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
1564±0.0
419 票votes 1564.000 [1564.0, 1564.0] 8.00 · 波动Unstable $5 / $25 1M
🥈 1 - 10
claude-opus-4-7
Anthropic · Proprietary
1553±0.0
405 票votes 1553.000 [1553.0, 1553.0] 9.00 · 波动Unstable $5 / $25 1M
🥉 1 - 9
claude-opus-4-6
Anthropic · Proprietary
1550±0.0
1.1K 票votes 1550.000 [1550.0, 1550.0] 8.00 · 波动Unstable $5 / $25 1M
4 1 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1547±0.0
968 票votes 1547.000 [1547.0, 1547.0] 8.00 · 波动Unstable $5 / $25 1M
5 1 - 16
glm-5.1
智谱 ZAI · MIT
1532±0.0
525 票votes 1532.000 [1532.0, 1532.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 19
muse-spark
Meta · Proprietary
1525±0.0
186 票votes 1525.000 [1525.0, 1525.0] 18.00 · 不稳Volatile N/A N/A
7 1 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1520±0.0
1.3K 票votes 1520.000 [1520.0, 1520.0] 15.00 · 不稳Volatile $3 / $15 1M
8 1 - 18
kimi-k2.6
月之暗面 · Modified MIT
1520±0.0
360 票votes 1520.000 [1520.0, 1520.0] 17.00 · 不稳Volatile $0.95 / $4 262.1K
9 1 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1515±0.0
316 票votes 1515.000 [1515.0, 1515.0] 18.00 · 不稳Volatile N/A N/A
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 - 19
gemini-3.1-pro-preview
Google · Proprietary
1499±0.0
1.0K 票votes 1499.000 [1499.0, 1499.0] 14.00 · 不稳Volatile $2 / $12 1M
12 4 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1489±0.0
291 票votes 1489.000 [1489.0, 1489.0] 21.00 · 不稳Volatile N/A N/A
13 5 - 27
mimo-v2.5-pro
小米 · MIT
1477±0.0
378 票votes 1477.000 [1477.0, 1477.0] 22.00 · 不稳Volatile $1 / $3 1M
14 9 - 21
claude-opus-4-5-20251101
Anthropic · Proprietary
1475±0.0
8.4K 票votes 1475.000 [1475.0, 1475.0] 12.00 · 不稳Volatile $5 / $25 200K
15 5 - 30
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±0.0
165 票votes 1474.000 [1474.0, 1474.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
16 5 - 30
deepseek-v4-pro-thinking
DeepSeek · MIT
1472±0.0
183 票votes 1472.000 [1472.0, 1472.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
17 7 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1470±0.0
549 票votes 1470.000 [1470.0, 1470.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
18 12 - 25
gemini-3-pro
Google · Proprietary
1462±0.0
13.8K 票votes 1462.000 [1462.0, 1462.0] 13.00 · 不稳Volatile $2 / $12 1M
19 5 - 35
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
160 票votes 1457.000 [1457.0, 1457.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
20 12 - 29
glm-5
智谱 ZAI · MIT
1452±0.0
804 票votes 1452.000 [1452.0, 1452.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
21 8 - 35
mimo-v2.5
小米 · MIT
1451±0.0
227 票votes 1451.000 [1451.0, 1451.0] 27.00 · 不稳Volatile $0.40 / $2 1M
22 13 - 28
glm-4.7
智谱 ZAI · MIT
1449±0.0
4.8K 票votes 1449.000 [1449.0, 1449.0] 15.00 · 不稳Volatile $0.38 / $1.74 202.8K
23 15 - 29
gemini-3-flash
Google · Proprietary
1440±0.0
9.3K 票votes 1440.000 [1440.0, 1440.0] 14.00 · 不稳Volatile $0.50 / $3 1M
24 13 - 35
mimo-v2-pro
小米 · Proprietary
1435±0.0
588 票votes 1435.000 [1435.0, 1435.0] 22.00 · 不稳Volatile $1 / $3 1M
25 13 - 42
gpt-5.4-mini-high
OpenAI · Proprietary
1427±0.0
454 票votes 1427.000 [1427.0, 1427.0] 29.00 · 不稳Volatile $0.75 / $4.50 400K
26 15 - 42
minimax-m2.7
MiniMax · Modified MIT
1421±0.0
608 票votes 1421.000 [1421.0, 1421.0] 27.00 · 不稳Volatile $0.30 / $1.20 196.6K
27 13 - 44
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±0.0
360 票votes 1420.000 [1420.0, 1420.0] 31.00 · 不稳Volatile $1.75 / $14 400K
28 18 - 37
kimi-k2.5-thinking
月之暗面 · Modified MIT
1419±0.0
1.4K 票votes 1419.000 [1419.0, 1419.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
29 17 - 44
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±0.0
589 票votes 1415.000 [1415.0, 1415.0] 27.00 · 不稳Volatile $0.44 / $2 262.1K
30 20 - 44
gpt-5.2
OpenAI · Proprietary
1412±0.0
1.5K 票votes 1412.000 [1412.0, 1412.0] 24.00 · 不稳Volatile $1.75 / $14 400K
31 22 - 44
minimax-m2.5
MiniMax · Modified MIT
1405±0.0
1.0K 票votes 1405.000 [1405.0, 1405.0] 22.00 · 不稳Volatile $0.15 / $1.15 196.6K
32 22 - 44
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
6.8K 票votes 1404.000 [1404.0, 1404.0] 22.00 · 不稳Volatile $0.29 / $0.95 196.6K
33 22 - 44
gpt-5-medium
OpenAI · Proprietary
1401±0.0
3.8K 票votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $1.25 / $10 400K
34 22 - 44
gemini-3-flash (thinking-minimal)
Google · Proprietary
1401±0.0
6.3K 票votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $0.50 / $3 1M
35 22 - 45
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±0.0
1.0K 票votes 1400.000 [1400.0, 1400.0] 23.00 · 不稳Volatile $0.39 / $2.34 262.1K
36 25 - 44
