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 - 4
claude-fable-5
Anthropic · Proprietary
1572±0.0
521 votes 1572.000 [1572.0, 1572.0] 3.00 · 稳定Stable $10 / $50 1M
🥈 1 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1562±0.0
591 votes 1562.000 [1562.0, 1562.0] 6.00 · 波动Unstable $1.40 / $4.40 1M
🥉 1 - 12
claude-opus-4-7-thinking
Anthropic · Proprietary
1534±0.0
2.4K votes 1534.000 [1534.0, 1534.0] 11.00 · 波动Unstable $5 / $25 1M
4 2 - 13
claude-opus-4-7
Anthropic · Proprietary
1527±0.0
2.1K votes 1527.000 [1527.0, 1527.0] 11.00 · 波动Unstable $5 / $25 1M
5 3 - 13
claude-opus-4-6
Anthropic · Proprietary
1524±0.0
3.3K votes 1524.000 [1524.0, 1524.0] 10.00 · 波动Unstable $5 / $25 1M
6 3 - 13
claude-sonnet-4-6
Anthropic · Proprietary
1523±0.0
4.0K votes 1523.000 [1523.0, 1523.0] 10.00 · 波动Unstable $3 / $15 1M
7 2 - 17
claude-opus-4-8-thinking
Anthropic · Proprietary
1522±0.0
886 votes 1522.000 [1522.0, 1522.0] 15.00 · 不稳Volatile $5 / $25 1M
8 2 - 17
claude-opus-4-8
Anthropic · Proprietary
1519±0.0
959 votes 1519.000 [1519.0, 1519.0] 15.00 · 不稳Volatile $5 / $25 1M
9 1 - 17
seed-2.1-pro-preview
字节跳动 · Proprietary
1517±0.0
420 votes 1517.000 [1517.0, 1517.0] 16.00 · 不稳Volatile N/A N/A
10 3 - 17
glm-5.1
智谱 ZAI · MIT
1516±0.0
1.1K votes 1516.000 [1516.0, 1516.0] 14.00 · 不稳Volatile $1.40 / $4.40 202.8K
11 3 - 16
claude-opus-4-6-thinking
Anthropic · Proprietary
1515±0.0
3.0K votes 1515.000 [1515.0, 1515.0] 13.00 · 不稳Volatile $5 / $25 1M
12 3 - 17
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1511±0.0
1.1K votes 1511.000 [1511.0, 1511.0] 14.00 · 不稳Volatile $1.25 / $3.75 1M
13 4 - 18
minimax-m3
MiniMax · Proprietary
1496±0.0
1.0K votes 1496.000 [1496.0, 1496.0] 14.00 · 不稳Volatile $0.60 / $2.40 N/A
14 7 - 17
kimi-k2.6
月之暗面 · Modified MIT
1495±0.0
1.8K votes 1495.000 [1495.0, 1495.0] 10.00 · 波动Unstable $0.95 / $4 262.1K
15 7 - 17
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
3.4K votes 1492.000 [1492.0, 1492.0] 10.00 · 波动Unstable $5 / $25 200K
16 7 - 24
gemini-3.5-flash
Google · Proprietary
1485±0.0
660 votes 1485.000 [1485.0, 1485.0] 17.00 · 不稳Volatile $1.50 / $9 1M
17 8 - 26
qwen3.6-max-preview
阿里巴巴 · Proprietary
1478±0.0
714 votes 1478.000 [1478.0, 1478.0] 18.00 · 不稳Volatile $1.04 / $6.24 262.1K
18 16 - 26
mimo-v2.5-pro
小米 · MIT
1461±0.0
2.1K votes 1461.000 [1461.0, 1461.0] 10.00 · 波动Unstable $0.43 / $0.87 1M
19 16 - 29
deepseek-v4-pro-thinking
DeepSeek · MIT
1458±0.0
1.8K votes 1458.000 [1458.0, 1458.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
20 15 - 34
kimi-k2.7-code
月之暗面 · Modified MIT
1453±0.0
591 votes 1453.000 [1453.0, 1453.0] 19.00 · 不稳Volatile $0.61 / $3.07 262.1K
21 16 - 31
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1449±0.0
2.0K votes 1449.000 [1449.0, 1449.0] 15.00 · 不稳Volatile N/A N/A
22 17 - 30
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±0.0
4.0K votes 1448.000 [1448.0, 1448.0] 13.00 · 不稳Volatile $5 / $25 200K
23 16 - 31
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1448±0.0
2.0K votes 1448.000 [1448.0, 1448.0] 15.00 · 不稳Volatile N/A N/A
24 17 - 31
qwen3.6-plus
阿里巴巴 · Proprietary
1445±0.0
2.6K votes 1445.000 [1445.0, 1445.0] 14.00 · 不稳Volatile $0.33 / $1.95 1M
25 16 - 36
glm-4.7
智谱 ZAI · MIT
1441±0.0
1.1K votes 1441.000 [1441.0, 1441.0] 20.00 · 不稳Volatile $0.40 / $1.75 202.8K
26 19 - 37
mimo-v2.5
小米 · MIT
1432±0.0
1.8K votes 1432.000 [1432.0, 1432.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
27 19 - 37
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
28 16 - 50
gpt-5.4
OpenAI · Proprietary
1428±0.0
184 votes 1428.000 [1428.0, 1428.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
29 20 - 37
mimo-v2-pro
小米 · Proprietary
1425±0.0
2.0K votes 1425.000 [1425.0, 1425.0] 17.00 · 不稳Volatile $1 / $3 1M
30 24 - 38
gemini-3-pro
Google · Proprietary
1420±0.0
4.0K votes 1420.000 [1420.0, 1420.0] 14.00 · 不稳Volatile $2 / $12 1M
31 25 - 41
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±0.0
