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
1562±0.0
448 票votes 1562.000 [1562.0, 1562.0] 8.00 · 波动Unstable $5 / $25 1M
🥈 1 - 9
claude-opus-4-7
Anthropic · Proprietary
1556±0.0
426 票votes 1556.000 [1556.0, 1556.0] 8.00 · 波动Unstable $5 / $25 1M
🥉 1 - 9
claude-opus-4-6
Anthropic · Proprietary
1552±0.0
1.1K 票votes 1552.000 [1552.0, 1552.0] 8.00 · 波动Unstable $5 / $25 1M
4 1 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1549±0.0
995 票votes 1549.000 [1549.0, 1549.0] 8.00 · 波动Unstable $5 / $25 1M
5 1 - 17
glm-5.1
智谱 ZAI · MIT
1531±0.0
527 票votes 1531.000 [1531.0, 1531.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 20
muse-spark
Meta · Proprietary
1525±0.0
186 票votes 1525.000 [1525.0, 1525.0] 19.00 · 不稳Volatile N/A N/A
7 1 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1519±0.0
1.3K 票votes 1519.000 [1519.0, 1519.0] 16.00 · 不稳Volatile $3 / $15 1M
8 1 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1518±0.0
335 票votes 1518.000 [1518.0, 1518.0] 18.00 · 不稳Volatile N/A N/A
9 1 - 20
kimi-k2.6
月之暗面 · Modified MIT
1513±0.0
380 票votes 1513.000 [1513.0, 1513.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
10 5 - 17
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±0.0
8.0K 票votes 1503.000 [1503.0, 1503.0] 12.00 · 不稳Volatile $5 / $25 200K
11 5 - 20
gemini-3.1-pro-preview
Google · Proprietary
1499±0.0
1.0K 票votes 1499.000 [1499.0, 1499.0] 15.00 · 不稳Volatile $2 / $12 1M
12 5 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1490±0.0
322 票votes 1490.000 [1490.0, 1490.0] 20.00 · 不稳Volatile N/A N/A
13 5 - 29
mimo-v2.5-pro
小米 · MIT
1476±0.0
391 票votes 1476.000 [1476.0, 1476.0] 24.00 · 不稳Volatile $1 / $3 1M
14 9 - 22
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
8.4K 票votes 1474.000 [1474.0, 1474.0] 13.00 · 不稳Volatile $5 / $25 200K
15 5 - 32
qwen3.6-max-preview
阿里巴巴 · Proprietary
1474±0.0
170 票votes 1474.000 [1474.0, 1474.0] 27.00 · 不稳Volatile $1.04 / $6.24 262.1K
16 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1473±0.0
165 票votes 1473.000 [1473.0, 1473.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
17 5 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1470±0.0
184 票votes 1470.000 [1470.0, 1470.0] 27.00 · 不稳Volatile $0.43 / $0.87 1M
18 8 - 29
qwen3.6-plus
阿里巴巴 · Proprietary
1466±0.0
566 票votes 1466.000 [1466.0, 1466.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
19 12 - 26
gemini-3-pro
Google · Proprietary
1462±0.0
13.8K 票votes 1462.000 [1462.0, 1462.0] 14.00 · 不稳Volatile $2 / $12 1M
20 5 - 38
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
160 票votes 1457.000 [1457.0, 1457.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
21 12 - 31
glm-5
智谱 ZAI · MIT
1452±0.0
804 票votes 1452.000 [1452.0, 1452.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
22 8 - 36
mimo-v2.5
小米 · MIT
1449±0.0
255 票votes 1449.000 [1449.0, 1449.0] 28.00 · 不稳Volatile $0.40 / $2 1M
23 13 - 30
glm-4.7
智谱 ZAI · MIT
1449±0.0
4.8K 票votes 1449.000 [1449.0, 1449.0] 17.00 · 不稳Volatile $0.40 / $1.75 202.8K
24 15 - 31
gemini-3-flash
Google · Proprietary
1440±0.0
9.3K 票votes 1440.000 [1440.0, 1440.0] 16.00 · 不稳Volatile $0.50 / $3 1M
25 13 - 36
mimo-v2-pro
小米 · Proprietary
1435±0.0
613 票votes 1435.000 [1435.0, 1435.0] 23.00 · 不稳Volatile $1 / $3 1M
26 14 - 44
gpt-5.4-mini-high
OpenAI · Proprietary
1426±0.0
476 票votes 1426.000 [1426.0, 1426.0] 30.00 · 不稳Volatile $0.75 / $4.50 400K
27 15 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1425±0.0
