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 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1553±0.0
1.9K 票votes 1553.000 [1553.0, 1553.0] 7.00 · 波动Unstable $5 / $25 1M
🥈 1 - 10
claude-opus-4-7
Anthropic · Proprietary
1543±0.0
1.7K 票votes 1543.000 [1543.0, 1543.0] 9.00 · 波动Unstable $5 / $25 1M
🥉 1 - 13
minimax-m3
MiniMax · Proprietary
1533±0.0
404 票votes 1533.000 [1533.0, 1533.0] 12.00 · 不稳Volatile $0.60 / $2.40 N/A
4 1 - 10
claude-sonnet-4-6
Anthropic · Proprietary
1530±0.0
3.5K 票votes 1530.000 [1530.0, 1530.0] 9.00 · 波动Unstable $3 / $15 1M
5 1 - 10
claude-opus-4-6-thinking
Anthropic · Proprietary
1530±0.0
2.5K 票votes 1530.000 [1530.0, 1530.0] 9.00 · 波动Unstable $5 / $25 1M
6 1 - 10
claude-opus-4-6
Anthropic · Proprietary
1529±0.0
2.7K 票votes 1529.000 [1529.0, 1529.0] 9.00 · 波动Unstable $5 / $25 1M
7 1 - 12
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1525±0.0
748 票votes 1525.000 [1525.0, 1525.0] 11.00 · 波动Unstable $1.25 / $3.75 1M
8 1 - 13
glm-5.1
智谱 ZAI · MIT
1520±0.0
1.1K 票votes 1520.000 [1520.0, 1520.0] 12.00 · 不稳Volatile $1.40 / $4.40 202.8K
9 2 - 13
kimi-k2.6
月之暗面 · Modified MIT
1514±0.0
1.4K 票votes 1514.000 [1514.0, 1514.0] 11.00 · 波动Unstable $0.95 / $4 262.1K
10 2 - 14
gemini-3.5-flash
Google · Proprietary
1505±0.0
652 票votes 1505.000 [1505.0, 1505.0] 12.00 · 不稳Volatile $1.50 / $9 1M
11 6 - 14
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±0.0
3.2K 票votes 1497.000 [1497.0, 1497.0] 8.00 · 波动Unstable $5 / $25 200K
12 6 - 25
muse-spark
Meta · Proprietary
1483±0.0
433 票votes 1483.000 [1483.0, 1483.0] 19.00 · 不稳Volatile N/A N/A
13 7 - 22
qwen3.6-max-preview
阿里巴巴 · Proprietary
1479±0.0
778 票votes 1479.000 [1479.0, 1479.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
14 10 - 22
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1473±0.0
1.6K 票votes 1473.000 [1473.0, 1473.0] 12.00 · 不稳Volatile N/A N/A
15 12 - 28
deepseek-v4-pro-thinking
DeepSeek · MIT
1462±0.0
1.4K 票votes 1462.000 [1462.0, 1462.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
16 12 - 28
mimo-v2.5-pro
小米 · MIT
1460±0.0
1.7K 票votes 1460.000 [1460.0, 1460.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
17 12 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1459±0.0
2.2K 票votes 1459.000 [1459.0, 1459.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
18 12 - 28
claude-opus-4-5-20251101
Anthropic · Proprietary
1457±0.0
3.9K 票votes 1457.000 [1457.0, 1457.0] 16.00 · 不稳Volatile $5 / $25 200K
19 12 - 29
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.6K 票votes 1457.000 [1457.0, 1457.0] 17.00 · 不稳Volatile N/A N/A
20 12 - 31
glm-4.7
智谱 ZAI · MIT
1450±0.0
1.1K 票votes 1450.000 [1450.0, 1450.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
21 12 - 37
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1442±0.0
432 票votes 1442.000 [1442.0, 1442.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
22 14 - 32
mimo-v2.5
小米 · MIT
1440±0.0
1.4K 票votes 1440.000 [1440.0, 1440.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
23 14 - 32
glm-5
智谱 ZAI · MIT
1439±0.0
1.7K 票votes 1439.000 [1439.0, 1439.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
24 15 - 31
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±0.0
3.1K 票votes 1438.000 [1438.0, 1438.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
25 15 - 32
gemini-3-flash
Google · Proprietary
1436±0.0
3.2K 票votes 1436.000 [1436.0, 1436.0] 17.00 · 不稳Volatile $0.50 / $3 1M
26 15 - 32
mimo-v2-pro
小米 · Proprietary
1436±0.0
2.0K 票votes 1436.000 [1436.0, 1436.0] 17.00 · 不稳Volatile $1 / $3 1M
27 19 - 32
gemini-3-pro
Google · Proprietary
1433±0.0
4.0K 票votes 1433.000 [1433.0, 1433.0] 13.00 · 不稳Volatile $2 / $12 1M
28 20 - 33
gemini-3.1-pro-preview
Google · Proprietary
1428±0.0
3.4K 票votes 1428.000 [1428.0, 1428.0] 13.00 · 不稳Volatile $2 / $12 1M
