳Volatile $1.50 / $9 1M
8 1 - 19
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1495±0.0
482 票votes 1495.000 [1495.0, 1495.0] 18.00 · 不稳Volatile N/A N/A
9 1 - 20
kimi-k2.6
月之暗面 · Modified MIT
1494±0.0
400 票votes 1494.000 [1494.0, 1494.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
10 3 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
1.7K 票votes 1492.000 [1492.0, 1492.0] 15.00 · 不稳Volatile $5 / $25 200K
11 3 - 24
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1478±0.0
466 票votes 1478.000 [1478.0, 1478.0] 21.00 · 不稳Volatile N/A N/A
12 3 - 28
qwen3.6-max-preview
阿里巴巴 · Proprietary
1471±0.0
280 票votes 1471.000 [1471.0, 1471.0] 25.00 · 不稳Volatile $1.04 / $6.24 262.1K
13 2 - 32
muse-spark
Meta · Proprietary
1466±0.0
192 票votes 1466.000 [1466.0, 1466.0] 30.00 · 不稳Volatile N/A N/A
14 7 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1459±0.0
699 票votes 1459.000 [1459.0, 1459.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
15 4 - 34
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1458±0.0
173 票votes 1458.000 [1458.0, 1458.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
16 7 - 29
mimo-v2.5-pro
小米 · MIT
1454±0.0
544 票votes 1454.000 [1454.0, 1454.0] 22.00 · 不稳Volatile $1 / $3 1M
17 7 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1450±0.0
414 票votes 1450.000 [1450.0, 1450.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
18 4 - 39
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1449±0.0
155 票votes 1449.000 [1449.0, 1449.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
19 11 - 29
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.0K 票votes 1444.000 [1444.0, 1444.0] 18.00 · 不稳Volatile $5 / $25 200K
20 10 - 32
glm-5
智谱 ZAI · MIT
1442±0.0
840 票votes 1442.000 [1442.0, 1442.0] 22.00 · 不稳Volatile $1 / $3.20 202.8K
21 8 - 35
mimo-v2.5
小米 · MIT
1440±0.0
417 票votes 1440.000 [1440.0, 1440.0] 27.00 · 不稳Volatile $0.40 / $2 1M
22 9 - 39
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1433±0.0
413 票votes 1433.000 [1433.0, 1433.0] 30.00 · 不稳Volatile $1.75 / $14 400K
23 11 - 35
glm-4.7
智谱 ZAI · MIT
1431±0.0
685 票votes 1431.000 [1431.0, 1431.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
24 12 - 35
gemini-3.1-pro-preview
Google · Proprietary
1428±0.0
1.2K 票votes 1428.000 [1428.0, 1428.0] 23.00 · 不稳Volatile $2 / $12 1M
25 11 - 40
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1426±0.0
446 票votes 1426.000 [1426.0, 1426.0] 29.00 · 不稳Volatile N/A N/A
26 12 - 39
mimo-v2-pro
小米 · Proprietary
1424±0.0
772 票votes 1424.000 [1424.0, 1424.0] 27.00 · 不稳Volatile $1 / $3 1M
27 12 - 39
minimax-m2.5
MiniMax · Modified MIT
1419±0.0
1.1K 票votes 1419.000 [1419.0, 1419.0] 27.00 · 不稳Volatile $0.15 / $1.15 204.8K
28 14 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1415±0.0
1.3K 票votes 1415.000 [1415.0, 1415.0] 26.00 · 不稳Volatile $0.60 / $3 N/A
29 16 - 40
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K 票votes 1412.000 [1412.0, 1412.0] 24.00 · 不稳Volatile $2 / $12 1M
30 16 - 42
gemini-3-flash
Google · Proprietary
1409±0.0
1.8K 票votes 1409.000 [1409.0, 1409.0] 26.00 · 不稳Volatile $0.50 / $3 1M
31 19 - 46
minimax-m2.1-preview
MiniMax · MIT
1398±0.0
1.3K 票votes 1398.000 [1398.0, 1398.0] 27.00 · 不稳Volatile $0.29 / $0.95 204.8K
32 12 - 55
