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 - 1
claude-fable-5
Anthropic · Proprietary
1706±0.0
735 票votes 1706.000 [1706.0, 1706.0] 0.00 · 稳定Stable $10 / $50 1M
🥈 2 - 7
claude-opus-4-8-thinking
Anthropic · Proprietary
1611±0.0
1.0K 票votes 1611.000 [1611.0, 1611.0] 5.00 · 波动Unstable $5 / $25 1M
🥉 2 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1610±0.0
726 票votes 1610.000 [1610.0, 1610.0] 5.00 · 波动Unstable $1.40 / $4.40 1M
4 2 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1597±0.0
2.1K 票votes 1597.000 [1597.0, 1597.0] 6.00 · 波动Unstable $5 / $25 1M
5 2 - 10
claude-opus-4-7
Anthropic · Proprietary
1592±0.0
2.1K 票votes 1592.000 [1592.0, 1592.0] 8.00 · 波动Unstable $5 / $25 1M
6 2 - 16
claude-sonnet-5-thinking
Anthropic · Proprietary
1582±0.0
368 票votes 1582.000 [1582.0, 1582.0] 14.00 · 不稳Volatile $2 / $10 1M
7 2 - 11
claude-opus-4-6-thinking
Anthropic · Proprietary
1581±0.0
2.5K 票votes 1581.000 [1581.0, 1581.0] 9.00 · 波动Unstable $5 / $25 1M
8 5 - 14
claude-opus-4-6
Anthropic · Proprietary
1570±0.0
3.0K 票votes 1570.000 [1570.0, 1570.0] 9.00 · 波动Unstable $5 / $25 1M
9 4 - 16
claude-opus-4-8
Anthropic · Proprietary
1564±0.0
1.2K 票votes 1564.000 [1564.0, 1564.0] 12.00 · 不稳Volatile $5 / $25 1M
10 5 - 18
glm-5.1
智谱 ZAI · MIT
1556±0.0
872 票votes 1556.000 [1556.0, 1556.0] 13.00 · 不稳Volatile $1.40 / $4.40 202.8K
11 7 - 18
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1549±0.0
1.1K 票votes 1549.000 [1549.0, 1549.0] 11.00 · 波动Unstable $1.25 / $3.75 1M
12 7 - 18
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1546±0.0
1.9K 票votes 1546.000 [1546.0, 1546.0] 11.00 · 波动Unstable N/A N/A
13 6 - 20
seed-2.1-pro-preview
字节跳动 · Proprietary
1544±0.0
672 票votes 1544.000 [1544.0, 1544.0] 14.00 · 不稳Volatile N/A N/A
14 8 - 18
claude-sonnet-4-6
Anthropic · Proprietary
1544±0.0
3.3K 票votes 1544.000 [1544.0, 1544.0] 10.00 · 波动Unstable $3 / $15 1M
15 7 - 19
gemini-3.5-flash
Google · Proprietary
1542±0.0
1.5K 票votes 1542.000 [1542.0, 1542.0] 12.00 · 不稳Volatile $1.50 / $9 1M
16 10 - 21
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1526±0.0
1.9K 票votes 1526.000 [1526.0, 1526.0] 11.00 · 波动Unstable N/A N/A
17 10 - 21
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K 票votes 1523.000 [1523.0, 1523.0] 11.00 · 波动Unstable $5 / $25 200K
18 8 - 28
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±0.0
349 票votes 1518.000 [1518.0, 1518.0] 20.00 · 不稳Volatile $2.50 / $15 1.1M
19 15 - 26
kimi-k2.6
月之暗面 · Modified MIT
1504±0.0
1.5K 票votes 1504.000 [1504.0, 1504.0] 11.00 · 波动Unstable $0.95 / $4 262.1K
20 14 - 29
qwen3.6-max-preview
阿里巴巴 · Proprietary
1500±0.0
554 票votes 1500.000 [1500.0, 1500.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
21 18 - 28
mimo-v2.5-pro
小米 · MIT
1493±0.0
1.9K 票votes 1493.000 [1493.0, 1493.0] 10.00 · 波动Unstable $0.43 / $0.87 1M
22 18 - 29
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1486±0.0
1.8K 票votes 1486.000 [1486.0, 1486.0] 11.00 · 波动Unstable N/A N/A
23 18 - 31
minimax-m3
MiniMax · MiniMax Community License
1485±0.0
1.1K 票votes 1485.000 [1485.0, 1485.0] 13.00 · 不稳Volatile $0.60 / $2.40 N/A
24 16 - 38
