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 - 3
claude-opus-4-7-thinking
Anthropic · Proprietary
1598±0.0
1.4K votes 1598.000 [1598.0, 1598.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1579±0.0
1.9K votes 1579.000 [1579.0, 1579.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 10
glm-5.1
智谱 ZAI · MIT
1567±0.0
638 votes 1567.000 [1567.0, 1567.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
4 2 - 12
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1547±0.0
1.2K votes 1547.000 [1547.0, 1547.0] 10.00 · 波动Unstable N/A N/A
5 3 - 12
claude-sonnet-4-6
Anthropic · Proprietary
1542±0.0
2.6K votes 1542.000 [1542.0, 1542.0] 9.00 · 波动Unstable $3 / $15 1M
6 2 - 14
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1537±0.0
517 votes 1537.000 [1537.0, 1537.0] 12.00 · 不稳Volatile $1.25 / $3.75 1M
7 3 - 16
gemini-3.5-flash
Google · Proprietary
1528±0.0
550 votes 1528.000 [1528.0, 1528.0] 13.00 · 不稳Volatile $1.50 / $9 1M
8 3 - 14
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1527±0.0
1.2K votes 1527.000 [1527.0, 1527.0] 11.00 · 波动Unstable N/A N/A
9 4 - 14
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K votes 1523.000 [1523.0, 1523.0] 10.00 · 波动Unstable $5 / $25 200K
10 3 - 18
minimax-m3
MiniMax · Proprietary
1519±0.0
364 votes 1519.000 [1519.0, 1519.0] 15.00 · 不稳Volatile $0.60 / $2.40 N/A
11 3 - 18
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±0.0
349 votes 1518.000 [1518.0, 1518.0] 15.00 · 不稳Volatile $2.50 / $15 1.1M
12 4 - 19
muse-spark
Meta · Proprietary
1503±0.0
305 votes 1503.000 [1503.0, 1503.0] 15.00 · 不稳Volatile N/A N/A
13 6 - 18
qwen3.6-max-preview
阿里巴巴 · Proprietary
1500±0.0
554 votes 1500.000 [1500.0, 1500.0] 12.00 · 不稳Volatile $1.04 / $6.24 262.1K
14 6 - 18
kimi-k2.6
月之暗面 · Modified MIT
1499±0.0
983 votes 1499.000 [1499.0, 1499.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
15 9 - 19
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1487±0.0
1.2K votes 1487.000 [1487.0, 1487.0] 10.00 · 波动Unstable N/A N/A
16 9 - 19
mimo-v2.5-pro
小米 · MIT
1487±0.0
1.2K votes 1487.000 [1487.0, 1487.0] 10.00 · 波动Unstable $0.43 / $0.87 1M
17 10 - 19
gemini-3.1-pro-preview
Google · Proprietary
1480±0.0
2.5K votes 1480.000 [1480.0, 1480.0] 9.00 · 波动Unstable $2 / $12 1M
18 10 - 22
qwen3.6-plus
阿里巴巴 · Proprietary
1471±0.0
1.4K votes 1471.000 [1471.0, 1471.0] 12.00 · 不稳Volatile $0.33 / $1.95 1M
19 14 - 28
deepseek-v4-pro-thinking
DeepSeek · MIT
1453±0.0
1.0K votes 1453.000 [1453.0, 1453.0] 14.00 · 不稳Volatile $0.43 / $0.87 1M
20 18 - 26
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K votes 1452.000 [1452.0, 1452.0] 8.00 · 波动Unstable $2 / $12 1M
21 18 - 26
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K votes 1452.000 [1452.0, 1452.0] 8.00 · 波动Unstable $0.50 / $3 1M
22 18 - 30
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
666 votes 1440.000 [1440.0, 1440.0] 12.00 · 不稳Volatile $1.75 / $14 400K
23 19 - 29
glm-5
智谱 ZAI · MIT
1437±0.0
1.4K votes 1437.000 [1437.0, 1437.0] 10.00 · 波动Unstable $1 / $3.20 202.8K
24 19 - 30
mimo-v2-pro
小米 · Proprietary
1430±0.0
1.4K votes 1430.000 [1430.0, 1430.0] 11.00 · 波动Unstable $1 / $3 1M
25 19 - 30
glm-4.7
智谱 ZAI · MIT
1430±0.0
1.2K votes 1430.000 [1430.0, 1430.0] 11.00 · 波动Unstable $0.40 / $1.75 202.8K
26 19 - 30
gpt-5.4-mini-high
OpenAI · Proprietary
1429±0.0
1.4K votes 1429.000 [1429.0, 1429.0] 11.00 · 波动Unstable $0.75 / $4.50 400K
27 21 - 30
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±0.0
2.6K votes 1427.000 [1427.0, 1427.0] 9.00 · 波动Unstable $0.60 / $3 N/A
28 21 - 36
mimo-v2.5
小米 · MIT
1418±0.0
1.1K votes 1418.000 [1418.0, 1418.0] 15.00 · 不稳Volatile $0.14 / $0.28 1M
29 22 - 39
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±0.0
710 votes 1406.000 [1406.0, 1406.0] 17.00 · 不稳Volatile $1.75 / $14 400K
30 23 - 40
kimi-k2.5-instant
月之暗面 · Modified MIT
1400±0.0
828 votes 1400.000 [1400.0, 1400.0] 17.00 · 不稳Volatile $0.40 / $1.90 262.1K
31 28 - 39
gemini-3-flash (thinking-minimal)
Google · Proprietary
1396±0.0
3.9K votes 1396.000 [1396.0, 1396.0] 11.00 · 波动Unstable $0.50 / $3 1M
32 28 - 39
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K votes 1393.000 [1393.0, 1393.0] 11.00 · 波动Unstable $3 / $15 200K
33 28 - 40
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1391±0.0
2.4K votes 1391.000 [1391.0, 1391.0] 12.00 · 不稳Volatile $0.39 / $2.34 262.1K
34 28 - 40
minimax-m2.7
MiniMax · Modified MIT
1387±0.0
1.5K votes 1387.000 [1387.0, 1387.0] 12.00 · 不稳Volatile $0.28 / $1.20 204.8K
35 29 - 42
