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 - 7
claude-opus-4-7-thinking
Anthropic · Proprietary
1539±0.0
1.7K votes 1539.000 [1539.0, 1539.0] 6.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7
Anthropic · Proprietary
1538±0.0
1.4K votes 1538.000 [1538.0, 1538.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 12
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1527±0.0
506 votes 1527.000 [1527.0, 1527.0] 11.00 · 波动Unstable N/A N/A
4 1 - 8
claude-opus-4-6
Anthropic · Proprietary
1527±0.0
2.5K votes 1527.000 [1527.0, 1527.0] 7.00 · 波动Unstable $5 / $25 1M
5 1 - 8
claude-sonnet-4-6
Anthropic · Proprietary
1524±0.0
3.2K votes 1524.000 [1524.0, 1524.0] 7.00 · 波动Unstable $3 / $15 1M
6 1 - 11
glm-5.1
智谱 ZAI · MIT
1522±0.0
1.1K votes 1522.000 [1522.0, 1522.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
7 1 - 12
claude-opus-4-6-thinking
Anthropic · Proprietary
1514±0.0
2.3K votes 1514.000 [1514.0, 1514.0] 11.00 · 波动Unstable $5 / $25 1M
8 3 - 13
kimi-k2.6
月之暗面 · Modified MIT
1500±0.0
1.2K votes 1500.000 [1500.0, 1500.0] 10.00 · 波动Unstable $0.95 / $4 262.1K
9 5 - 13
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±0.0
3.4K votes 1491.000 [1491.0, 1491.0] 8.00 · 波动Unstable $5 / $25 200K
10 5 - 16
gemini-3.5-flash
Google · Proprietary
1485±0.0
656 votes 1485.000 [1485.0, 1485.0] 11.00 · 波动Unstable $1.50 / $9 1M
11 5 - 17
qwen3.6-max-preview
阿里巴巴 · Proprietary
1482±0.0
709 votes 1482.000 [1482.0, 1482.0] 12.00 · 不稳Volatile $1.04 / $6.24 262.1K
12 8 - 19
deepseek-v4-pro-thinking
DeepSeek · MIT
1472±0.0
1.1K votes 1472.000 [1472.0, 1472.0] 11.00 · 波动Unstable $0.43 / $0.87 1M
13 6 - 23
muse-spark
Meta · Proprietary
1469±0.0
384 votes 1469.000 [1469.0, 1469.0] 17.00 · 不稳Volatile N/A N/A
14 10 - 22
mimo-v2.5-pro
小米 · MIT
1458±0.0
1.5K votes 1458.000 [1458.0, 1458.0] 12.00 · 不稳Volatile $1 / $3 1M
15 10 - 24
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1449±0.0
1.3K votes 1449.000 [1449.0, 1449.0] 14.00 · 不稳Volatile N/A N/A
16 12 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±0.0
3.9K votes 1448.000 [1448.0, 1448.0] 11.00 · 波动Unstable $5 / $25 200K
17 10 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1445±0.0
1.3K votes 1445.000 [1445.0, 1445.0] 17.00 · 不稳Volatile N/A N/A
18 12 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1444±0.0
1.9K votes 1444.000 [1444.0, 1444.0] 15.00 · 不稳Volatile $0.33 / $1.95 1M
19 10 - 29
glm-4.7
智谱 ZAI · MIT
1441±0.0
1.1K votes 1441.000 [1441.0, 1441.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
20 13 - 30
mimo-v2.5
小米 · MIT
1434±0.0
1.2K votes 1434.000 [1434.0, 1434.0] 17.00 · 不稳Volatile $0.40 / $2 1M
21 13 - 31
glm-5
智谱 ZAI · MIT
1429±0.0
1.6K votes 1429.000 [1429.0, 1429.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
22 14 - 31
mimo-v2-pro
小米 · Proprietary
1426±0.0
2.0K votes 1426.000 [1426.0, 1426.0] 17.00 · 不稳Volatile $1 / $3 1M
23 17 - 33
gemini-3-pro
Google · Proprietary
1420±0.0
4.0K votes 1420.000 [1420.0, 1420.0] 16.00 · 不稳Volatile $2 / $12 1M
24 19 - 35
kimi-k2.5-thinking
月之暗面 · Modified MIT
1415±0.0
2.8K votes 1415.000 [1415.0, 1415.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
25 13 - 42
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1415±0.0
415 votes 1415.000 [1415.0, 1415.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
26 17 - 37
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1414±0.0
1.3K votes 1414.000 [1414.0, 1414.0] 20.00 · 不稳Volatile N/A N/A
27 19 - 36
gemini-3-flash
Google · Proprietary
1413±0.0
3.3K votes 1413.000 [1413.0, 1413.0] 17.00 · 不稳Volatile $0.50 / $3 1M
28 20 - 38
gemini-3.1-pro-preview
Google · Proprietary
1407±0.0