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 票votes 1482.000 [1482.0, 1482.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
25 18 - 31
claude-opus-4-5-20251101
Anthropic · Proprietary
1479±0.0
3.6K 票votes 1479.000 [1479.0, 1479.0] 13.00 · 不稳Volatile $5 / $25 200K
26 18 - 34
kimi-k2.7-code
月之暗面 · Modified MIT
1477±0.0
878 票votes 1477.000 [1477.0, 1477.0] 16.00 · 不稳Volatile $0.74 / $3.50 262.1K
27 19 - 34
gemini-3.1-pro-preview
Google · Proprietary
1472±0.0
3.3K 票votes 1472.000 [1472.0, 1472.0] 15.00 · 不稳Volatile $2 / $12 1M
28 21 - 34
qwen3.6-plus
阿里巴巴 · Proprietary
1463±0.0
2.1K 票votes 1463.000 [1463.0, 1463.0] 13.00 · 不稳Volatile $0.33 / $1.95 1M
29 23 - 39
deepseek-v4-pro
DeepSeek · MIT
1455±0.0
1.5K 票votes 1455.000 [1455.0, 1455.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
30 23 - 39
deepseek-v4-pro-thinking
DeepSeek · MIT
1455±0.0
1.7K 票votes 1455.000 [1455.0, 1455.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
31 25 - 39
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K 票votes 1452.000 [1452.0, 1452.0] 14.00 · 不稳Volatile $2 / $12 1M
32 25 - 39
gemini-3-flash
Google · Proprietary
1451±0.0
3.2K 票votes 1451.000 [1451.0, 1451.0] 14.00 · 不稳Volatile $0.50 / $3 1M
33 19 - 46
gpt-5.2
OpenAI · Proprietary
1446±0.0
341 票votes 1446.000 [1446.0, 1446.0] 27.00 · 不稳Volatile $1.75 / $14 400K
34 25 - 46
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
666 票votes 1440.000 [1440.0, 1440.0] 21.00 · 不稳Volatile $1.75 / $14 400K
35 28 - 45
glm-5
智谱 ZAI · MIT
1432±0.0
1.7K 票votes 1432.000 [1432.0, 1432.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
36 28 - 46
mimo-v2-pro
小米 · Proprietary
1430±0.0
1.4K 票votes 1430.000 [1430.0, 1430.0] 18.00 · 不稳Volatile $1 / $3 1M
37 28 - 46
glm-4.7
智谱 ZAI · MIT
1429±0.0
1.2K 票votes 1429.000 [1429.0, 1429.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
38 33 - 46
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±0.0
3.2K 票votes 1425.000 [1425.0, 1425.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
39 29 - 49
gpt-5-medium
OpenAI · Proprietary
1424±0.0
1.1K 票votes 1424.000 [1424.0, 1424.0] 20.00 · 不稳Volatile $1.25 / $10 400K
40 33 - 46
gpt-5.4-mini-high
OpenAI · Proprietary
1421±0.0
2.0K 票votes 1421.000 [1421.0, 1421.0] 13.00 · 不稳Volatile $0.75 / $4.50 400K
41 33 - 46
mimo-v2.5
小米 · MIT
1420±0.0
1.7K 票votes 1420.000 [1420.0, 1420.0] 13.00 · 不稳Volatile $0.10 / $0.28 1M
42 33 - 53
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K 票votes 1410.000 [1410.0, 1410.0] 20.00 · 不稳Volatile $15 / $75 200K
43 33 - 56
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1405±0.0
712 票votes 1405.000 [1405.0, 1405.0] 23.00 · 不稳Volatile $1.75 / $14 400K
44 28 - 63
gpt-5.4
OpenAI · Proprietary
1402±0.0
175 票votes 1402.000 [1402.0, 1402.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
45 34 - 55
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K 票votes 1401.000 [1401.0, 1401.0] 21.00 · 不稳Volatile $1.25 / $10 400K
46 33 - 56
kimi-k2.5-instant
月之暗面 · Modified MIT
1399±0.0
828 票votes 1399.000 [1399.0, 1399.0] 23.00 · 不稳Volatile $0.38 / $2.02 262.1K
47 41 - 56