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K votes 1380.000 [1380.0, 1380.0] 13.00 · 不稳Volatile $0.29 / $0.95 204.8K
36 29 - 42
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1378±0.0
1.7K votes 1378.000 [1378.0, 1378.0] 13.00 · 不稳Volatile $2 / $6 2M
37 29 - 42
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K votes 1375.000 [1375.0, 1375.0] 13.00 · 不稳Volatile $0.15 / $1.15 204.8K
38 28 - 46
gemma-4-26b-a4b
Google · Apache 2.0
1366±0.0
238 votes 1366.000 [1366.0, 1366.0] 18.00 · 不稳Volatile N/A N/A
39 28 - 46
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±0.0
313 votes 1365.000 [1365.0, 1365.0] 18.00 · 不稳Volatile N/A N/A
40 32 - 46
grok-4.3
xAI · Proprietary
1361±0.0
978 votes 1361.000 [1361.0, 1361.0] 14.00 · 不稳Volatile $1.25 / $2.50 1M
41 35 - 46
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±0.0
1.8K votes 1352.000 [1352.0, 1352.0] 11.00 · 波动Unstable $0.26 / $2.08 262.1K
42 38 - 46
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K votes 1346.000 [1346.0, 1346.0] 8.00 · 波动Unstable $0.43 / $1.74 202.8K
43 38 - 46
deepseek-v3.2-thinking
DeepSeek · MIT
1345±0.0
1.8K votes 1345.000 [1345.0, 1345.0] 8.00 · 波动Unstable $0.23 / $0.34 131.1K
44 35 - 47
gemma-4-31b
Google · Apache 2.0
1345±0.0
846 votes 1345.000 [1345.0, 1345.0] 12.00 · 不稳Volatile $0.14 / $0.40 262.1K
45 38 - 47
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
1.6K votes 1336.000 [1336.0, 1336.0] 9.00 · 波动Unstable $0.20 / $1.56 262.1K
46 38 - 47
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K votes 1333.000 [1333.0, 1333.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
47 44 - 51
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1314±0.0
3.7K votes 1314.000 [1314.0, 1314.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
48 47 - 52
claude-haiku-4-5-20251001
Anthropic · Proprietary
1301±0.0
5.1K votes 1301.000 [1301.0, 1301.0] 5.00 · 波动Unstable $1 / $5 200K
49 47 - 57
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
470 votes 1284.000 [1284.0, 1284.0] 10.00 · 波动Unstable $0.10 / $0.30 262.1K
50 48 - 55
minimax-m2
MiniMax · Apache 2.0
1281±0.0
2.3K votes 1281.000 [1281.0, 1281.0] 7.00 · 波动Unstable $0.26 / $1 204.8K
51 47 - 62
trinity-large-thinking
Arcee AI · Apache 2.0
1265±0.0
281 votes 1265.000 [1265.0, 1265.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
52 49 - 58
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±0.0
3.7K votes 1265.000 [1265.0, 1265.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
53 47 - 63
mistral-medium-3.5
Mistral · Modified MIT
1260±0.0
269 votes 1260.000 [1260.0, 1260.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
54 49 - 61
gemini-3.1-flash-lite-preview
Google · Proprietary
1252±0.0
2.2K votes 1252.000 [1252.0, 1252.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
55 50 - 62
grok-4-1-fast-reasoning
xAI · Proprietary
1239±0.0
1.6K votes 1239.000 [1239.0, 1239.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
56 50 - 63
KAT-Coder-Pro-V1
快手 · Proprietary
1239±0.0
614 votes 1239.000 [1239.0, 1239.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
57 49 - 65
grok-4.1-thinking
xAI · Proprietary
1237±0.0
333 votes 1237.000 [1237.0, 1237.0] 16.00 · 不稳Volatile N/A N/A
58 50 - 65
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
424 votes 1232.000 [1232.0, 1232.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
59 52 - 65
granite-4.1-8b
IBM · Apache 2.0
1213±0.0
395 votes 1213.000 [1213.0, 1213.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
60 52 - 65
mistral-large-3
Mistral · Apache 2.0
1208±0.0
269 votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
61 52 - 65
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
320 votes 1203.000 [1203.0, 1203.0] 13.00 · 不稳Volatile N/A N/A
62 55 - 65
gemini-2.5-pro
Google · Proprietary
1200±0.0
862 votes 1200.000 [1200.0, 1200.0] 10.00 · 波动Unstable $1.25 / $10 1M
63 53 - 66
mercury-2
Inception AI · Proprietary
1187±0.0
211 votes 1187.000 [1187.0, 1187.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
64 57 - 66
devstral-2
Mistral · Modified MIT
1167±0.0
330 votes 1167.000 [1167.0, 1167.0] 9.00 · 波动Unstable N/A N/A
65 57 - 67
grok-4-fast-reasoning
xAI · Proprietary
1160±0.0
212 votes 1160.000 [1160.0, 1160.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
66 63 - 67
grok-code-fast-1
xAI · Proprietary
1120±0.0
259 votes 1120.000 [1120.0, 1120.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
67 65 - 67
devstral-medium-2507
Mistral · Proprietary
1078±0.0
285 votes 1078.000 [1078.0, 1078.0] 2.00 · 稳定Stable $0.40 / $2 128K
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