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
1550±0.0
580 票votes 1550.000 [1550.0, 1550.0] 7.00 · 波动Unstable $5 / $25 1M
🥈 1 - 11
claude-opus-4-6
Anthropic · Proprietary
1530±0.0
1.1K 票votes 1530.000 [1530.0, 1530.0] 10.00 · 波动Unstable $5 / $25 1M
🥉 1 - 13
claude-opus-4-7
Anthropic · Proprietary
1528±0.0
502 票votes 1528.000 [1528.0, 1528.0] 12.00 · 不稳Volatile $5 / $25 1M
4 1 - 12
claude-opus-4-6-thinking
Anthropic · Proprietary
1527±0.0
882 票votes 1527.000 [1527.0, 1527.0] 11.00 · 波动Unstable $5 / $25 1M
5 1 - 15
glm-5.1
智谱 ZAI · MIT
1516±0.0
452 票votes 1516.000 [1516.0, 1516.0] 14.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 14
claude-sonnet-4-6
Anthropic · Proprietary
1511±0.0
1.2K 票votes 1511.000 [1511.0, 1511.0] 13.00 · 不稳Volatile $3 / $15 1M
7 1 - 17
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1497±0.0
433 票votes 1497.000 [1497.0, 1497.0] 16.00 · 不稳Volatile N/A N/A
8 1 - 20
kimi-k2.6
月之暗面 · Modified MIT
1494±0.0
371 票votes 1494.000 [1494.0, 1494.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
9 3 - 17
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
1.7K 票votes 1492.000 [1492.0, 1492.0] 14.00 · 不稳Volatile $5 / $25 200K
10 2 - 21
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1485±0.0
427 票votes 1485.000 [1485.0, 1485.0] 19.00 · 不稳Volatile N/A N/A
11 2 - 27
qwen3.6-max-preview
阿里巴巴 · Proprietary
1475±0.0
246 票votes 1475.000 [1475.0, 1475.0] 25.00 · 不稳Volatile $1.04 / $6.24 262.1K
12 2 - 31
muse-spark
Meta · Proprietary
1467±0.0
192 票votes 1467.000 [1467.0, 1467.0] 29.00 · 不稳Volatile N/A N/A
13 7 - 26
qwen3.6-plus
阿里巴巴 · Proprietary
1462±0.0
655 票votes 1462.000 [1462.0, 1462.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
14 6 - 28
deepseek-v4-pro-thinking
DeepSeek · MIT
1458±0.0
382 票votes 1458.000 [1458.0, 1458.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
15 4 - 34
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1458±0.0
173 票votes 1458.000 [1458.0, 1458.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
16 7 - 28
mimo-v2.5-pro
小米 · MIT
1455±0.0
514 票votes 1455.000 [1455.0, 1455.0] 21.00 · 不稳Volatile $1 / $3 1M
17 5 - 40
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1448±0.0
155 票votes 1448.000 [1448.0, 1448.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
18 10 - 28
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.0K 票votes 1444.000 [1444.0, 1444.0] 18.00 · 不稳Volatile $5 / $25 200K
19 9 - 31
glm-5
智谱 ZAI · MIT
1443±0.0
842 票votes 1443.000 [1443.0, 1443.0] 22.00 · 不稳Volatile $1 / $3.20 202.8K
20 9 - 35
mimo-v2.5
小米 · MIT
1435±0.0
384 票votes 1435.000 [1435.0, 1435.0] 26.00 · 不稳Volatile $0.40 / $2 1M
21 9 - 39
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1433±0.0
413 票votes 1433.000 [1433.0, 1433.0] 30.00 · 不稳Volatile $1.75 / $14 400K
22 11 - 34
glm-4.7
智谱 ZAI · MIT
1431±0.0
685 票votes 1431.000 [1431.0, 1431.0] 23.00 · 不稳Volatile $0.40 / $1.75 202.8K
23 11 - 38
mimo-v2-pro
小米 · Proprietary
1425±0.0
741 票votes 1425.000 [1425.0, 1425.0] 27.00 · 不稳Volatile $1 / $3 1M
24 11 - 42
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1425±0.0
417 票votes 1425.000 [1425.0, 1425.0] 31.00 · 不稳Volatile N/A N/A
25 11 - 35
gemini-3.1-pro-preview
Google · Proprietary
1424±0.0
1.1K 票votes 1424.000 [1424.0, 1424.0] 24.00 · 不稳Volatile $2 / $12 1M
26 12 - 39
minimax-m2.5
MiniMax · Modified MIT
1420±0.0
1.1K 票votes 1420.000 [1420.0, 1420.0] 27.00 · 不稳Volatile $0.15 / $1.15 204.8K
27 13 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1413±0.0