3.0K votes 1407.000 [1407.0, 1407.0] 18.00 · 不稳Volatile $2 / $12 1M
29 16 - 49
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±0.0
413 votes 1405.000 [1405.0, 1405.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
30 17 - 51
gpt-5.2
OpenAI · Proprietary
1400±0.0
381 votes 1400.000 [1400.0, 1400.0] 34.00 · 不稳Volatile $1.75 / $14 400K
31 21 - 42
minimax-m2.7
MiniMax · Modified MIT
1399±0.0
1.7K votes 1399.000 [1399.0, 1399.0] 21.00 · 不稳Volatile $0.28 / $1.20 204.8K
32 23 - 43
gpt-5.4-mini-high
OpenAI · Proprietary
1396±0.0
1.7K votes 1396.000 [1396.0, 1396.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
33 24 - 43
minimax-m2.1-preview
MiniMax · MIT
1394±0.0
2.2K votes 1394.000 [1394.0, 1394.0] 19.00 · 不稳Volatile $0.29 / $0.95 204.8K
34 23 - 49
gpt-5.1-medium
OpenAI · Proprietary
1392±0.0
1.3K votes 1392.000 [1392.0, 1392.0] 26.00 · 不稳Volatile $1.25 / $10 400K
35 25 - 43
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±0.0
3.7K votes 1391.000 [1391.0, 1391.0] 18.00 · 不稳Volatile $3 / $15 200K
36 24 - 53
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±0.0
884 votes 1387.000 [1387.0, 1387.0] 29.00 · 不稳Volatile $1.75 / $14 400K
37 28 - 49
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $3 / $15 200K
38 27 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1385±0.0
2.8K votes 1385.000 [1385.0, 1385.0] 23.00 · 不稳Volatile $0.39 / $2.34 262.1K
39 26 - 51
deepseek-v3.2-thinking
DeepSeek · MIT
1385±0.0
1.8K votes 1385.000 [1385.0, 1385.0] 25.00 · 不稳Volatile $0.25 / $0.38 131.1K
40 28 - 51
minimax-m2.5
MiniMax · Modified MIT
1383±0.0
2.2K votes 1383.000 [1383.0, 1383.0] 23.00 · 不稳Volatile $0.15 / $1.15 204.8K
41 28 - 53
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1380±0.0
2.1K votes 1380.000 [1380.0, 1380.0] 25.00 · 不稳Volatile $2 / $6 2M
42 28 - 57
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±0.0
947 votes 1370.000 [1370.0, 1370.0] 29.00 · 不稳Volatile $0.40 / $1.90 262.1K
43 33 - 56
gemini-3-flash (thinking-minimal)
Google · Proprietary
1369±0.0
4.5K votes 1369.000 [1369.0, 1369.0] 23.00 · 不稳Volatile $0.50 / $3 1M
44 33 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1365±0.0
2.2K votes 1365.000 [1365.0, 1365.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
45 33 - 57
claude-opus-4-1-20250805
Anthropic · Proprietary
1364±0.0
1.8K votes 1364.000 [1364.0, 1364.0] 24.00 · 不稳Volatile $15 / $75 200K
46 36 - 57
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1361±0.0
2.4K votes 1361.000 [1361.0, 1361.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 33 - 60
grok-4.3
xAI · Proprietary
1359±0.0
1.1K votes 1359.000 [1359.0, 1359.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
48 33 - 60
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±0.0
1.0K votes 1358.000 [1358.0, 1358.0] 27.00 · 不稳Volatile $1.75 / $14 400K
49 30 - 62
gpt-5-medium
OpenAI · Proprietary
1358±0.0
682 votes 1358.000 [1358.0, 1358.0] 32.00 · 不稳Volatile $1.25 / $10 400K
50 37 - 60
glm-4.6
智谱 ZAI · MIT
1356±0.0
1.7K votes 1356.000 [1356.0, 1356.0] 23.00 · 不稳Volatile $0.43 / $1.74 202.8K
51 42 - 60
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K votes 1351.000 [1351.0, 1351.0] 18.00 · 不稳Volatile $1.25 / $10 400K
52 40 - 62
gpt-5.1-codex
OpenAI · Proprietary
1350±0.0
1.3K votes 1350.000 [1350.0, 1350.0] 22.00 · 不稳Volatile $1.25 / $10 400K
53 33 - 63
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1346±0.0
396 votes 1346.000 [1346.0, 1346.0] 30.00 · 不稳Volatile N/A N/A
54 42 - 62
gpt-5.2-codex
OpenAI · Proprietary
1346±0.0
2.2K votes 1346.000 [1346.0, 1346.0] 20.00 · 不稳Volatile $1.75 / $14 400K
55 40 - 63
gemma-4-31b
