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 - 5
claude-opus-4-7-thinking
Anthropic · Proprietary
1571±0.0
1.0K 票votes 1571.000 [1571.0, 1571.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7
Anthropic · Proprietary
1553±0.0
1.0K 票votes 1553.000 [1553.0, 1553.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 8
kimi-k2.6
月之暗面 · Modified MIT
1544±0.0
888 票votes 1544.000 [1544.0, 1544.0] 7.00 · 波动Unstable $0.95 / $4 262.1K
4 1 - 8
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±0.0
1.9K 票votes 1542.000 [1542.0, 1542.0] 7.00 · 波动Unstable $5 / $25 1M
5 2 - 8
claude-opus-4-6
Anthropic · Proprietary
1533±0.0
2.1K 票votes 1533.000 [1533.0, 1533.0] 6.00 · 波动Unstable $5 / $25 1M
6 1 - 9
muse-spark
Meta · Proprietary
1529±0.0
599 票votes 1529.000 [1529.0, 1529.0] 8.00 · 波动Unstable N/A N/A
7 3 - 9
claude-sonnet-4-6
Anthropic · Proprietary
1518±0.0
2.7K 票votes 1518.000 [1518.0, 1518.0] 6.00 · 波动Unstable $3 / $15 1M
8 2 - 10
glm-5.1
智谱 ZAI · MIT
1517±0.0
1.2K 票votes 1517.000 [1517.0, 1517.0] 8.00 · 波动Unstable $1.40 / $4.40 202.8K
9 8 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±0.0
3.2K 票votes 1488.000 [1488.0, 1488.0] 10.00 · 波动Unstable $5 / $25 200K
10 6 - 27
qwen3.6-max-preview
阿里巴巴 · Proprietary
1486±0.0
429 票votes 1486.000 [1486.0, 1486.0] 21.00 · 不稳Volatile $1.04 / $6.24 262.1K
11 9 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1473±0.0
835 票votes 1473.000 [1473.0, 1473.0] 18.00 · 不稳Volatile N/A N/A
12 9 - 29
deepseek-v4-pro-thinking
DeepSeek · MIT
1468±0.0
493 票votes 1468.000 [1468.0, 1468.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
13 9 - 27
gemini-3.1-pro-preview
Google · Proprietary
1466±0.0
2.5K 票votes 1466.000 [1466.0, 1466.0] 18.00 · 不稳Volatile $2 / $12 1M
14 9 - 29
mimo-v2.5-pro
小米 · MIT
1466±0.0
987 票votes 1466.000 [1466.0, 1466.0] 20.00 · 不稳Volatile $1 / $3 1M
15 9 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1465±0.0
1.4K 票votes 1465.000 [1465.0, 1465.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
16 10 - 27
claude-opus-4-5-20251101
Anthropic · Proprietary
1464±0.0
3.9K 票votes 1464.000 [1464.0, 1464.0] 17.00 · 不稳Volatile $5 / $25 200K
17 10 - 28
gemini-3-pro
Google · Proprietary
1458±0.0
4.1K 票votes 1458.000 [1458.0, 1458.0] 18.00 · 不稳Volatile $2 / $12 1M
18 9 - 32
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
413 票votes 1457.000 [1457.0, 1457.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
19 9 - 32
mimo-v2.5
小米 · MIT
1453±0.0
658 票votes 1453.000 [1453.0, 1453.0] 23.00 · 不稳Volatile $0.40 / $2 1M
20 10 - 31
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.2K 票votes 1451.000 [1451.0, 1451.0] 21.00 · 不稳Volatile $0.40 / $1.75 202.8K
21 10 - 29
kimi-k2.5-thinking
月之暗面 · Modified MIT
1449±0.0
2.7K 票votes 1449.000 [1449.0, 1449.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
22 10 - 29
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K 票votes 1448.000 [1448.0, 1448.0] 19.00 · 不稳Volatile $0.50 / $3 1M
23 9 - 34
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1446±0.0
399 票votes 1446.000 [1446.0, 1446.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
24 10 - 32
glm-5
智谱 ZAI · MIT
1441±0.0
1.8K 票votes 1441.000 [1441.0, 1441.0] 22.00 · 不稳Volatile $1 / $3.20 202.8K
25 10 - 33
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±0.0
961 票votes 1438.000 [1438.0, 1438.0] 23.00 · 不稳Volatile $0.44 / $2 262.1K
26 10 - 36
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1436±0.0