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±0.0
3.1K 票votes 1394.000 [1394.0, 1394.0] 15.00 · 不稳Volatile $0.39 / $2.45 256K
48 42 - 55
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±0.0
4.5K 票votes 1393.000 [1393.0, 1393.0] 13.00 · 不稳Volatile $0.50 / $3 1M
49 41 - 56
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±0.0
4.0K 票votes 1392.000 [1392.0, 1392.0] 15.00 · 不稳Volatile $3 / $15 200K
50 42 - 57
minimax-m2.7
MiniMax · Modified MIT
1386±0.0
2.1K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $0.18 / $0.72 204.8K
51 42 - 57
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $3 / $15 200K
52 43 - 59
minimax-m2.1-preview
MiniMax · MIT
1379±0.0
2.0K 票votes 1379.000 [1379.0, 1379.0] 16.00 · 不稳Volatile $0.30 / $1.20 204.8K
53 43 - 62
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K 票votes 1375.000 [1375.0, 1375.0] 19.00 · 不稳Volatile $0.12 / $0.48 204.8K
54 45 - 63
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1370±0.0
2.3K 票votes 1370.000 [1370.0, 1370.0] 18.00 · 不稳Volatile $2 / $6 2M
55 41 - 67
gemma-4-26b-a4b
Google · Apache 2.0
1365±0.0
241 票votes 1365.000 [1365.0, 1365.0] 26.00 · 不稳Volatile N/A N/A
56 42 - 67
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±0.0
313 票votes 1365.000 [1365.0, 1365.0] 25.00 · 不稳Volatile N/A N/A
57 49 - 66
grok-4.3
xAI · Proprietary
1361±0.0
1.6K 票votes 1361.000 [1361.0, 1361.0] 17.00 · 不稳Volatile $1.25 / $2.50 1M
58 51 - 66
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K 票votes 1354.000 [1354.0, 1354.0] 15.00 · 不稳Volatile $1.25 / $10 400K
59 51 - 66
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
60 52 - 67
gemma-4-31b
Google · Apache 2.0
1347±0.0
1.3K 票votes 1347.000 [1347.0, 1347.0] 15.00 · 不稳Volatile $0.14 / $0.40 262.1K
61 52 - 67
gpt-5.1-codex
OpenAI · Proprietary
1346±0.0
1.7K 票votes 1346.000 [1346.0, 1346.0] 15.00 · 不稳Volatile $1.25 / $10 400K
62 52 - 67
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K 票votes 1346.000 [1346.0, 1346.0] 15.00 · 不稳Volatile $0.43 / $1.74 202.8K
63 53 - 67
deepseek-v3.2-thinking
DeepSeek · MIT
1345±0.0
1.8K 票votes 1345.000 [1345.0, 1345.0] 14.00 · 不稳Volatile $0.23 / $0.34 131.1K
64 55 - 68
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
1.6K 票votes 1336.000 [1336.0, 1336.0] 13.00 · 不稳Volatile $0.20 / $1.56 262.1K
65 55 - 68
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K 票votes 1333.000 [1333.0, 1333.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
66 55 - 72
laguna-m.1
Poolside · Proprietary
1324±0.0
617 票votes 1324.000 [1324.0, 1324.0] 17.00 · 不稳Volatile $0.20 / $0.40 262.1K
67 58 - 71
gpt-5.2-codex
OpenAI · Proprietary
1322±0.0
1.7K 票votes 1322.000 [1322.0, 1322.0] 13.00 · 不稳Volatile $1.75 / $14 400K
68 64 - 72
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1314±0.0
3.7K 票votes 1314.000 [1314.0, 1314.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
69 66 - 73
claude-haiku-4-5-20251001
Anthropic · Proprietary
1304±0.0
5.7K 票votes 1304.000 [1304.0, 1304.0] 7.00 · 波动Unstable $1 / $5 200K
70 66 - 76
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.4K 票votes 1300.000 [1300.0, 1300.0] 10.00 · 波动Unstable $0.23 / $0.34 131.1K
