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 - 10
claude-opus-4-7-thinking
Anthropic · Proprietary
1558±0.0
325 票votes 1558.000 [1558.0, 1558.0] 9.00 · 波动Unstable $5 / $25 1M
🥈 1 - 11
claude-opus-4-7
Anthropic · Proprietary
1553±0.0
351 票votes 1553.000 [1553.0, 1553.0] 10.00 · 波动Unstable $5 / $25 1M
🥉 1 - 10
claude-opus-4-6
Anthropic · Proprietary
1547±0.0
1.0K 票votes 1547.000 [1547.0, 1547.0] 9.00 · 波动Unstable $5 / $25 1M
4 1 - 10
claude-opus-4-6-thinking
Anthropic · Proprietary
1544±0.0
906 票votes 1544.000 [1544.0, 1544.0] 9.00 · 波动Unstable $5 / $25 1M
5 1 - 14
glm-5.1
智谱 ZAI · MIT
1540±0.0
500 票votes 1540.000 [1540.0, 1540.0] 13.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 16
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1532±0.0
241 票votes 1532.000 [1532.0, 1532.0] 15.00 · 不稳Volatile N/A N/A
7 1 - 19
muse-spark
Meta · Proprietary
1526±0.0
186 票votes 1526.000 [1526.0, 1526.0] 18.00 · 不稳Volatile N/A N/A
8 1 - 15
claude-sonnet-4-6
Anthropic · Proprietary
1521±0.0
1.2K 票votes 1521.000 [1521.0, 1521.0] 14.00 · 不稳Volatile $3 / $15 1M
9 1 - 19
kimi-k2.6
月之暗面 · Modified MIT
1512±0.0
309 票votes 1512.000 [1512.0, 1512.0] 18.00 · 不稳Volatile $0.95 / $4 262.1K
10 5 - 16
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±0.0
8.0K 票votes 1504.000 [1504.0, 1504.0] 11.00 · 波动Unstable $5 / $25 200K
11 4 - 19
gemini-3.1-pro-preview
Google · Proprietary
1499±0.0
957 票votes 1499.000 [1499.0, 1499.0] 15.00 · 不稳Volatile $2 / $12 1M
12 1 - 24
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1498±0.0
211 票votes 1498.000 [1498.0, 1498.0] 23.00 · 不稳Volatile N/A N/A
13 9 - 21
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
8.4K 票votes 1474.000 [1474.0, 1474.0] 12.00 · 不稳Volatile $5 / $25 200K
14 4 - 31
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±0.0
165 票votes 1474.000 [1474.0, 1474.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
15 7 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1472±0.0
487 票votes 1472.000 [1472.0, 1472.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
16 5 - 31
deepseek-v4-pro-thinking
DeepSeek · MIT
1471±0.0
183 票votes 1471.000 [1471.0, 1471.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
17 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
18 6 - 36
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
19 12 - 30
glm-5
智谱 ZAI · MIT
1453±0.0
777 票votes 1453.000 [1453.0, 1453.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
20 9 - 33
mimo-v2.5-pro
小米 · MIT
1453±0.0
295 票votes 1453.000 [1453.0, 1453.0] 24.00 · 不稳Volatile $1 / $3 1M
21 13 - 29
glm-4.7
智谱 ZAI · MIT
1449±0.0
4.8K 票votes 1449.000 [1449.0, 1449.0] 16.00 · 不稳Volatile $0.38 / $1.74 202.8K
22 9 - 41
mimo-v2.5
小米 · MIT
1442±0.0
167 票votes 1442.000 [1442.0, 1442.0] 32.00 · 不稳Volatile $0.40 / $2 1M
23 15 - 30
gemini-3-flash
Google · Proprietary
1440±0.0
9.3K 票votes 1440.000 [1440.0, 1440.0] 15.00 · 不稳Volatile $0.50 / $3 1M
24 13 - 37
mimo-v2-pro
小米 · Proprietary
1431±0.0
535 票votes 1431.000 [1431.0, 1431.0] 24.00 · 不稳Volatile $1 / $3 1M
25 13 - 41
gpt-5.4-mini-high
OpenAI · Proprietary
1427±0.0
385 票votes 1427.000 [1427.0, 1427.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
26 15 - 41
minimax-m2.7
MiniMax · Modified MIT
1422±0.0
559 票votes 1422.000 [1422.0, 1422.0] 26.00 · 不稳Volatile $0.30 / $1.20 196.6K
27 14 - 42
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1421±0.0
363 票votes 1421.000 [1421.0, 1421.0] 28.00 · 不稳Volatile $1.75 / $14 400K
28 17 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1418±0.0
1.3K 票votes 1418.000 [1418.0, 1418.0] 23.00 · 不稳Volatile $0.60 / $3 N/A
29 16 - 42
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±0.0
589 票votes 1415.000 [1415.0, 1415.0] 26.00 · 不稳Volatile $0.44 / $2 262.1K
30 19 - 41
gpt-5.2
OpenAI · Proprietary
1413±0.0
1.5K 票votes 1413.000 [1413.0, 1413.0] 22.00 · 不稳Volatile $1.75 / $14 400K
31 21 - 42
minimax-m2.5
MiniMax · Modified MIT
1405±0.0
1.0K 票votes 1405.000 [1405.0, 1405.0] 21.00 · 不稳Volatile $0.15 / $1.15 196.6K
32 22 - 42
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
6.8K 票votes 1404.000 [1404.0, 1404.0] 20.00 · 不稳Volatile $0.29 / $0.95 196.6K
33 21 - 43
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1402±0.0
942 票votes 1402.000 [1402.0, 1402.0] 22.00 · 不稳Volatile $0.39 / $2.34 262.1K
34 22 - 42
gpt-5-medium
OpenAI · Proprietary
1401±0.0
3.8K 票votes 1401.000 [1401.0, 1401.0] 20.00 · 不稳Volatile $1.25 / $10 400K