742 票votes 1436.000 [1436.0, 1436.0] 26.00 · 不稳Volatile N/A N/A
27 16 - 34
mimo-v2-pro
小米 · Proprietary
1431±0.0
1.6K 票votes 1431.000 [1431.0, 1431.0] 18.00 · 不稳Volatile $1 / $3 1M
28 10 - 40
grok-4.3
xAI · Proprietary
1430±0.0
558 票votes 1430.000 [1430.0, 1430.0] 30.00 · 不稳Volatile $1.25 / $2.50 1M
29 14 - 40
gpt-5-medium
OpenAI · Proprietary
1425±0.0
793 票votes 1425.000 [1425.0, 1425.0] 26.00 · 不稳Volatile $1.25 / $10 400K
30 20 - 40
minimax-m2.7
MiniMax · Modified MIT
1417±0.0
1.4K 票votes 1417.000 [1417.0, 1417.0] 20.00 · 不稳Volatile $0.30 / $1.20 196.6K
31 21 - 40
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1416±0.0
1.7K 票votes 1416.000 [1416.0, 1416.0] 19.00 · 不稳Volatile $2 / $6 2M
32 25 - 46
minimax-m2.1-preview
MiniMax · MIT
1403±0.0
2.4K 票votes 1403.000 [1403.0, 1403.0] 21.00 · 不稳Volatile $0.29 / $0.95 196.6K
33 28 - 46
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±0.0
4.0K 票votes 1399.000 [1399.0, 1399.0] 18.00 · 不稳Volatile $0.50 / $3 1M
34 27 - 48
gpt-5.1-medium
OpenAI · Proprietary
1397±0.0
1.2K 票votes 1397.000 [1397.0, 1397.0] 21.00 · 不稳Volatile $1.25 / $10 400K
35 24 - 50
gemma-4-26b-a4b
Google · Apache 2.0
1396±0.0
518 票votes 1396.000 [1396.0, 1396.0] 26.00 · 不稳Volatile N/A N/A
36 28 - 47
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±0.0
2.3K 票votes 1394.000 [1394.0, 1394.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
37 28 - 48
gpt-5.4-mini-high
OpenAI · Proprietary
1394±0.0
1.2K 票votes 1394.000 [1394.0, 1394.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
38 20 - 55
gpt-5.2
OpenAI · Proprietary
1394±0.0
264 票votes 1394.000 [1394.0, 1394.0] 35.00 · 不稳Volatile $1.75 / $14 400K
39 27 - 49
gemma-4-31b
Google · Apache 2.0
1392±0.0
794 票votes 1392.000 [1392.0, 1392.0] 22.00 · 不稳Volatile $0.14 / $0.40 262.1K
40 28 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±0.0
785 票votes 1390.000 [1390.0, 1390.0] 23.00 · 不稳Volatile $1.75 / $14 400K
41 32 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±0.0
3.7K 票votes 1387.000 [1387.0, 1387.0] 16.00 · 不稳Volatile $3 / $15 200K
42 32 - 48
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K 票votes 1386.000 [1386.0, 1386.0] 16.00 · 不稳Volatile $3 / $15 200K
43 32 - 48
minimax-m2.5
MiniMax · Modified MIT
1385±0.0
2.1K 票votes 1385.000 [1385.0, 1385.0] 16.00 · 不稳Volatile $0.15 / $1.15 196.6K
44 32 - 51
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1381±0.0
1.9K 票votes 1381.000 [1381.0, 1381.0] 19.00 · 不稳Volatile $0.26 / $2.08 262.1K
45 32 - 53
claude-opus-4-1-20250805
Anthropic · Proprietary
1377±0.0
1.8K 票votes 1377.000 [1377.0, 1377.0] 21.00 · 不稳Volatile $15 / $75 200K
46 34 - 53
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
2.2K 票votes 1373.000 [1373.0, 1373.0] 19.00 · 不稳Volatile $0.25 / $0.38 131.1K
47 32 - 58
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±0.0
364 票votes 1362.000 [1362.0, 1362.0] 26.00 · 不稳Volatile N/A N/A
48 35 - 57
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±0.0
1.1K 票votes 1361.000 [1361.0, 1361.0] 22.00 · 不稳Volatile $1.75 / $14 400K
49 41 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±0.0
1.8K 票votes 1354.000 [1354.0, 1354.0] 16.00 · 不稳Volatile $0.20 / $1.56 262.1K
50 40 - 57
gpt-5.1-codex
OpenAI · Proprietary
1353±0.0
1.3K 票votes 1353.000 [1353.0, 1353.0] 17.00 · 不稳Volatile $1.25 / $10 400K
51 44 - 57
gpt-5.2-codex
OpenAI · Proprietary
1352±0.0
2.1K 票votes 1352.000 [1352.0, 1352.0] 13.00 · 不稳Volatile $1.75 / $14 400K