1.3K 票votes 1413.000 [1413.0, 1413.0] 27.00 · 不稳Volatile $0.60 / $3 N/A
28 16 - 40
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K 票votes 1412.000 [1412.0, 1412.0] 24.00 · 不稳Volatile $2 / $12 1M
29 16 - 41
gemini-3-flash
Google · Proprietary
1409±0.0
1.8K 票votes 1409.000 [1409.0, 1409.0] 25.00 · 不稳Volatile $0.50 / $3 1M
30 18 - 46
minimax-m2.1-preview
MiniMax · MIT
1398±0.0
1.3K 票votes 1398.000 [1398.0, 1398.0] 28.00 · 不稳Volatile $0.29 / $0.95 204.8K
31 11 - 54
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1394±0.0
173 票votes 1394.000 [1394.0, 1394.0] 43.00 · 不稳Volatile N/A N/A
32 18 - 49
minimax-m2.7
MiniMax · Modified MIT
1394±0.0
708 票votes 1394.000 [1394.0, 1394.0] 31.00 · 不稳Volatile $0.28 / $1.20 204.8K
33 18 - 52
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±0.0
443 票votes 1390.000 [1390.0, 1390.0] 34.00 · 不稳Volatile $1.75 / $14 400K
34 22 - 49
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1386±0.0
1.1K 票votes 1386.000 [1386.0, 1386.0] 27.00 · 不稳Volatile $0.39 / $2.34 262.1K
35 25 - 49
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
2.5K 票votes 1386.000 [1386.0, 1386.0] 24.00 · 不稳Volatile $3 / $15 200K
36 16 - 55
gpt-5.2
OpenAI · Proprietary
1382±0.0
186 票votes 1382.000 [1382.0, 1382.0] 39.00 · 不稳Volatile $1.75 / $14 400K
37 22 - 52
gpt-5.1-medium
OpenAI · Proprietary
1381±0.0
791 票votes 1381.000 [1381.0, 1381.0] 30.00 · 不稳Volatile $1.25 / $10 400K
38 20 - 54
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±0.0
511 票votes 1381.000 [1381.0, 1381.0] 34.00 · 不稳Volatile $0.40 / $1.90 262.1K
39 29 - 49
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1380±0.0
2.1K 票votes 1380.000 [1380.0, 1380.0] 20.00 · 不稳Volatile $3 / $15 200K
40 22 - 54
gpt-5.4-mini-high
OpenAI · Proprietary
1380±0.0
596 票votes 1380.000 [1380.0, 1380.0] 32.00 · 不稳Volatile $0.75 / $4.50 400K
41 30 - 49
gemini-3-flash (thinking-minimal)
Google · Proprietary
1377±0.0
2.1K 票votes 1377.000 [1377.0, 1377.0] 19.00 · 不稳Volatile $0.50 / $3 1M
42 28 - 53
deepseek-v3.2-thinking
DeepSeek · MIT
1377±0.0
1.1K 票votes 1377.000 [1377.0, 1377.0] 25.00 · 不稳Volatile $0.25 / $0.38 131.1K
43 23 - 55
grok-4.3
xAI · Proprietary
1371±0.0
366 票votes 1371.000 [1371.0, 1371.0] 32.00 · 不稳Volatile $1.25 / $2.50 1M
44 30 - 55
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1363±0.0
813 票votes 1363.000 [1363.0, 1363.0] 25.00 · 不稳Volatile $2 / $6 2M
45 31 - 55
claude-opus-4-1-20250805
Anthropic · Proprietary
1359±0.0
1.1K 票votes 1359.000 [1359.0, 1359.0] 24.00 · 不稳Volatile $15 / $75 200K
46 31 - 55
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1358±0.0
955 票votes 1358.000 [1358.0, 1358.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 31 - 55
qwen3.5-27b
阿里巴巴 · Apache 2.0
1355±0.0
880 票votes 1355.000 [1355.0, 1355.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
48 30 - 58
gpt-5-medium
OpenAI · Proprietary
1353±0.0
471 票votes 1353.000 [1353.0, 1353.0] 28.00 · 不稳Volatile $1.25 / $10 400K
49 30 - 59
gemma-4-31b
Google · Apache 2.0
1350±0.0
314 票votes 1350.000 [1350.0, 1350.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
50 36 - 59
glm-4.6
智谱 ZAI · MIT
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 23.00 · 不稳Volatile $0.43 / $1.74 202.8K
51 36 - 58
gpt-5.2-codex
OpenAI · Proprietary
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 22.00 · 不稳Volatile $1.75 / $14 400K
52 39 - 58
gpt-5.1
OpenAI · Proprietary
1341±0.0
1.8K 票votes 1341.000 [1341.0, 1341.0] 19.00 · 不稳Volatile $1.25 / $10 400K
53 38 - 59