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1394±0.0
173 票votes 1394.000 [1394.0, 1394.0] 43.00 · 不稳Volatile N/A N/A
33 20 - 50
minimax-m2.7
MiniMax · Modified MIT
1391±0.0
737 票votes 1391.000 [1391.0, 1391.0] 30.00 · 不稳Volatile $0.28 / $1.20 204.8K
34 19 - 53
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±0.0
441 票votes 1390.000 [1390.0, 1390.0] 34.00 · 不稳Volatile $1.75 / $14 400K
35 23 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
1.1K 票votes 1389.000 [1389.0, 1389.0] 27.00 · 不稳Volatile $0.39 / $2.34 262.1K
36 27 - 50
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
2.5K 票votes 1386.000 [1386.0, 1386.0] 23.00 · 不稳Volatile $3 / $15 200K
37 16 - 56
gpt-5.2
OpenAI · Proprietary
1382±0.0
186 票votes 1382.000 [1382.0, 1382.0] 40.00 · 不稳Volatile $1.75 / $14 400K
38 23 - 55
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±0.0
511 票votes 1381.000 [1381.0, 1381.0] 32.00 · 不稳Volatile $0.40 / $1.90 262.1K
39 23 - 54
gpt-5.1-medium
OpenAI · Proprietary
1381±0.0
790 票votes 1381.000 [1381.0, 1381.0] 31.00 · 不稳Volatile $1.25 / $10 400K
40 31 - 50
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1380±0.0
2.1K 票votes 1380.000 [1380.0, 1380.0] 19.00 · 不稳Volatile $3 / $15 200K
41 23 - 55
gpt-5.4-mini-high
OpenAI · Proprietary
1379±0.0
620 票votes 1379.000 [1379.0, 1379.0] 32.00 · 不稳Volatile $0.75 / $4.50 400K
42 31 - 50
gemini-3-flash (thinking-minimal)
Google · Proprietary
1378±0.0
2.1K 票votes 1378.000 [1378.0, 1378.0] 19.00 · 不稳Volatile $0.50 / $3 1M
43 30 - 54
deepseek-v3.2-thinking
DeepSeek · MIT
1377±0.0
1.1K 票votes 1377.000 [1377.0, 1377.0] 24.00 · 不稳Volatile $0.25 / $0.38 131.1K
44 30 - 56
grok-4.3
xAI · Proprietary
1366±0.0
400 票votes 1366.000 [1366.0, 1366.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
45 32 - 56
claude-opus-4-1-20250805
Anthropic · Proprietary
1359±0.0
1.1K 票votes 1359.000 [1359.0, 1359.0] 24.00 · 不稳Volatile $15 / $75 200K
46 32 - 56
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1359±0.0
986 票votes 1359.000 [1359.0, 1359.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 32 - 56
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1358±0.0
845 票votes 1358.000 [1358.0, 1358.0] 24.00 · 不稳Volatile $2 / $6 2M
48 32 - 56
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±0.0
913 票votes 1354.000 [1354.0, 1354.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
49 31 - 59
gpt-5-medium
OpenAI · Proprietary
1353±0.0
471 票votes 1353.000 [1353.0, 1353.0] 28.00 · 不稳Volatile $1.25 / $10 400K
50 31 - 60
gemma-4-31b
Google · Apache 2.0
1349±0.0
331 票votes 1349.000 [1349.0, 1349.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
51 37 - 60
glm-4.6
智谱 ZAI · MIT
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 23.00 · 不稳Volatile $0.43 / $1.74 202.8K
52 37 - 60
gpt-5.2-codex
OpenAI · Proprietary
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 23.00 · 不稳Volatile $1.75 / $14 400K
53 40 - 59
gpt-5.1
OpenAI · Proprietary
1341±0.0
1.8K 票votes 1341.000 [1341.0, 1341.0] 19.00 · 不稳Volatile $1.25 / $10 400K
54 38 - 60
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
935 票votes 1340.000 [1340.0, 1340.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
55 43 - 60
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
2.1K 票votes 1332.000 [1332.0, 1332.0] 17.00 · 不稳Volatile $1.15 / $8 262.1K