3.3K votes 1417.000 [1417.0, 1417.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
32 24 - 42
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1417±0.0
2.1K votes 1417.000 [1417.0, 1417.0] 18.00 · 不稳Volatile N/A N/A
33 19 - 49
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1415±0.0
415 votes 1415.000 [1415.0, 1415.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
34 25 - 43
gemini-3-flash
Google · Proprietary
1413±0.0
3.3K votes 1413.000 [1413.0, 1413.0] 18.00 · 不稳Volatile $0.50 / $3 1M
35 26 - 45
gemini-3.1-pro-preview
Google · Proprietary
1408±0.0
3.8K votes 1408.000 [1408.0, 1408.0] 19.00 · 不稳Volatile $2 / $12 1M
36 21 - 56
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±0.0
413 votes 1405.000 [1405.0, 1405.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
37 24 - 58
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
38 30 - 50
minimax-m2.7
MiniMax · Modified MIT
1396±0.0
2.2K votes 1396.000 [1396.0, 1396.0] 20.00 · 不稳Volatile $0.25 / $1 204.8K
39 30 - 50
minimax-m2.1-preview
MiniMax · MIT
1395±0.0
2.2K votes 1395.000 [1395.0, 1395.0] 20.00 · 不稳Volatile $0.29 / $0.95 204.8K
40 29 - 56
gpt-5.1-medium
OpenAI · Proprietary
1392±0.0
1.3K votes 1392.000 [1392.0, 1392.0] 27.00 · 不稳Volatile $1.25 / $10 400K
41 31 - 52
gpt-5.4-mini-high
OpenAI · Proprietary
1392±0.0
2.3K votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
42 32 - 50
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
43 33 - 52
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
3.5K votes 1389.000 [1389.0, 1389.0] 19.00 · 不稳Volatile $0.39 / $2.45 256K
44 30 - 60
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±0.0
885 votes 1387.000 [1387.0, 1387.0] 30.00 · 不稳Volatile $1.75 / $14 400K
45 34 - 55
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
46 33 - 58
deepseek-v3.2-thinking
DeepSeek · MIT
1385±0.0
1.8K votes 1385.000 [1385.0, 1385.0] 25.00 · 不稳Volatile $0.23 / $0.34 131.1K
47 34 - 58
minimax-m2.5
MiniMax · Modified MIT
1383±0.0
2.2K votes 1383.000 [1383.0, 1383.0] 24.00 · 不稳Volatile $0.15 / $0.90 204.8K
48 34 - 65
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±0.0
946 votes 1370.000 [1370.0, 1370.0] 31.00 · 不稳Volatile $0.38 / $2.02 262.1K
49 41 - 64
gemini-3-flash (thinking-minimal)
Google · Proprietary
1368±0.0
5.3K votes 1368.000 [1368.0, 1368.0] 23.00 · 不稳Volatile $0.50 / $3 1M
50 39 - 64
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1367±0.0
2.8K votes 1367.000 [1367.0, 1367.0] 25.00 · 不稳Volatile $2 / $6 2M
51 39 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1365±0.0
1.8K votes 1365.000 [1365.0, 1365.0] 26.00 · 不稳Volatile $15 / $75 200K
52 41 - 65
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±0.0
2.2K votes 1364.000 [1364.0, 1364.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
53 34 - 70
laguna-m.1
Poolside · Proprietary
1361±0.0
566 votes 1361.000 [1361.0, 1361.0] 36.00 · 不稳Volatile $0.20 / $0.40 262.1K
54 44 - 65
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1360±0.0
2.4K votes 1360.000 [1360.0, 1360.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
55 35 - 70
gpt-5-medium
OpenAI · Proprietary
1358±0.0
682 votes 1358.000 [1358.0, 1358.0] 35.00 · 不稳Volatile $1.25 / $10 400K
56 41 - 68
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
57 44 - 68
glm-4.6
智谱 ZAI · MIT
1356±0.0
1.7K votes 1356.000 [1356.0, 1356.0] 24.00 · 不稳Volatile $0.43 / $1.74 202.8K
58 48 - 68
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K votes 1351.000 [1351.0, 1351.0] 20.00 · 不稳Volatile $1.25 / $10 400K
59 47 - 70
gpt-5.1-codex
OpenAI · Proprietary
1350±0.0
1.3K votes 1350.000 [1350.0, 1350.0] 23.00 · 不稳Volatile $1.25 / $10 400K
60 48 - 70
grok-4.3
xAI · Proprietary
1349±0.0
1.8K votes 1349.000 [1349.0, 1349.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
61 47 - 71
gemma-4-31b
Google · Apache 2.0
1348±0.0
1.1K votes 1348.000 [1348.0, 1348.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
