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
1574±0.0
1.9K 票votes 1574.000 [1574.0, 1574.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 8
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1549±0.0
804 票votes 1549.000 [1549.0, 1549.0] 7.00 · 波动Unstable $1.25 / $3.75 1M
🥉 1 - 9
minimax-m3
MiniMax · Proprietary
1544±0.0
527 票votes 1544.000 [1544.0, 1544.0] 8.00 · 波动Unstable $0.60 / $2.40 N/A
4 2 - 8
claude-opus-4-6-thinking
Anthropic · Proprietary
1541±0.0
2.6K 票votes 1541.000 [1541.0, 1541.0] 6.00 · 波动Unstable $5 / $25 1M
5 2 - 8
kimi-k2.6
月之暗面 · Modified MIT
1539±0.0
1.6K 票votes 1539.000 [1539.0, 1539.0] 6.00 · 波动Unstable $0.95 / $4 262.1K
6 2 - 12
muse-spark
Meta · Proprietary
1529±0.0
599 票votes 1529.000 [1529.0, 1529.0] 10.00 · 波动Unstable N/A N/A
7 2 - 12
glm-5.1
智谱 ZAI · MIT
1519±0.0
1.2K 票votes 1519.000 [1519.0, 1519.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
8 2 - 11
claude-sonnet-4-6
Anthropic · Proprietary
1518±0.0
3.5K 票votes 1518.000 [1518.0, 1518.0] 9.00 · 波动Unstable $3 / $15 1M
9 6 - 15
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1499±0.0
1.6K 票votes 1499.000 [1499.0, 1499.0] 9.00 · 波动Unstable N/A N/A
10 5 - 18
gemini-3.5-flash
Google · Proprietary
1496±0.0
716 票votes 1496.000 [1496.0, 1496.0] 13.00 · 不稳Volatile $1.50 / $9 1M
11 7 - 18
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1489±0.0
1.6K 票votes 1489.000 [1489.0, 1489.0] 11.00 · 波动Unstable N/A N/A
12 9 - 17
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±0.0
3.2K 票votes 1488.000 [1488.0, 1488.0] 8.00 · 波动Unstable $5 / $25 200K
13 6 - 21
qwen3.6-max-preview
阿里巴巴 · Proprietary
1485±0.0
826 票votes 1485.000 [1485.0, 1485.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
14 9 - 26
deepseek-v4-pro-thinking
DeepSeek · MIT
1470±0.0
1.6K 票votes 1470.000 [1470.0, 1470.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
15 10 - 26
mimo-v2.5-pro
小米 · MIT
1466±0.0
1.7K 票votes 1466.000 [1466.0, 1466.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
16 10 - 26
qwen3.6-plus
阿里巴巴 · Proprietary
1464±0.0
2.2K 票votes 1464.000 [1464.0, 1464.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
17 11 - 26
gemini-3.1-pro-preview
Google · Proprietary
1462±0.0
3.3K 票votes 1462.000 [1462.0, 1462.0] 15.00 · 不稳Volatile $2 / $12 1M
18 13 - 26
gemini-3-pro
Google · Proprietary
1459±0.0
4.1K 票votes 1459.000 [1459.0, 1459.0] 13.00 · 不稳Volatile $2 / $12 1M
19 9 - 27
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
413 票votes 1458.000 [1458.0, 1458.0] 18.00 · 不稳Volatile $2.50 / $15 1.1M
20 13 - 27
mimo-v2.5
小米 · MIT
1453±0.0
1.4K 票votes 1453.000 [1453.0, 1453.0] 14.00 · 不稳Volatile $0.14 / $0.28 1M
21 13 - 27
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.2K 票votes 1451.000 [1451.0, 1451.0] 14.00 · 不稳Volatile $0.40 / $1.75 202.8K
22 14 - 27
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K 票votes 1448.000 [1448.0, 1448.0] 13.00 · 不稳Volatile $0.50 / $3 1M
23 14 - 27
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1447±0.0
1.6K 票votes 1447.000 [1447.0, 1447.0] 13.00 · 不稳Volatile N/A N/A
24 14 - 27
kimi-k2.5-thinking
