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 - 8
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1576±0.0
333 票votes 1576.000 [1576.0, 1576.0] 7.00 · 波动Unstable N/A N/A
🥈 1 - 13
claude-fable-5
Anthropic · Proprietary
1556±0.0
410 票votes 1556.000 [1556.0, 1556.0] 12.00 · 不稳Volatile $10 / $50 1M
🥉 1 - 16
muse-spark-1.1
Meta · Proprietary
1546±0.0
411 票votes 1546.000 [1546.0, 1546.0] 15.00 · 不稳Volatile $1.25 / $4.25 N/A
4 1 - 14
glm-5.2 (max)
智谱 ZAI · MIT
1538±0.0
1.3K 票votes 1538.000 [1538.0, 1538.0] 13.00 · 不稳Volatile $1.40 / $4.40 1M
5 1 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1530±0.0
3.0K 票votes 1530.000 [1530.0, 1530.0] 14.00 · 不稳Volatile $5 / $25 1M
6 1 - 19
grok-4.5
SpaceXAI · Proprietary
1529±0.0
463 票votes 1529.000 [1529.0, 1529.0] 18.00 · 不稳Volatile $2 / $6 500K
7 2 - 16
claude-opus-4-7
Anthropic · Proprietary
1524±0.0
2.7K 票votes 1524.000 [1524.0, 1524.0] 14.00 · 不稳Volatile $5 / $25 1M
8 2 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1521±0.0
4.6K 票votes 1521.000 [1521.0, 1521.0] 14.00 · 不稳Volatile $3 / $15 1M
9 1 - 20
seed-2.1-pro-preview
字节跳动 · Proprietary
1520±0.0
883 票votes 1520.000 [1520.0, 1520.0] 19.00 · 不稳Volatile N/A N/A
10 2 - 16
claude-opus-4-6
Anthropic · Proprietary
1519±0.0
3.9K 票votes 1519.000 [1519.0, 1519.0] 14.00 · 不稳Volatile $5 / $25 1M
11 2 - 19
glm-5.1
智谱 ZAI · MIT
1519±0.0
1.5K 票votes 1519.000 [1519.0, 1519.0] 17.00 · 不稳Volatile $1.40 / $4.40 202.8K
12 2 - 16
claude-opus-4-8-thinking
Anthropic · Proprietary
1519±0.0
2.3K 票votes 1519.000 [1519.0, 1519.0] 14.00 · 不稳Volatile $5 / $25 1M
13 3 - 19
claude-opus-4-6-thinking
Anthropic · Proprietary
1514±0.0
3.6K 票votes 1514.000 [1514.0, 1514.0] 16.00 · 不稳Volatile $5 / $25 1M
14 1 - 21
claude-sonnet-5-high
Anthropic · Proprietary
1514±0.0
561 票votes 1514.000 [1514.0, 1514.0] 20.00 · 不稳Volatile $2 / $10 1M
15 4 - 21
claude-opus-4-8
Anthropic · Proprietary
1504±0.0
1.5K 票votes 1504.000 [1504.0, 1504.0] 17.00 · 不稳Volatile $5 / $25 1M
16 5 - 21
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1501±0.0
1.8K 票votes 1501.000 [1501.0, 1501.0] 16.00 · 不稳Volatile $1.25 / $3.75 1M
17 10 - 21
kimi-k2.6
月之暗面 · Modified MIT
1492±0.0
2.8K 票votes 1492.000 [1492.0, 1492.0] 11.00 · 波动Unstable $0.95 / $4 262.1K
18 10 - 21
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
3.4K 票votes 1492.000 [1492.0, 1492.0] 11.00 · 波动Unstable $5 / $25 200K
19 10 - 22
minimax-m3
MiniMax · MiniMax Community License
1489±0.0
1.7K 票votes 1489.000 [1489.0, 1489.0] 12.00 · 不稳Volatile $0.60 / $2.40 N/A
20 13 - 30
qwen3.6-max-preview
阿里巴巴 · Proprietary
1477±0.0
737 票votes 1477.000 [1477.0, 1477.0] 17.00 · 不稳Volatile $1.04 / $6.24 262.1K
21 14 - 28
gemini-3.5-flash-medium
Google · Proprietary
1475±0.0
1.3K 票votes 1475.000 [1475.0, 1475.0] 14.00 · 不稳Volatile $1.50 / $9 1M
22 19 - 30
mimo-v2.5-pro
小米 · MIT
1464±0.0
2.7K 票votes 1464.000 [1464.0, 1464.0] 11.00 · 波动Unstable $0.43 / $0.87 1M
23 20 - 33
deepseek-v4-pro-thinking
DeepSeek · MIT
1457±0.0
2.3K 票votes 1457.000 [1457.0, 1457.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
24 20 - 36
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1451±0.0
2.6K 票votes 1451.000 [1451.0, 1451.0] 16.00 · 不稳Volatile N/A N/A
25 20 - 36
qwen3.6-plus
阿里巴巴 · Proprietary
1449±0.0