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
6.1K 票votes 1398.000 [1398.0, 1398.0] 19.00 · 不稳Volatile $1.25 / $10 400K
37 25 - 44
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±0.0
11.3K 票votes 1396.000 [1396.0, 1396.0] 19.00 · 不稳Volatile $3 / $15 200K
38 26 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±0.0
8.5K 票votes 1392.000 [1392.0, 1392.0] 19.00 · 不稳Volatile $15 / $75 200K
39 28 - 45
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
12.9K 票votes 1386.000 [1386.0, 1386.0] 17.00 · 不稳Volatile $3 / $15 200K
40 26 - 50
qwen3.5-27b
阿里巴巴 · Apache 2.0
1380±0.0
743 票votes 1380.000 [1380.0, 1380.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
41 26 - 52
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±0.0
651 票votes 1377.000 [1377.0, 1377.0] 26.00 · 不稳Volatile $2 / $6 2M
42 37 - 50
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
4.0K 票votes 1373.000 [1373.0, 1373.0] 13.00 · 不稳Volatile $0.25 / $0.38 131.1K
43 40 - 51
glm-4.6
智谱 ZAI · MIT
1363±0.0
8.3K 票votes 1363.000 [1363.0, 1363.0] 11.00 · 波动Unstable $0.39 / $1.90 204.8K
44 26 - 57
grok-4.3
xAI · Proprietary
1361±0.0
224 票votes 1361.000 [1361.0, 1361.0] 31.00 · 不稳Volatile $1.25 / $2.50 1M
45 40 - 52
mimo-v2-flash (non-thinking)
小米 · MIT
1361±0.0
4.1K 票votes 1361.000 [1361.0, 1361.0] 12.00 · 不稳Volatile $0.09 / $0.29 262.1K
46 40 - 52
gpt-5.1
OpenAI · Proprietary
1360±0.0
10.0K 票votes 1360.000 [1360.0, 1360.0] 12.00 · 不稳Volatile $1.25 / $10 400K
47 28 - 57
gemma-4-31b
Google · Apache 2.0
1358±0.0
257 票votes 1358.000 [1358.0, 1358.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
48 26 - 59
gemma-4-26b-a4b
Google · Apache 2.0
1356±0.0
203 票votes 1356.000 [1356.0, 1356.0] 33.00 · 不稳Volatile N/A N/A
49 40 - 55
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1349±0.0
808 票votes 1349.000 [1349.0, 1349.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
50 40 - 55
mimo-v2-flash (thinking)
小米 · MIT
1349±0.0
1.2K 票votes 1349.000 [1349.0, 1349.0] 15.00 · 不稳Volatile $0.09 / $0.29 262.1K
51 43 - 55
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
52 46 - 55
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
6.2K 票votes 1336.000 [1336.0, 1336.0] 9.00 · 波动Unstable $1.25 / $10 400K
53 46 - 55
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
10.0K 票votes 1336.000 [1336.0, 1336.0] 9.00 · 波动Unstable $1.15 / $8 262.1K
54 42 - 63
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±0.0
251 票votes 1316.000 [1316.0, 1316.0] 21.00 · 不稳Volatile $0.15 / $1 262.1K
55 51 - 60
minimax-m2
MiniMax · Apache 2.0
1312±0.0
8.4K 票votes 1312.000 [1312.0, 1312.0] 9.00 · 波动Unstable $0.26 / $1 196.6K
56 53 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±0.0
11.4K 票votes 1308.000 [1308.0, 1308.0] 8.00 · 波动Unstable $1 / $5 200K
57 53 - 61
deepseek-v3.2
DeepSeek · MIT
1307±0.0
5.2K 票votes 1307.000 [1307.0, 1307.0] 8.00 · 波动Unstable $0.25 / $0.38 131.1K
58 46 - 65
qwen3.5-flash
阿里巴巴 · Proprietary
1306±0.0
196 票votes 1306.000 [1306.0, 1306.0] 19.00 · 不稳Volatile N/A N/A
59 54 - 62
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
60 55 - 63
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
61 51 - 69
trinity-large-thinking
Arcee AI · Apache 2.0
1275±0.0
197 票votes 1275.000 [1275.0, 1275.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
62 57 - 67
gemini-3.1-flash-lite-preview
Google · Proprietary
1270±0.0
887 票votes 1270.000 [1270.0, 1270.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
63 58 - 66
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
64 60 - 69
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
65 61 - 69
grok-4-1-fast-reasoning
xAI · Proprietary
1244±0.0
5.5K 票votes 1244.000 [1244.0, 1244.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
66 62 - 70
mistral-large-3
Mistral · Apache 2.0
1229±0.0
1.0K 票votes 1229.000 [1229.0, 1229.0] 8.00 · 波动Unstable $0.50 / $1.50 N/A
67 63 - 70
grok-4.1-thinking
xAI · Proprietary
1215±0.0
1.2K 票votes 1215.000 [1215.0, 1215.0] 7.00 · 波动Unstable N/A N/A
68 63 - 70
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
69 66 - 70
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
70 60 - 72
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
71 70 - 72
grok-4-fast-reasoning
xAI · Proprietary
1156±0.0
933 票votes 1156.000 [1156.0, 1156.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
72 70 - 72
grok-code-fast-1
xAI · Proprietary
1146±0.0
983 票votes 1146.000 [1146.0, 1146.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
73 73 - 73
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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