月之暗面 · Modified MIT
1447±0.0
3.4K 票votes 1447.000 [1447.0, 1447.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
25 14 - 27
glm-5
智谱 ZAI · MIT
1441±0.0
1.8K 票votes 1441.000 [1441.0, 1441.0] 13.00 · 不稳Volatile $1 / $3.20 202.8K
26 14 - 29
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±0.0
961 票votes 1438.000 [1438.0, 1438.0] 15.00 · 不稳Volatile $0.40 / $1.90 262.1K
27 19 - 30
mimo-v2-pro
小米 · Proprietary
1430±0.0
2.1K 票votes 1430.000 [1430.0, 1430.0] 11.00 · 波动Unstable $1 / $3 1M
28 26 - 37
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1413±0.0
2.5K 票votes 1413.000 [1413.0, 1413.0] 11.00 · 波动Unstable $2 / $6 2M
29 27 - 40
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
2.4K 票votes 1404.000 [1404.0, 1404.0] 13.00 · 不稳Volatile $0.29 / $0.95 204.8K
30 28 - 40
minimax-m2.7
MiniMax · Modified MIT
1402±0.0
2.1K 票votes 1402.000 [1402.0, 1402.0] 12.00 · 不稳Volatile $0.28 / $1.20 204.8K
31 26 - 44
gemma-4-26b-a4b
Google · Apache 2.0
1398±0.0
516 票votes 1398.000 [1398.0, 1398.0] 18.00 · 不稳Volatile N/A N/A
32 28 - 40
gemini-3-flash (thinking-minimal)
Google · Proprietary
1397±0.0
4.8K 票votes 1397.000 [1397.0, 1397.0] 12.00 · 不稳Volatile $0.50 / $3 1M
33 28 - 41
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±0.0
2.9K 票votes 1396.000 [1396.0, 1396.0] 13.00 · 不稳Volatile $0.39 / $2.34 262.1K
34 28 - 44
gemma-4-31b
Google · Apache 2.0
1395±0.0
1.3K 票votes 1395.000 [1395.0, 1395.0] 16.00 · 不稳Volatile $0.14 / $0.40 262.1K
35 28 - 43
gpt-5.4-mini-high
OpenAI · Proprietary
1394±0.0
1.9K 票votes 1394.000 [1394.0, 1394.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
36 28 - 44
grok-4.3
xAI · Proprietary
1391±0.0
1.4K 票votes 1391.000 [1391.0, 1391.0] 16.00 · 不稳Volatile $1.25 / $2.50 1M
37 28 - 44
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1391±0.0
785 票votes 1391.000 [1391.0, 1391.0] 16.00 · 不稳Volatile $1.75 / $14 400K
38 29 - 44
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±0.0
3.7K 票votes 1387.000 [1387.0, 1387.0] 15.00 · 不稳Volatile $3 / $15 200K
39 29 - 44
minimax-m2.5
MiniMax · Modified MIT
1386±0.0
2.1K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $0.15 / $1.15 204.8K
40 29 - 44
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1385±0.0
2.3K 票votes 1385.000 [1385.0, 1385.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
41 32 - 45
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
2.2K 票votes 1373.000 [1373.0, 1373.0] 13.00 · 不稳Volatile $0.23 / $0.34 131.1K
42 34 - 47
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±0.0
2.2K 票votes 1364.000 [1364.0, 1364.0] 13.00 · 不稳Volatile $0.20 / $1.56 262.1K
43 33 - 48
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1364±0.0
1.1K 票votes 1364.000 [1364.0, 1364.0] 15.00 · 不稳Volatile $1.75 / $14 400K
44 33 - 50
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1354±0.0
414 票votes 1354.000 [1354.0, 1354.0] 17.00 · 不稳Volatile N/A N/A
45 41 - 48
glm-4.6
智谱 ZAI · MIT
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 7.00 · 波动Unstable $0.43 / $1.74 202.8K
46 42 - 49
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