393 票votes 1425.000 [1425.0, 1425.0] 32.00 · 不稳Volatile $1.75 / $14 400K
28 15 - 44
minimax-m2.7
MiniMax · Modified MIT
1421±0.0
630 票votes 1421.000 [1421.0, 1421.0] 29.00 · 不稳Volatile $0.30 / $1.20 196.6K
29 15 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±0.0
360 票votes 1420.000 [1420.0, 1420.0] 32.00 · 不稳Volatile $1.75 / $14 400K
30 18 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1420±0.0
1.4K 票votes 1420.000 [1420.0, 1420.0] 22.00 · 不稳Volatile $0.60 / $3 N/A
31 17 - 47
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±0.0
589 票votes 1415.000 [1415.0, 1415.0] 30.00 · 不稳Volatile $0.44 / $2 262.1K
32 20 - 47
gpt-5.2
OpenAI · Proprietary
1412±0.0
1.5K 票votes 1412.000 [1412.0, 1412.0] 27.00 · 不稳Volatile $1.75 / $14 400K
33 23 - 47
minimax-m2.5
MiniMax · Modified MIT
1405±0.0
1.0K 票votes 1405.000 [1405.0, 1405.0] 24.00 · 不稳Volatile $0.15 / $1.15 196.6K
34 23 - 47
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
6.8K 票votes 1404.000 [1404.0, 1404.0] 24.00 · 不稳Volatile $0.29 / $0.95 196.6K
35 23 - 47
gpt-5-medium
OpenAI · Proprietary
1401±0.0
3.8K 票votes 1401.000 [1401.0, 1401.0] 24.00 · 不稳Volatile $1.25 / $10 400K
36 25 - 47
gemini-3-flash (thinking-minimal)
Google · Proprietary
1400±0.0
6.3K 票votes 1400.000 [1400.0, 1400.0] 22.00 · 不稳Volatile $0.50 / $3 1M
37 23 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1399±0.0
1.0K 票votes 1399.000 [1399.0, 1399.0] 25.00 · 不稳Volatile $0.39 / $2.34 262.1K
38 25 - 47
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
6.1K 票votes 1398.000 [1398.0, 1398.0] 22.00 · 不稳Volatile $1.25 / $10 400K
39 26 - 47
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±0.0
11.3K 票votes 1396.000 [1396.0, 1396.0] 21.00 · 不稳Volatile $3 / $15 200K
40 27 - 48
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±0.0
8.6K 票votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $15 / $75 200K
41 30 - 48
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
12.9K 票votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $3 / $15 200K
42 27 - 53
qwen3.5-27b
阿里巴巴 · Apache 2.0
1379±0.0
761 票votes 1379.000 [1379.0, 1379.0] 26.00 · 不稳Volatile $0.20 / $1.56 262.1K
43 27 - 54
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±0.0
675 票votes 1377.000 [1377.0, 1377.0] 27.00 · 不稳Volatile $2 / $6 2M
44 39 - 53
deepseek-v3.2-thinking
DeepSeek · MIT
1372±0.0
4.0K 票votes 1372.000 [1372.0, 1372.0] 14.00 · 不稳Volatile $0.25 / $0.38 131.1K
45 42 - 54
glm-4.6
智谱 ZAI · MIT
1362±0.0
8.3K 票votes 1362.000 [1362.0, 1362.0] 12.00 · 不稳Volatile $0.39 / $1.90 204.8K
46 42 - 55
mimo-v2-flash (non-thinking)
小米 · MIT
1362±0.0
4.1K 票votes 1362.000 [1362.0, 1362.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
47 26 - 62
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1360±0.0
173 票votes 1360.000 [1360.0, 1360.0] 36.00 · 不稳Volatile N/A N/A
48 42 - 55
gpt-5.1
OpenAI · Proprietary
1360±0.0
10.0K 票votes 1360.000 [1360.0, 1360.0] 13.00 · 不稳Volatile $1.25 / $10 400K
49 30 - 59
gemma-4-31b
Google · Apache 2.0
1358±0.0
271 票votes 1358.000 [1358.0, 1358.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
50 29 - 60
grok-4.3
xAI · Proprietary
1357±0.0
256 票votes 1357.000 [1357.0, 1357.0] 31.00 · 不稳Volatile $1.25 / $2.50 1M
51 27 - 62
gemma-4-26b-a4b
Google · Apache 2.0
1355±0.0
203 票votes 1355.000 [1355.0, 1355.0] 35.00 · 不稳Volatile N/A N/A
52 42 - 58
mimo-v2-flash (thinking)
小米 · MIT
1348±0.0