56 49 - 60
claude-haiku-4-5-20251001
Anthropic · Proprietary
1319±0.0
2.6K 票votes 1319.000 [1319.0, 1319.0] 11.00 · 波动Unstable $1 / $5 200K
57 37 - 65
gemma-4-26b-a4b
Google · Apache 2.0
1316±0.0
158 票votes 1316.000 [1316.0, 1316.0] 28.00 · 不稳Volatile N/A N/A
58 49 - 60
deepseek-v3.2
DeepSeek · MIT
1316±0.0
1.4K 票votes 1316.000 [1316.0, 1316.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
59 49 - 62
gpt-5.1-codex
OpenAI · Proprietary
1311±0.0
810 票votes 1311.000 [1311.0, 1311.0] 13.00 · 不稳Volatile $1.25 / $10 400K
60 51 - 62
minimax-m2
MiniMax · Apache 2.0
1305±0.0
1.1K 票votes 1305.000 [1305.0, 1305.0] 11.00 · 波动Unstable $0.26 / $1 204.8K
61 58 - 65
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1280±0.0
2.0K 票votes 1280.000 [1280.0, 1280.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
62 58 - 72
mimo-v2-flash (thinking)
小米 · MIT
1261±0.0
293 票votes 1261.000 [1261.0, 1261.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
63 60 - 72
deepseek-v3.2-exp
DeepSeek · MIT
1248±0.0
631 票votes 1248.000 [1248.0, 1248.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
64 60 - 75
gpt-5.1-codex-mini
OpenAI · Proprietary
1238±0.0
204 票votes 1238.000 [1238.0, 1238.0] 15.00 · 不稳Volatile $0.25 / $2 400K
65 60 - 75
KAT-Coder-Pro-V1
快手 · Proprietary
1234±0.0
208 票votes 1234.000 [1234.0, 1234.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
66 62 - 73
grok-4-1-fast-reasoning
xAI · Proprietary
1233±0.0
1.0K 票votes 1233.000 [1233.0, 1233.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
67 62 - 74
gemini-3.1-flash-lite-preview
Google · Proprietary
1230±0.0
1.1K 票votes 1230.000 [1230.0, 1230.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
68 62 - 77
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±0.0
218 票votes 1218.000 [1218.0, 1218.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
69 62 - 77
qwen3.5-flash
阿里巴巴 · Proprietary
1214±0.0
226 票votes 1214.000 [1214.0, 1214.0] 15.00 · 不稳Volatile N/A N/A
70 62 - 77
grok-4.1-thinking
xAI · Proprietary
1192±0.0
151 票votes 1192.000 [1192.0, 1192.0] 15.00 · 不稳Volatile N/A N/A
71 62 - 77
devstral-2
Mistral · Modified MIT
1190±0.0
210 票votes 1190.000 [1190.0, 1190.0] 15.00 · 不稳Volatile N/A N/A
72 62 - 78
trinity-large-thinking
Arcee AI · Apache 2.0
1188±0.0
130 票votes 1188.000 [1188.0, 1188.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
73 66 - 77
gemini-2.5-pro
Google · Proprietary
1173±0.0
425 票votes 1173.000 [1173.0, 1173.0] 11.00 · 波动Unstable $1.25 / $10 1M
74 64 - 78
granite-4.1-8b
IBM · Apache 2.0
1158±0.0
169 票votes 1158.000 [1158.0, 1158.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
75 65 - 78
mistral-large-3
Mistral · Apache 2.0
1150±0.0
123 票votes 1150.000 [1150.0, 1150.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
76 68 - 78
grok-code-fast-1
xAI · Proprietary
1133±0.0
143 票votes 1133.000 [1133.0, 1133.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
77 68 - 78
grok-4-fast-reasoning
xAI · Proprietary
1120±0.0
135 票votes 1120.000 [1120.0, 1120.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
78 73 - 78
devstral-medium-2507
Mistral · Proprietary
1075±0.0
133 票votes 1075.000 [1075.0, 1075.0] 5.00 · 波动Unstable $0.40 / $2 128K
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