1.7K 票votes 1341.000 [1341.0, 1341.0] 7.00 · 波动Unstable $0.10 / $0.30 262.1K
47 43 - 49
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±0.0
3.7K 票votes 1335.000 [1335.0, 1335.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
48 42 - 52
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 票votes 1330.000 [1330.0, 1330.0] 10.00 · 波动Unstable $0.10 / $0.30 262.1K
49 47 - 52
claude-haiku-4-5-20251001
Anthropic · Proprietary
1315±0.0
5.5K 票votes 1315.000 [1315.0, 1315.0] 5.00 · 波动Unstable $1 / $5 200K
50 45 - 55
minimax-m2
MiniMax · Apache 2.0
1314±0.0
1.7K 票votes 1314.000 [1314.0, 1314.0] 10.00 · 波动Unstable $0.26 / $1 204.8K
51 48 - 57
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1297±0.0
3.6K 票votes 1297.000 [1297.0, 1297.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
52 48 - 62
mistral-medium-3.5
Mistral · Modified MIT
1275±0.0
395 票votes 1275.000 [1275.0, 1275.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
53 50 - 62
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 票votes 1269.000 [1269.0, 1269.0] 12.00 · 不稳Volatile $0.21 / $0.83 256K
54 50 - 62
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1268±0.0
464 票votes 1268.000 [1268.0, 1268.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
55 51 - 62
qwen3.5-flash
阿里巴巴 · Proprietary
1266±0.0
421 票votes 1266.000 [1266.0, 1266.0] 11.00 · 波动Unstable N/A N/A
56 50 - 63
trinity-large-thinking
Arcee AI · Apache 2.0
1266±0.0
402 票votes 1266.000 [1266.0, 1266.0] 13.00 · 不稳Volatile $0.22 / $0.85 262.1K
57 52 - 62
grok-4-1-fast-reasoning
xAI · Proprietary
1255±0.0
1.7K 票votes 1255.000 [1255.0, 1255.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
58 51 - 63
mistral-large-3
Mistral · Apache 2.0
1254±0.0
225 票votes 1254.000 [1254.0, 1254.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
59 52 - 63
gemini-3.1-flash-lite-preview
Google · Proprietary
1243±0.0
3.1K 票votes 1243.000 [1243.0, 1243.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
60 52 - 63
gemini-2.5-pro
Google · Proprietary
1231±0.0
675 票votes 1231.000 [1231.0, 1231.0] 11.00 · 波动Unstable $1.25 / $10 1M
61 52 - 65
devstral-2
Mistral · Modified MIT
1217±0.0
445 票votes 1217.000 [1217.0, 1217.0] 13.00 · 不稳Volatile N/A N/A
62 57 - 67
granite-4.1-8b
IBM · Apache 2.0
1203±0.0
568 票votes 1203.000 [1203.0, 1203.0] 10.00 · 波动Unstable $0.05 / $0.10 131.1K
63 52 - 67
grok-4.1-thinking
xAI · Proprietary
1202±0.0
239 票votes 1202.000 [1202.0, 1202.0] 15.00 · 不稳Volatile N/A N/A
64 61 - 67
grok-4-fast-reasoning
xAI · Proprietary
1154±0.0
203 票votes 1154.000 [1154.0, 1154.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
65 61 - 67
grok-code-fast-1
xAI · Proprietary
1142±0.0
203 票votes 1142.000 [1142.0, 1142.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
66 62 - 67
devstral-medium-2507
Mistral · Proprietary
1132±0.0
206 票votes 1132.000 [1132.0, 1132.0] 5.00 · 波动Unstable $0.40 / $2 128K
67 62 - 67
mercury-2
Inception AI · Proprietary
1129±0.0
295 票votes 1129.000 [1129.0, 1129.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
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