62 48 - 70
gpt-5.2-codex
OpenAI · Proprietary
1346±0.0
2.2K votes 1346.000 [1346.0, 1346.0] 22.00 · 不稳Volatile $1.75 / $14 400K
63 42 - 72
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1344±0.0
400 votes 1344.000 [1344.0, 1344.0] 30.00 · 不稳Volatile N/A N/A
64 54 - 71
claude-haiku-4-5-20251001
Anthropic · Proprietary
1337±0.0
5.7K votes 1337.000 [1337.0, 1337.0] 17.00 · 不稳Volatile $1 / $5 200K
65 50 - 72
minimax-m2
MiniMax · Apache 2.0
1337±0.0
1.7K votes 1337.000 [1337.0, 1337.0] 22.00 · 不稳Volatile $0.26 / $1 204.8K
66 48 - 72
gemma-4-26b-a4b
Google · Apache 2.0
1333±0.0
407 votes 1333.000 [1333.0, 1333.0] 24.00 · 不稳Volatile N/A N/A
67 54 - 72
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
3.6K votes 1332.000 [1332.0, 1332.0] 18.00 · 不稳Volatile $1.15 / $8 262.1K
68 54 - 72
mimo-v2-flash (non-thinking)
小米 · MIT
1330±0.0
1.7K votes 1330.000 [1330.0, 1330.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
69 57 - 72
deepseek-v3.2
DeepSeek · MIT
1323±0.0
2.6K votes 1323.000 [1323.0, 1323.0] 15.00 · 不稳Volatile $0.23 / $0.34 131.1K
70 57 - 80
KAT-Coder-Pro-V1
快手 · Proprietary
1305±0.0
394 votes 1305.000 [1305.0, 1305.0] 23.00 · 不稳Volatile $0.21 / $0.83 256K
71 62 - 79
mimo-v2-flash (thinking)
小米 · MIT
1304±0.0
551 votes 1304.000 [1304.0, 1304.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
72 64 - 80
laguna-xs.2
Poolside · Apache 2.0
1297±0.0
658 votes 1297.000 [1297.0, 1297.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
73 70 - 80
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
3.6K votes 1282.000 [1282.0, 1282.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
74 70 - 82
deepseek-v3.2-exp
DeepSeek · MIT
1276±0.0
957 votes 1276.000 [1276.0, 1276.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
75 70 - 84
mistral-medium-3.5
Mistral · Modified MIT
1271±0.0
606 votes 1271.000 [1271.0, 1271.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
76 70 - 84
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1255±0.0
518 votes 1255.000 [1255.0, 1255.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
77 70 - 85
gpt-5.1-codex-mini
OpenAI · Proprietary
1253±0.0
295 votes 1253.000 [1253.0, 1253.0] 15.00 · 不稳Volatile $0.25 / $2 400K
78 70 - 86
mistral-large-3
Mistral · Apache 2.0
1249±0.0
226 votes 1249.000 [1249.0, 1249.0] 16.00 · 不稳Volatile $0.50 / $1.50 N/A
79 70 - 86
grok-4.1-thinking
xAI · Proprietary
1244±0.0
240 votes 1244.000 [1244.0, 1244.0] 16.00 · 不稳Volatile N/A N/A
80 71 - 86
trinity-large-thinking
Arcee AI · Apache 2.0
1240±0.0
393 votes 1240.000 [1240.0, 1240.0] 15.00 · 不稳Volatile $0.25 / $0.80 262.1K
81 74 - 86
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
506 votes 1237.000 [1237.0, 1237.0] 12.00 · 不稳Volatile N/A N/A
82 75 - 84
gemini-3.1-flash-lite-preview
Google · Proprietary
1235±0.0
3.4K votes 1235.000 [1235.0, 1235.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
83 74 - 86
devstral-2
Mistral · Modified MIT
1234±0.0
445 votes 1234.000 [1234.0, 1234.0] 12.00 · 不稳Volatile N/A N/A
84 75 - 85
grok-4-1-fast-reasoning
xAI · Proprietary
1230±0.0
1.8K votes 1230.000 [1230.0, 1230.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
85 80 - 89
granite-4.1-8b
IBM · Apache 2.0
1179±0.0
467 votes 1179.000 [1179.0, 1179.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
86 78 - 89
grok-4-fast-reasoning
xAI · Proprietary
1177±0.0
220 votes 1177.000 [1177.0, 1177.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
87 85 - 90
gemini-2.5-pro
Google · Proprietary
1154±0.0
623 votes 1154.000 [1154.0, 1154.0] 5.00 · 波动Unstable $1.25 / $10 1M
88 85 - 90
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
89 85 - 90
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
90 87 - 90
devstral-medium-2507
Mistral · Proprietary
1063±0.0
149 votes 1063.000 [1063.0, 1063.0] 3.00 · 稳定Stable $0.40 / $2 128K
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