29 14 - 41
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1426±0.0
420 票votes 1426.000 [1426.0, 1426.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
30 20 - 38
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1423±0.0
1.5K 票votes 1423.000 [1423.0, 1423.0] 18.00 · 不稳Volatile N/A N/A
31 12 - 60
gpt-5.4
OpenAI · Proprietary
1402±0.0
116 票votes 1402.000 [1402.0, 1402.0] 48.00 · 不稳Volatile $2.50 / $15 1.1M
32 28 - 47
minimax-m2.7
MiniMax · Modified MIT
1401±0.0
2.0K 票votes 1401.000 [1401.0, 1401.0] 19.00 · 不稳Volatile $0.28 / $1.20 204.8K
33 28 - 47
minimax-m2.1-preview
MiniMax · MIT
1400±0.0
2.2K 票votes 1400.000 [1400.0, 1400.0] 19.00 · 不稳Volatile $0.29 / $0.95 204.8K
34 27 - 53
gpt-5-medium
OpenAI · Proprietary
1397±0.0
718 票votes 1397.000 [1397.0, 1397.0] 26.00 · 不稳Volatile $1.25 / $10 400K
35 28 - 52
gpt-5.1-medium
OpenAI · Proprietary
1395±0.0
1.3K 票votes 1395.000 [1395.0, 1395.0] 24.00 · 不稳Volatile $1.25 / $10 400K
36 28 - 53
kimi-k2.5-instant
月之暗面 · Modified MIT
1395±0.0
886 票votes 1395.000 [1395.0, 1395.0] 25.00 · 不稳Volatile $0.40 / $1.90 262.1K
37 30 - 50
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±0.0
3.5K 票votes 1391.000 [1391.0, 1391.0] 20.00 · 不稳Volatile $3 / $15 200K
38 22 - 56
gpt-5.2
OpenAI · Proprietary
1391±0.0
312 票votes 1391.000 [1391.0, 1391.0] 34.00 · 不稳Volatile $1.75 / $14 400K
39 30 - 52
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
3.1K 票votes 1389.000 [1389.0, 1389.0] 22.00 · 不稳Volatile $0.39 / $2.34 262.1K
40 29 - 54
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±0.0
826 票votes 1389.000 [1389.0, 1389.0] 25.00 · 不稳Volatile $1.75 / $14 400K
41 31 - 52
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.3K 票votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $3 / $15 200K
42 30 - 54
gpt-5.4-mini-high
OpenAI · Proprietary
1384±0.0
1.9K 票votes 1384.000 [1384.0, 1384.0] 24.00 · 不稳Volatile $0.75 / $4.50 400K
43 31 - 53
gemini-3-flash (thinking-minimal)
Google · Proprietary
1383±0.0
4.7K 票votes 1383.000 [1383.0, 1383.0] 22.00 · 不稳Volatile $0.50 / $3 1M
44 31 - 54
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1382±0.0
2.4K 票votes 1382.000 [1382.0, 1382.0] 23.00 · 不稳Volatile $2 / $6 2M
45 31 - 55
deepseek-v3.2-thinking
DeepSeek · MIT
1378±0.0
1.9K 票votes 1378.000 [1378.0, 1378.0] 24.00 · 不稳Volatile $0.23 / $0.34 131.1K
46 31 - 56
claude-opus-4-1-20250805
Anthropic · Proprietary
1375±0.0
1.8K 票votes 1375.000 [1375.0, 1375.0] 25.00 · 不稳Volatile $15 / $75 200K
47 31 - 56
gemma-4-31b
Google · Apache 2.0
1374±0.0
974 票votes 1374.000 [1374.0, 1374.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
48 33 - 56
minimax-m2.5
MiniMax · Modified MIT
1369±0.0
2.1K 票votes 1369.000 [1369.0, 1369.0] 23.00 · 不稳Volatile $0.15 / $1.15 204.8K
49 33 - 58
glm-4.6
智谱 ZAI · MIT
1367±0.0
1.8K 票votes 1367.000 [1367.0, 1367.0] 25.00 · 不稳Volatile $0.43 / $1.74 202.8K
50 34 - 56
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1367±0.0
2.4K 票votes 1367.000 [1367.0, 1367.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
51 34 - 60
grok-4.3
xAI · Proprietary
1363±0.0
1.4K 票votes 1363.000 [1363.0, 1363.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
52 37 - 58
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±0.0
2.2K 票votes 1362.000 [1362.0, 1362.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
53 33 - 64
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1354±0.0
391 票votes 1354.000 [1354.0, 1354.0] 31.00 · 不稳Volatile N/A N/A
54 40 - 64
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1352±0.0
1.1K 票votes 1352.000 [1352.0, 1352.0] 24.00 · 不稳Volatile $1.75 / $14 400K
55 44 - 64
deepseek-v3.2
DeepSeek · MIT
1347±0.0
2.6K 票votes 1347.000 [1347.0, 1347.0] 20.00 · 不稳Volatile $0.23 / $0.34 131.1K
56 49 - 64