3.7K 票votes 1449.000 [1449.0, 1449.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
26 20 - 36
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±0.0
4.0K 票votes 1448.000 [1448.0, 1448.0] 16.00 · 不稳Volatile $5 / $25 200K
27 21 - 37
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1446±0.0
3.4K 票votes 1446.000 [1446.0, 1446.0] 16.00 · 不稳Volatile N/A N/A
28 20 - 42
glm-4.7
智谱 ZAI · MIT
1442±0.0
1.1K 票votes 1442.000 [1442.0, 1442.0] 22.00 · 不稳Volatile $0.40 / $1.75 202.8K
29 20 - 42
kimi-k2.7-code
月之暗面 · Modified MIT
1440±0.0
1.1K 票votes 1440.000 [1440.0, 1440.0] 22.00 · 不稳Volatile $0.72 / $3.49 262.1K
30 23 - 42
deepseek-v4-pro
DeepSeek · MIT
1435±0.0
3.1K 票votes 1435.000 [1435.0, 1435.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
31 23 - 42
mimo-v2.5
小米 · MIT
1434±0.0
2.4K 票votes 1434.000 [1434.0, 1434.0] 19.00 · 不稳Volatile $0.10 / $0.28 1M
32 24 - 42
glm-5
智谱 ZAI · MIT
1429±0.0
1.8K 票votes 1429.000 [1429.0, 1429.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
33 24 - 43
mimo-v2-pro
小米 · Proprietary
1426±0.0
2.0K 票votes 1426.000 [1426.0, 1426.0] 19.00 · 不稳Volatile $1 / $3 1M
34 28 - 44
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1421±0.0
2.7K 票votes 1421.000 [1421.0, 1421.0] 16.00 · 不稳Volatile N/A N/A
35 28 - 44
gemini-3-pro
Google · Proprietary
1420±0.0
4.0K 票votes 1420.000 [1420.0, 1420.0] 16.00 · 不稳Volatile $2 / $12 1M
36 28 - 43
kimi-k2.5-thinking
月之暗面 · Modified MIT
1420±0.0
3.9K 票votes 1420.000 [1420.0, 1420.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
37 24 - 55
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1415±0.0
415 票votes 1415.000 [1415.0, 1415.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
38 28 - 50
gemini-3-flash
Google · Proprietary
1413±0.0
3.3K 票votes 1413.000 [1413.0, 1413.0] 22.00 · 不稳Volatile $0.50 / $3 1M
39 23 - 62
gpt-5.4
OpenAI · Proprietary
1410±0.0
274 票votes 1410.000 [1410.0, 1410.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
40 21 - 70
glm-5v-turbo
智谱 ZAI · Proprietary
1407±0.0
145 票votes 1407.000 [1407.0, 1407.0] 49.00 · 不稳Volatile $1.20 / $4 202.8K
41 27 - 61
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±0.0
413 票votes 1405.000 [1405.0, 1405.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
42 33 - 53
gemini-3.1-pro-preview
Google · Proprietary
1404±0.0
5.2K 票votes 1404.000 [1404.0, 1404.0] 20.00 · 不稳Volatile $2 / $12 1M
43 28 - 64
gpt-5.2
OpenAI · Proprietary
1400±0.0
381 票votes 1400.000 [1400.0, 1400.0] 36.00 · 不稳Volatile $1.75 / $14 400K
44 37 - 56
minimax-m2.7
MiniMax · Modified MIT
1394±0.0
2.7K 票votes 1394.000 [1394.0, 1394.0] 19.00 · 不稳Volatile $0.24 / $0.96 204.8K
45 37 - 56
minimax-m2.1-preview
MiniMax · MIT
1394±0.0
2.2K 票votes 1394.000 [1394.0, 1394.0] 19.00 · 不稳Volatile $0.30 / $1.20 204.8K
46 37 - 56
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±0.0
4.0K 票votes 1392.000 [1392.0, 1392.0] 19.00 · 不稳Volatile $0.39 / $2.45 256K
47 35 - 61
gpt-5.1-medium
OpenAI · Proprietary
1392±0.0
1.3K 票votes 1392.000 [1392.0, 1392.0] 26.00 · 不稳Volatile $1.25 / $10 400K
48 37 - 57
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±0.0
3.7K 票votes 1391.000 [1391.0, 1391.0] 20.00 · 不稳Volatile $3 / $15 200K
49 37 - 57
gpt-5.4-mini-high
OpenAI · Proprietary
1390±0.0
2.8K 票votes 1390.000 [1390.0, 1390.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