Google · Apache 2.0
1346±0.0
832 votes 1346.000 [1346.0, 1346.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
56 43 - 63
minimax-m2
MiniMax · Apache 2.0
1336±0.0
1.7K votes 1336.000 [1336.0, 1336.0] 20.00 · 不稳Volatile $0.26 / $1 204.8K
57 47 - 63
claude-haiku-4-5-20251001
Anthropic · Proprietary
1335±0.0
5.1K votes 1335.000 [1335.0, 1335.0] 16.00 · 不稳Volatile $1 / $5 200K
58 42 - 63
gemma-4-26b-a4b
Google · Apache 2.0
1334±0.0
406 votes 1334.000 [1334.0, 1334.0] 21.00 · 不稳Volatile N/A N/A
59 47 - 63
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
3.6K votes 1332.000 [1332.0, 1332.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
60 47 - 63
mimo-v2-flash (non-thinking)
小米 · MIT
1330±0.0
1.7K votes 1330.000 [1330.0, 1330.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 51 - 63
deepseek-v3.2
DeepSeek · MIT
1323±0.0
2.6K votes 1323.000 [1323.0, 1323.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
62 51 - 70
KAT-Coder-Pro-V1
快手 · Proprietary
1304±0.0
394 votes 1304.000 [1304.0, 1304.0] 19.00 · 不稳Volatile $0.21 / $0.83 256K
63 54 - 69
mimo-v2-flash (thinking)
小米 · MIT
1303±0.0
551 votes 1303.000 [1303.0, 1303.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
64 62 - 70
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
3.6K votes 1282.000 [1282.0, 1282.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
65 62 - 72
deepseek-v3.2-exp
DeepSeek · MIT
1276±0.0
956 votes 1276.000 [1276.0, 1276.0] 10.00 · 波动Unstable $0.27 / $0.41 163.8K
66 62 - 74
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1254±0.0
518 votes 1254.000 [1254.0, 1254.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
67 62 - 75
gpt-5.1-codex-mini
OpenAI · Proprietary
1252±0.0
295 votes 1252.000 [1252.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $2 400K
68 62 - 76
mistral-large-3
Mistral · Apache 2.0
1249±0.0
226 votes 1249.000 [1249.0, 1249.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
69 62 - 76
grok-4.1-thinking
xAI · Proprietary
1244±0.0
240 votes 1244.000 [1244.0, 1244.0] 14.00 · 不稳Volatile N/A N/A
70 63 - 76
trinity-large-thinking
Arcee AI · Apache 2.0
1242±0.0
391 votes 1242.000 [1242.0, 1242.0] 13.00 · 不稳Volatile $0.22 / $0.85 262.1K
71 65 - 76
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
506 votes 1237.000 [1237.0, 1237.0] 11.00 · 波动Unstable N/A N/A
72 65 - 76
devstral-2
Mistral · Modified MIT
1233±0.0
445 votes 1233.000 [1233.0, 1233.0] 11.00 · 波动Unstable N/A N/A
73 66 - 75
gemini-3.1-flash-lite-preview
Google · Proprietary
1232±0.0
2.7K votes 1232.000 [1232.0, 1232.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
74 66 - 75
grok-4-1-fast-reasoning
xAI · Proprietary
1230±0.0
1.8K votes 1230.000 [1230.0, 1230.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
75 70 - 79
granite-4.1-8b
IBM · Apache 2.0
1179±0.0
461 votes 1179.000 [1179.0, 1179.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
76 67 - 79
grok-4-fast-reasoning
xAI · Proprietary
1175±0.0
219 votes 1175.000 [1175.0, 1175.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
77 75 - 79
gemini-2.5-pro
Google · Proprietary
1153±0.0
623 votes 1153.000 [1153.0, 1153.0] 4.00 · 稳定Stable $1.25 / $10 1M
78 75 - 80
mercury-2
Inception AI · Proprietary
1136±0.0
265 votes 1136.000 [1136.0, 1136.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
79 75 - 80
grok-code-fast-1
xAI · Proprietary
1131±0.0
185 votes 1131.000 [1131.0, 1131.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
80 78 - 80
devstral-medium-2507
Mistral · Proprietary
1062±0.0
149 votes 1062.000 [1062.0, 1062.0] 2.00 · 稳定Stable $0.40 / $2 128K
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