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
2.1K 票votes 1340.000 [1340.0, 1340.0] 15.00 · 不稳Volatile $1.75 / $14 400K
57 43 - 66
gemma-4-26b-a4b
Google · Apache 2.0
1337±0.0
441 票votes 1337.000 [1337.0, 1337.0] 23.00 · 不稳Volatile N/A N/A
58 49 - 65
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
1.4K 票votes 1336.000 [1336.0, 1336.0] 16.00 · 不稳Volatile $1.25 / $10 400K
59 51 - 64
gpt-5.1
OpenAI · Proprietary
1335±0.0
3.0K 票votes 1335.000 [1335.0, 1335.0] 13.00 · 不稳Volatile $1.25 / $10 400K
60 51 - 66
mimo-v2-flash (non-thinking)
小米 · MIT
1332±0.0
1.7K 票votes 1332.000 [1332.0, 1332.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 53 - 66
claude-haiku-4-5-20251001
Anthropic · Proprietary
1326±0.0
5.3K 票votes 1326.000 [1326.0, 1326.0] 13.00 · 不稳Volatile $1 / $5 200K
62 53 - 66
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±0.0
3.7K 票votes 1325.000 [1325.0, 1325.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
63 53 - 66
minimax-m2
MiniMax · Apache 2.0
1321±0.0
1.8K 票votes 1321.000 [1321.0, 1321.0] 13.00 · 不稳Volatile $0.26 / $1 204.8K
64 53 - 69
mimo-v2-flash (thinking)
小米 · MIT
1312±0.0
542 票votes 1312.000 [1312.0, 1312.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
65 59 - 70
deepseek-v3.2-exp
DeepSeek · MIT
1298±0.0
925 票votes 1298.000 [1298.0, 1298.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
66 64 - 70
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1289±0.0
3.6K 票votes 1289.000 [1289.0, 1289.0] 6.00 · 波动Unstable $0.40 / $1.60 262.1K
67 58 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1287±0.0
348 票votes 1287.000 [1287.0, 1287.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
68 64 - 76
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1265±0.0
488 票votes 1265.000 [1265.0, 1265.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
69 64 - 78
trinity-large-thinking
Arcee AI · Apache 2.0
1253±0.0
361 票votes 1253.000 [1253.0, 1253.0] 14.00 · 不稳Volatile $0.22 / $0.85 262.1K
70 67 - 76
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±0.0
3.0K 票votes 1244.000 [1244.0, 1244.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
71 65 - 79
gpt-5.1-codex-mini
OpenAI · Proprietary
1243±0.0
288 票votes 1243.000 [1243.0, 1243.0] 14.00 · 不稳Volatile $0.25 / $2 400K
72 67 - 77
grok-4-1-fast-reasoning
xAI · Proprietary
1242±0.0
1.7K 票votes 1242.000 [1242.0, 1242.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
73 68 - 81
devstral-2
Mistral · Modified MIT
1215±0.0
454 票votes 1215.000 [1215.0, 1215.0] 13.00 · 不稳Volatile N/A N/A
74 68 - 81
qwen3.5-flash
阿里巴巴 · Proprietary
1212±0.0
407 票votes 1212.000 [1212.0, 1212.0] 13.00 · 不稳Volatile N/A N/A
75 68 - 81
mistral-large-3
Mistral · Apache 2.0
1208±0.0
226 票votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
76 68 - 81
grok-4.1-thinking
xAI · Proprietary
1206±0.0
257 票votes 1206.000 [1206.0, 1206.0] 13.00 · 不稳Volatile N/A N/A
77 70 - 81
granite-4.1-8b
IBM · Apache 2.0
1200±0.0
492 票votes 1200.000 [1200.0, 1200.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
78 71 - 81
gemini-2.5-pro
Google · Proprietary
1197±0.0
684 票votes 1197.000 [1197.0, 1197.0] 10.00 · 波动Unstable $1.25 / $10 1M
79 72 - 81
grok-code-fast-1
xAI · Proprietary
1169±0.0
202 票votes 1169.000 [1169.0, 1169.0] 9.00 · 波动Unstable $0.20 / $1.50 N/A
80 73 - 81
grok-4-fast-reasoning
xAI · Proprietary
1145±0.0
229 票votes 1145.000 [1145.0, 1145.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
81 73 - 81
mercury-2
Inception AI · Proprietary
1144±0.0
304 票votes 1144.000 [1144.0, 1144.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
82 82 - 82
devstral-medium-2507
Mistral · Proprietary
1015±0.0
171 票votes 1015.000 [1015.0, 1015.0] 0.00 · 稳定Stable $0.40 / $2 128K
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