35 22 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1401±0.0
6.3K 票votes 1401.000 [1401.0, 1401.0] 20.00 · 不稳Volatile $0.50 / $3 1M
36 23 - 42
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 24 - 42
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±0.0
11.3K 票votes 1396.000 [1396.0, 1396.0] 18.00 · 不稳Volatile $3 / $15 200K
38 24 - 43
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±0.0
8.6K 票votes 1392.000 [1392.0, 1392.0] 19.00 · 不稳Volatile $15 / $75 200K
39 29 - 43
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
13.0K 票votes 1386.000 [1386.0, 1386.0] 14.00 · 不稳Volatile $3 / $15 200K
40 16 - 54
grok-4.3
xAI · Proprietary
1380±0.0
110 票votes 1380.000 [1380.0, 1380.0] 38.00 · 不稳Volatile $1.25 / $2.50 1M
41 24 - 48
qwen3.5-27b
阿里巴巴 · Apache 2.0
1380±0.0
692 票votes 1380.000 [1380.0, 1380.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
42 25 - 50
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1375±0.0
593 票votes 1375.000 [1375.0, 1375.0] 25.00 · 不稳Volatile $2 / $6 2M
43 37 - 48
deepseek-v3.2-thinking
DeepSeek · MIT
1372±0.0
4.0K 票votes 1372.000 [1372.0, 1372.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
44 40 - 49
glm-4.6
智谱 ZAI · MIT
1363±0.0
8.3K 票votes 1363.000 [1363.0, 1363.0] 9.00 · 波动Unstable $0.39 / $1.90 204.8K
45 40 - 50
mimo-v2-flash (non-thinking)
小米 · MIT
1361±0.0
4.1K 票votes 1361.000 [1361.0, 1361.0] 10.00 · 波动Unstable $0.09 / $0.29 262.1K
46 40 - 50
gpt-5.1
OpenAI · Proprietary
1360±0.0
10.0K 票votes 1360.000 [1360.0, 1360.0] 10.00 · 波动Unstable $1.25 / $10 400K
47 40 - 53
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1349±0.0
741 票votes 1349.000 [1349.0, 1349.0] 13.00 · 不稳Volatile $0.26 / $2.08 262.1K
48 40 - 53
mimo-v2-flash (thinking)
小米 · MIT
1349±0.0
1.2K 票votes 1349.000 [1349.0, 1349.0] 13.00 · 不稳Volatile $0.09 / $0.29 262.1K
49 43 - 53
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
3.1K 票votes 1340.000 [1340.0, 1340.0] 10.00 · 波动Unstable $1.75 / $14 400K
50 46 - 53
gpt-5.1-codex
OpenAI · Proprietary
1337±0.0
6.2K 票votes 1337.000 [1337.0, 1337.0] 7.00 · 波动Unstable $1.25 / $10 400K
51 46 - 53
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
10.0K 票votes 1336.000 [1336.0, 1336.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
52 42 - 61
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1317±0.0
251 票votes 1317.000 [1317.0, 1317.0] 19.00 · 不稳Volatile $0.16 / $1.30 262.1K
53 52 - 58
minimax-m2
MiniMax · Apache 2.0
1312±0.0
8.4K 票votes 1312.000 [1312.0, 1312.0] 6.00 · 波动Unstable $0.26 / $1 196.6K
54 52 - 58
claude-haiku-4-5-20251001
Anthropic · Proprietary
1309±0.0
11.4K 票votes 1309.000 [1309.0, 1309.0] 6.00 · 波动Unstable $1 / $5 200K
55 52 - 59
deepseek-v3.2
DeepSeek · MIT
1308±0.0
5.3K 票votes 1308.000 [1308.0, 1308.0] 7.00 · 波动Unstable $0.25 / $0.38 131.1K
56 46 - 63
qwen3.5-flash
阿里巴巴 · Proprietary
1306±0.0
196 票votes 1306.000 [1306.0, 1306.0] 17.00 · 不稳Volatile N/A N/A
57 52 - 60
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
58 54 - 61
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] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
59 51 - 67
trinity-large-thinking
Arcee AI · Apache 2.0
1275±0.0
197 票votes 1275.000 [1275.0, 1275.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
60 55 - 65
gemini-3.1-flash-lite-preview
Google · Proprietary
1270±0.0
825 票votes 1270.000 [1270.0, 1270.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
61 56 - 64
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
62 58 - 67
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
63 59 - 67
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
64 60 - 68
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
65 61 - 68
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
66 61 - 68
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
67 64 - 68
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
68 58 - 70
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
69 68 - 70
grok-4-fast-reasoning
xAI · Proprietary
1156±0.0
936 票votes 1156.000 [1156.0, 1156.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
70 68 - 70
grok-code-fast-1
xAI · Proprietary
1146±0.0
984 票votes 1146.000 [1146.0, 1146.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
71 71 - 71
devstral-medium-2507
Mistral · Proprietary
1098±0.0
993 票votes 1098.000 [1098.0, 1098.0] 0.00 · 稳定Stable $0.40 / $2 128K
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