50 37 - 65
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±0.0
884 票votes 1387.000 [1387.0, 1387.0] 28.00 · 不稳Volatile $1.75 / $14 400K
51 38 - 60
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K 票votes 1386.000 [1386.0, 1386.0] 22.00 · 不稳Volatile $3 / $15 200K
52 38 - 64
deepseek-v3.2-thinking
DeepSeek · MIT
1385±0.0
1.8K 票votes 1385.000 [1385.0, 1385.0] 26.00 · 不稳Volatile $0.21 / $0.32 131.1K
53 38 - 64
minimax-m2.5
MiniMax · Modified MIT
1383±0.0
2.2K 票votes 1383.000 [1383.0, 1383.0] 26.00 · 不稳Volatile $0.15 / $0.90 204.8K
54 39 - 71
laguna-m.1
Poolside · Apache 2.0
1371±0.0
945 票votes 1371.000 [1371.0, 1371.0] 32.00 · 不稳Volatile $0.20 / $0.40 262.1K
55 39 - 71
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±0.0
947 票votes 1370.000 [1370.0, 1370.0] 32.00 · 不稳Volatile $0.38 / $2.02 262.1K
56 45 - 68
gemini-3-flash (thinking-minimal)
Google · Proprietary
1368±0.0
5.9K 票votes 1368.000 [1368.0, 1368.0] 23.00 · 不稳Volatile $0.50 / $3 1M
57 43 - 71
claude-opus-4-1-20250805
Anthropic · Proprietary
1365±0.0
1.8K 票votes 1365.000 [1365.0, 1365.0] 28.00 · 不稳Volatile $15 / $75 200K
58 48 - 70
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1364±0.0
3.9K 票votes 1364.000 [1364.0, 1364.0] 22.00 · 不稳Volatile $2 / $6 2M
59 45 - 71
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±0.0
2.2K 票votes 1364.000 [1364.0, 1364.0] 26.00 · 不稳Volatile $0.20 / $1.56 262.1K
60 49 - 71
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1361±0.0
2.4K 票votes 1361.000 [1361.0, 1361.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
61 40 - 76
gpt-5-medium
OpenAI · Proprietary
1358±0.0
682 票votes 1358.000 [1358.0, 1358.0] 36.00 · 不稳Volatile $1.25 / $10 400K
62 45 - 74
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±0.0
1.0K 票votes 1358.000 [1358.0, 1358.0] 29.00 · 不稳Volatile $1.75 / $14 400K
63 49 - 74
glm-4.6
智谱 ZAI · MIT
1356±0.0
1.7K 票votes 1356.000 [1356.0, 1356.0] 25.00 · 不稳Volatile $0.43 / $1.75 200K
64 53 - 74
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 21.00 · 不稳Volatile $1.25 / $10 400K
65 52 - 76
gpt-5.1-codex
OpenAI · Proprietary
1350±0.0
1.3K 票votes 1350.000 [1350.0, 1350.0] 24.00 · 不稳Volatile $1.25 / $10 400K
66 53 - 76
gemma-4-31b
Google · Apache 2.0
1347±0.0
1.3K 票votes 1347.000 [1347.0, 1347.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
67 54 - 76
gpt-5.2-codex
OpenAI · Proprietary
1346±0.0
2.2K 票votes 1346.000 [1346.0, 1346.0] 22.00 · 不稳Volatile $1.75 / $14 400K
68 54 - 76
grok-4.3
SpaceXAI · Proprietary
1346±0.0
2.4K 票votes 1346.000 [1346.0, 1346.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
69 46 - 78
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1345±0.0
412 票votes 1345.000 [1345.0, 1345.0] 32.00 · 不稳Volatile N/A N/A
70 56 - 78
minimax-m2
MiniMax · Apache 2.0
1337±0.0
1.7K 票votes 1337.000 [1337.0, 1337.0] 22.00 · 不稳Volatile $0.26 / $1.02 204.8K
71 61 - 77
claude-haiku-4-5-20251001
Anthropic · Proprietary
1337±0.0
6.6K 票votes 1337.000 [1337.0, 1337.0] 16.00 · 不稳Volatile $1 / $5 200K
72 53 - 78
gemma-4-26b-a4b
Google · Apache 2.0
1333±0.0
407 票votes 1333.000 [1333.0, 1333.0] 25.00 · 不稳Volatile N/A N/A
73 61 - 78
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
3.6K 票votes 1332.000 [1332.0, 1332.0] 17.00 · 不稳Volatile $1.15 / $8 262.1K
74 61 - 78