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
935 票votes 1340.000 [1340.0, 1340.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
54 42 - 59
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
2.1K 票votes 1332.000 [1332.0, 1332.0] 17.00 · 不稳Volatile $1.15 / $8 262.1K
55 48 - 59
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±0.0
2.6K 票votes 1318.000 [1318.0, 1318.0] 11.00 · 波动Unstable $1 / $5 200K
56 48 - 59
deepseek-v3.2
DeepSeek · MIT
1316±0.0
1.4K 票votes 1316.000 [1316.0, 1316.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
57 36 - 64
gemma-4-26b-a4b
Google · Apache 2.0
1316±0.0
160 票votes 1316.000 [1316.0, 1316.0] 28.00 · 不稳Volatile N/A N/A
58 48 - 61
gpt-5.1-codex
OpenAI · Proprietary
1311±0.0
810 票votes 1311.000 [1311.0, 1311.0] 13.00 · 不稳Volatile $1.25 / $10 400K
59 50 - 61
minimax-m2
MiniMax · Apache 2.0
1305±0.0
1.1K 票votes 1305.000 [1305.0, 1305.0] 11.00 · 波动Unstable $0.26 / $1 204.8K
60 57 - 64
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1280±0.0
2.0K 票votes 1280.000 [1280.0, 1280.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
61 57 - 71
mimo-v2-flash (thinking)
小米 · MIT
1261±0.0
293 票votes 1261.000 [1261.0, 1261.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
62 59 - 71
deepseek-v3.2-exp
DeepSeek · MIT
1248±0.0
632 票votes 1248.000 [1248.0, 1248.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
63 59 - 74
gpt-5.1-codex-mini
OpenAI · Proprietary
1238±0.0
204 票votes 1238.000 [1238.0, 1238.0] 15.00 · 不稳Volatile $0.25 / $2 400K
64 59 - 74
KAT-Coder-Pro-V1
快手 · Proprietary
1234±0.0
208 票votes 1234.000 [1234.0, 1234.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
65 61 - 72
grok-4-1-fast-reasoning
xAI · Proprietary
1233±0.0
1.0K 票votes 1233.000 [1233.0, 1233.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
66 61 - 73
gemini-3.1-flash-lite-preview
Google · Proprietary
1230±0.0
1.1K 票votes 1230.000 [1230.0, 1230.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
67 61 - 76
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±0.0
218 票votes 1218.000 [1218.0, 1218.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
68 61 - 76
qwen3.5-flash
阿里巴巴 · Proprietary
1214±0.0
226 票votes 1214.000 [1214.0, 1214.0] 15.00 · 不稳Volatile N/A N/A
69 61 - 76
grok-4.1-thinking
xAI · Proprietary
1192±0.0
151 票votes 1192.000 [1192.0, 1192.0] 15.00 · 不稳Volatile N/A N/A
70 61 - 76
devstral-2
Mistral · Modified MIT
1190±0.0
210 票votes 1190.000 [1190.0, 1190.0] 15.00 · 不稳Volatile N/A N/A
71 61 - 77
trinity-large-thinking
Arcee AI · Apache 2.0
1181±0.0
129 票votes 1181.000 [1181.0, 1181.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
72 65 - 76
gemini-2.5-pro
Google · Proprietary
1173±0.0
425 票votes 1173.000 [1173.0, 1173.0] 11.00 · 波动Unstable $1.25 / $10 1M
73 63 - 77
granite-4.1-8b
IBM · Apache 2.0
1162±0.0
150 票votes 1162.000 [1162.0, 1162.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
74 64 - 77
mistral-large-3
Mistral · Apache 2.0
1150±0.0
123 票votes 1150.000 [1150.0, 1150.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
75 67 - 77
grok-code-fast-1
xAI · Proprietary
1133±0.0
143 票votes 1133.000 [1133.0, 1133.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
76 67 - 77
grok-4-fast-reasoning
xAI · Proprietary
1120±0.0
135 票votes 1120.000 [1120.0, 1120.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
77 72 - 77
devstral-medium-2507
Mistral · Proprietary
1075±0.0
133 票votes 1075.000 [1075.0, 1075.0] 5.00 · 波动Unstable $0.40 / $2 128K
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