71 66 - 82
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
471 票votes 1284.000 [1284.0, 1284.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
72 70 - 80
minimax-m2
MiniMax · Apache 2.0
1280±0.0
2.3K 票votes 1280.000 [1280.0, 1280.0] 10.00 · 波动Unstable $0.26 / $1.02 204.8K
73 70 - 82
deepseek-v3.2-exp
DeepSeek · MIT
1275±0.0
1.4K 票votes 1275.000 [1275.0, 1275.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
74 69 - 83
laguna-xs.2
Poolside · Apache 2.0
1274±0.0
814 票votes 1274.000 [1274.0, 1274.0] 14.00 · 不稳Volatile $0.10 / $0.20 262.1K
75 71 - 83
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±0.0
3.7K 票votes 1264.000 [1264.0, 1264.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
76 67 - 87
trinity-large-thinking
Arcee AI · Apache 2.0
1264±0.0
282 票votes 1264.000 [1264.0, 1264.0] 20.00 · 不稳Volatile $0.25 / $0.80 262.1K
77 71 - 84
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±0.0
2.9K 票votes 1258.000 [1258.0, 1258.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
78 70 - 87
mistral-medium-3.5
Mistral · Modified MIT
1257±0.0
485 票votes 1257.000 [1257.0, 1257.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
79 71 - 88
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±0.0
408 票votes 1244.000 [1244.0, 1244.0] 17.00 · 不稳Volatile $0.25 / $2 400K
80 72 - 88
KAT-Coder-Pro-V1
快手 · Proprietary
1238±0.0
614 票votes 1238.000 [1238.0, 1238.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
81 74 - 88
grok-4-1-fast-reasoning
xAI · Proprietary
1238±0.0
1.6K 票votes 1238.000 [1238.0, 1238.0] 14.00 · 不稳Volatile $0.20 / $0.50 2M
82 71 - 90
grok-4.1-thinking
xAI · Proprietary
1237±0.0
333 票votes 1237.000 [1237.0, 1237.0] 19.00 · 不稳Volatile N/A N/A
83 72 - 90
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
423 票votes 1232.000 [1232.0, 1232.0] 18.00 · 不稳Volatile $0.14 / $1 262.1K
84 76 - 90
granite-4.1-8b
IBM · Apache 2.0
1213±0.0
394 票votes 1213.000 [1213.0, 1213.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
85 77 - 90
mistral-large-3
Mistral · Apache 2.0
1208±0.0
269 票votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
86 77 - 90
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
320 票votes 1203.000 [1203.0, 1203.0] 13.00 · 不稳Volatile N/A N/A
87 79 - 90
gemini-2.5-pro
Google · Proprietary
1200±0.0
862 票votes 1200.000 [1200.0, 1200.0] 11.00 · 波动Unstable $1.25 / $10 1M
88 77 - 91
mercury-2
Inception AI · Proprietary
1187±0.0
211 票votes 1187.000 [1187.0, 1187.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
89 82 - 91
devstral-2
Mistral · Modified MIT
1166±0.0
330 票votes 1166.000 [1166.0, 1166.0] 9.00 · 波动Unstable N/A N/A
90 82 - 92
grok-4-fast-reasoning
xAI · Proprietary
1160±0.0
212 票votes 1160.000 [1160.0, 1160.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
91 88 - 92
grok-code-fast-1
xAI · Proprietary
1120±0.0
259 票votes 1120.000 [1120.0, 1120.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
92 90 - 92
devstral-medium-2507
Mistral · Proprietary
1078±0.0
285 票votes 1078.000 [1078.0, 1078.0] 2.00 · 稳定Stable $0.40 / $2 128K
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