1.2K 票votes 1348.000 [1348.0, 1348.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
53 42 - 58
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1345±0.0
833 票votes 1345.000 [1345.0, 1345.0] 16.00 · 不稳Volatile $0.26 / $2.08 262.1K
54 46 - 58
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
3.1K 票votes 1340.000 [1340.0, 1340.0] 12.00 · 不稳Volatile $1.75 / $14 400K
55 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
6.2K 票votes 1336.000 [1336.0, 1336.0] 10.00 · 波动Unstable $1.25 / $10 400K
56 48 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
10.0K 票votes 1336.000 [1336.0, 1336.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
57 44 - 66
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±0.0
251 票votes 1316.000 [1316.0, 1316.0] 22.00 · 不稳Volatile $0.14 / $1 262.1K
58 53 - 63
minimax-m2
MiniMax · Apache 2.0
1312±0.0
8.4K 票votes 1312.000 [1312.0, 1312.0] 10.00 · 波动Unstable $0.26 / $1 196.6K
59 55 - 64
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±0.0
11.5K 票votes 1308.000 [1308.0, 1308.0] 9.00 · 波动Unstable $1 / $5 200K
60 55 - 64
deepseek-v3.2
DeepSeek · MIT
1307±0.0
5.3K 票votes 1307.000 [1307.0, 1307.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
61 48 - 68
qwen3.5-flash
阿里巴巴 · Proprietary
1306±0.0
196 票votes 1306.000 [1306.0, 1306.0] 20.00 · 不稳Volatile N/A N/A
62 57 - 65
deepseek-v3.2-exp
DeepSeek · MIT
1294±0.0
4.9K 票votes 1294.000 [1294.0, 1294.0] 8.00 · 波动Unstable $0.27 / $0.41 163.8K
63 58 - 66
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±0.0
10.8K 票votes 1291.000 [1291.0, 1291.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
64 54 - 72
trinity-large-thinking
Arcee AI · Apache 2.0
1274±0.0
197 票votes 1274.000 [1274.0, 1274.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
65 60 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1270±0.0
913 票votes 1270.000 [1270.0, 1270.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
66 61 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1266±0.0
1.9K 票votes 1266.000 [1266.0, 1266.0] 8.00 · 波动Unstable $0.21 / $0.83 256K
67 63 - 72
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±0.0
1.4K 票votes 1247.000 [1247.0, 1247.0] 9.00 · 波动Unstable $0.25 / $2 400K
68 64 - 72
grok-4-1-fast-reasoning
xAI · Proprietary
1243±0.0
5.5K 票votes 1243.000 [1243.0, 1243.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
69 65 - 73
mistral-large-3
Mistral · Apache 2.0
1228±0.0
1.0K 票votes 1228.000 [1228.0, 1228.0] 8.00 · 波动Unstable $0.50 / $1.50 N/A
70 66 - 73
grok-4.1-thinking
xAI · Proprietary
1216±0.0
1.2K 票votes 1216.000 [1216.0, 1216.0] 7.00 · 波动Unstable N/A N/A
71 66 - 73
devstral-2
Mistral · Modified MIT
1214±0.0
1.3K 票votes 1214.000 [1214.0, 1214.0] 7.00 · 波动Unstable N/A N/A
72 69 - 73
gemini-2.5-pro
Google · Proprietary
1210±0.0
3.3K 票votes 1210.000 [1210.0, 1210.0] 4.00 · 稳定Stable $1.25 / $10 1M
73 63 - 75
mercury-2
Inception AI · Proprietary
1207±0.0
100 票votes 1207.000 [1207.0, 1207.0] 12.00 · 不稳Volatile $0.25 / $0.75 128K
74 73 - 75
grok-4-fast-reasoning
xAI · Proprietary
1156±0.0
934 票votes 1156.000 [1156.0, 1156.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
75 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±0.0
982 票votes 1146.000 [1146.0, 1146.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
76 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±0.0
993 票votes 1097.000 [1097.0, 1097.0] 0.00 · 稳定Stable $0.40 / $2 128K
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