mimo-v2-flash (non-thinking)
小米 · MIT
1331±0.0
1.7K 票votes 1331.000 [1331.0, 1331.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
75 64 - 78
deepseek-v3.2
DeepSeek · MIT
1323±0.0
2.6K 票votes 1323.000 [1323.0, 1323.0] 14.00 · 不稳Volatile $0.21 / $0.32 131.1K
76 64 - 85
KAT-Coder-Pro-V1
快手 · Proprietary
1305±0.0
392 票votes 1305.000 [1305.0, 1305.0] 21.00 · 不稳Volatile $0.21 / $0.83 256K
77 69 - 85
mimo-v2-flash (thinking)
小米 · MIT
1304±0.0
551 票votes 1304.000 [1304.0, 1304.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
78 70 - 85
laguna-xs.2
Poolside · Apache 2.0
1302±0.0
1.1K 票votes 1302.000 [1302.0, 1302.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
79 76 - 86
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
3.6K 票votes 1282.000 [1282.0, 1282.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
80 76 - 88
deepseek-v3.2-exp
DeepSeek · MIT
1276±0.0
957 票votes 1276.000 [1276.0, 1276.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
81 76 - 90
mistral-medium-3.5
Mistral · Modified MIT
1268±0.0
662 票votes 1268.000 [1268.0, 1268.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
82 76 - 90
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1255±0.0
518 票votes 1255.000 [1255.0, 1255.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
83 76 - 91
gpt-5.1-codex-mini
OpenAI · Proprietary
1253±0.0
295 票votes 1253.000 [1253.0, 1253.0] 15.00 · 不稳Volatile $0.25 / $2 400K
84 76 - 92
mistral-large-3
Mistral · Apache 2.0
1249±0.0
226 票votes 1249.000 [1249.0, 1249.0] 16.00 · 不稳Volatile $0.50 / $1.50 N/A
85 76 - 92
grok-4.1-thinking
SpaceXAI · Proprietary
1244±0.0
240 票votes 1244.000 [1244.0, 1244.0] 16.00 · 不稳Volatile N/A N/A
86 79 - 92
trinity-large-thinking
Arcee AI · Apache 2.0
1240±0.0
395 票votes 1240.000 [1240.0, 1240.0] 13.00 · 不稳Volatile $0.25 / $0.80 262.1K
87 81 - 90
gemini-3.1-flash-lite-preview
Google · Proprietary
1238±0.0
3.9K 票votes 1238.000 [1238.0, 1238.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
88 80 - 92
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
506 票votes 1237.000 [1237.0, 1237.0] 12.00 · 不稳Volatile N/A N/A
89 80 - 92
devstral-2
Mistral · Modified MIT
1235±0.0
446 票votes 1235.000 [1235.0, 1235.0] 12.00 · 不稳Volatile N/A N/A
90 81 - 91
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1230±0.0
1.8K 票votes 1230.000 [1230.0, 1230.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
91 84 - 95
grok-4-fast-reasoning
SpaceXAI · Proprietary
1177±0.0
220 票votes 1177.000 [1177.0, 1177.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
92 86 - 95
granite-4.1-8b
IBM · Apache 2.0
1176±0.0
492 票votes 1176.000 [1176.0, 1176.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
93 91 - 96
gemini-2.5-pro
Google · Proprietary
1154±0.0
623 票votes 1154.000 [1154.0, 1154.0] 5.00 · 波动Unstable $1.25 / $10 1M
94 91 - 96
mercury-2
Inception AI · Proprietary
1136±0.0
265 票votes 1136.000 [1136.0, 1136.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
95 91 - 96
grok-code-fast-1
SpaceXAI · Proprietary
1131±0.0
185 票votes 1131.000 [1131.0, 1131.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
96 93 - 96
devstral-medium-2507
Mistral · Proprietary
1063±0.0
149 票votes 1063.000 [1063.0, 1063.0] 3.00 · 稳定Stable $0.40 / $2 128K
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