52 42 - 57
glm-4.6
智谱 ZAI · MIT
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 15.00 · 不稳Volatile $0.39 / $1.90 204.8K
53 44 - 57
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 13.00 · 不稳Volatile $1.25 / $10 400K
54 46 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
1.7K 票votes 1340.000 [1340.0, 1340.0] 12.00 · 不稳Volatile $0.10 / $0.30 262.1K
55 47 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
3.8K 票votes 1336.000 [1336.0, 1336.0] 11.00 · 波动Unstable $1.15 / $8 262.1K
56 47 - 58
deepseek-v3.2
DeepSeek · MIT
1334±0.0
2.8K 票votes 1334.000 [1334.0, 1334.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
57 46 - 60
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 票votes 1330.000 [1330.0, 1330.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
58 53 - 62
minimax-m2
MiniMax · Apache 2.0
1314±0.0
1.7K 票votes 1314.000 [1314.0, 1314.0] 9.00 · 波动Unstable $0.26 / $1 196.6K
59 57 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1311±0.0
4.8K 票votes 1311.000 [1311.0, 1311.0] 4.00 · 稳定Stable $1 / $5 200K
60 57 - 66
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1296±0.0
3.6K 票votes 1296.000 [1296.0, 1296.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
61 60 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1273±0.0
930 票votes 1273.000 [1273.0, 1273.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
62 58 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 票votes 1269.000 [1269.0, 1269.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
63 60 - 72
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1267±0.0
465 票votes 1267.000 [1267.0, 1267.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
64 60 - 72
qwen3.5-flash
阿里巴巴 · Proprietary
1265±0.0
421 票votes 1265.000 [1265.0, 1265.0] 12.00 · 不稳Volatile N/A N/A
65 59 - 72
trinity-large-thinking
Arcee AI · Apache 2.0
1264±0.0
404 票votes 1264.000 [1264.0, 1264.0] 13.00 · 不稳Volatile $0.22 / $0.85 262.1K
66 61 - 72
grok-4-1-fast-reasoning
xAI · Proprietary
1254±0.0
1.7K 票votes 1254.000 [1254.0, 1254.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
67 60 - 72
mistral-large-3
Mistral · Apache 2.0
1253±0.0
225 票votes 1253.000 [1253.0, 1253.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
68 61 - 72
gpt-5.1-codex-mini
OpenAI · Proprietary
1245±0.0
330 票votes 1245.000 [1245.0, 1245.0] 11.00 · 波动Unstable $0.25 / $2 400K
69 62 - 72
gemini-3.1-flash-lite-preview
Google · Proprietary
1235±0.0
2.3K 票votes 1235.000 [1235.0, 1235.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
70 61 - 72
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
71 62 - 74
devstral-2
Mistral · Modified MIT
1216±0.0
445 票votes 1216.000 [1216.0, 1216.0] 12.00 · 不稳Volatile N/A N/A
72 62 - 76
grok-4.1-thinking
xAI · Proprietary
1201±0.0
239 票votes 1201.000 [1201.0, 1201.0] 14.00 · 不稳Volatile N/A N/A
73 71 - 76
grok-4-fast-reasoning
xAI · Proprietary
1153±0.0
203 票votes 1153.000 [1153.0, 1153.0] 5.00 · 波动Unstable $0.20 / $0.50 2M
74 71 - 76
grok-code-fast-1
xAI · Proprietary
1142±0.0
203 票votes 1142.000 [1142.0, 1142.0] 5.00 · 波动Unstable $0.20 / $1.50 256K
75 72 - 76
devstral-medium-2507
Mistral · Proprietary
1132±0.0
206 票votes 1132.000 [1132.0, 1132.0] 4.00 · 稳定Stable $0.40 / $2 128K
76 72 - 76
mercury-2
Inception AI · Proprietary
1127±0.0
295 票votes 1127.000 [1127.0, 1127.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
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