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 - 4
claude-opus-4-7-thinking
Anthropic · Proprietary
1573±0.0
1.6K votes 1573.000 [1573.0, 1573.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 8
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1561±0.0
482 votes 1561.000 [1561.0, 1561.0] 7.00 · 波动Unstable N/A N/A
🥉 1 - 6
claude-opus-4-7
Anthropic · Proprietary
1560±0.0
1.5K votes 1560.000 [1560.0, 1560.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 9
kimi-k2.6
月之暗面 · Modified MIT
1539±0.0
1.3K votes 1539.000 [1539.0, 1539.0] 8.00 · 波动Unstable $0.95 / $4 262.1K
5 2 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1539±0.0
2.4K votes 1539.000 [1539.0, 1539.0] 7.00 · 波动Unstable $5 / $25 1M
6 2 - 12
muse-spark
Meta · Proprietary
1530±0.0
599 votes 1530.000 [1530.0, 1530.0] 10.00 · 波动Unstable N/A N/A
7 3 - 11
claude-opus-4-6
Anthropic · Proprietary
1527±0.0
2.6K votes 1527.000 [1527.0, 1527.0] 8.00 · 波动Unstable $5 / $25 1M
8 3 - 12
glm-5.1
智谱 ZAI · MIT
1520±0.0
1.2K votes 1520.000 [1520.0, 1520.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
9 4 - 11
claude-sonnet-4-6
Anthropic · Proprietary
1519±0.0
3.2K votes 1519.000 [1519.0, 1519.0] 7.00 · 波动Unstable $3 / $15 1M
10 6 - 17
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1501±0.0
1.3K votes 1501.000 [1501.0, 1501.0] 11.00 · 波动Unstable N/A N/A
11 6 - 21
gemini-3.5-flash
Google · Proprietary
1494±0.0
721 votes 1494.000 [1494.0, 1494.0] 15.00 · 不稳Volatile $1.50 / $9 1M
12 10 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±0.0
3.2K votes 1488.000 [1488.0, 1488.0] 8.00 · 波动Unstable $5 / $25 200K
13 8 - 25
qwen3.6-max-preview
阿里巴巴 · Proprietary
1485±0.0
826 votes 1485.000 [1485.0, 1485.0] 17.00 · 不稳Volatile $1.04 / $6.24 262.1K
14 10 - 24
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1481±0.0
1.3K votes 1481.000 [1481.0, 1481.0] 14.00 · 不稳Volatile N/A N/A
15 10 - 29
mimo-v2.5-pro
小米 · MIT
1470±0.0
1.5K votes 1470.000 [1470.0, 1470.0] 19.00 · 不稳Volatile $1 / $3 1M
16 10 - 29
deepseek-v4-pro-thinking
DeepSeek · MIT
1468±0.0
1.3K votes 1468.000 [1468.0, 1468.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
17 12 - 29
claude-opus-4-5-20251101
Anthropic · Proprietary
1465±0.0
3.9K votes 1465.000 [1465.0, 1465.0] 17.00 · 不稳Volatile $5 / $25 200K
18 12 - 29
gemini-3.1-pro-preview
Google · Proprietary
1464±0.0
3.0K votes 1464.000 [1464.0, 1464.0] 17.00 · 不稳Volatile $2 / $12 1M
19 12 - 30
qwen3.6-plus
阿里巴巴 · Proprietary
1460±0.0
1.9K votes 1460.000 [1460.0, 1460.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
20 13 - 30
gemini-3-pro
Google · Proprietary
1458±0.0
4.1K votes 1458.000 [1458.0, 1458.0] 17.00 · 不稳Volatile $2 / $12 1M
21 10 - 33
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
413 votes 1458.000 [1458.0, 1458.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
22 13 - 32
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.2K votes 1451.000 [1451.0, 1451.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
23 13 - 33
mimo-v2.5
小米 · MIT
1449±0.0
1.1K votes 1449.000 [1449.0, 1449.0] 20.00 · 不稳Volatile $0.40 / $2 1M
24 15 - 31
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K votes 1448.000 [1448.0, 1448.0] 16.00 · 不稳Volatile $0.50 / $3 1M
25 11 - 38
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1447±0.0
399 votes 1447.000 [1447.0, 1447.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
26 15 - 31
kimi-k2.5-thinking
月之暗面 · Modified MIT
1447±0.0
3.1K votes 1447.000 [1447.0, 1447.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
27 14 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1446±0.0
1.3K votes 1446.000 [1446.0, 1446.0] 19.00 · 不稳Volatile N/A N/A
28 15 - 33
glm-5
智谱 ZAI · MIT
1442±0.0
1.8K votes 1442.000 [1442.0, 1442.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
29 15 - 36
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±0.0
961 votes 1438.000 [1438.0, 1438.0] 21.00 · 不稳Volatile $0.40 / $1.90 262.1K
30 21 - 38
mimo-v2-pro
小米 · Proprietary
1430±0.0
2.1K votes 1430.000 [1430.0, 1430.0] 17.00 · 不稳Volatile $1 / $3 1M
31 19 - 43
gpt-5-medium
OpenAI · Proprietary
1425±0.0
793 votes 1425.000 [1425.0, 1425.0] 24.00 · 不稳Volatile $1.25 / $10 400K
32 24 - 43
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1418±0.0
2.2K votes 1418.000 [1418.0, 1418.0] 19.00 · 不稳Volatile $2 / $6 2M
33 28 - 47
minimax-m2.7
MiniMax · Modified MIT
1410±0.0
1.9K votes 1410.000 [1410.0, 1410.0] 19.00 · 不稳Volatile $0.28 / $1.20 204.8K
34 29 - 48
minimax-m2.1-preview
MiniMax · MIT
1403±0.0
2.4K votes 1403.000 [1403.0, 1403.0] 19.00 · 不稳Volatile $0.29 / $0.95 204.8K
35 28 - 51
gemma-4-31b
Google · Apache 2.0
1400±0.0
1.1K votes 1400.000 [1400.0, 1400.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
36 31 - 51
gpt-5.4-mini-high
OpenAI · Proprietary
1398±0.0
1.6K votes 1398.000 [1398.0, 1398.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
37 31 - 51
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
1.2K votes 1398.000 [1398.0, 1398.0] 20.00 · 不稳Volatile $1.25 / $10 400K
38 29 - 51
grok-4.3
xAI · Proprietary
1398±0.0
1.1K votes 1398.000 [1398.0, 1398.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
39 31 - 48
gemini-3-flash (thinking-minimal)
Google · Proprietary
1398±0.0
4.5K votes 1398.000 [1398.0, 1398.0] 17.00 · 不稳Volatile $0.50 / $3 1M
40 28 - 53
gemma-4-26b-a4b
Google · Apache 2.0
1397±0.0
517 votes 1397.000 [1397.0, 1397.0] 25.00 · 不稳Volatile N/A N/A
41 31 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±0.0
2.7K votes 1396.000 [1396.0, 1396.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
42 23 - 56
gpt-5.2
OpenAI · Proprietary
1395±0.0
265 votes 1395.000 [1395.0, 1395.0] 33.00 · 不稳Volatile $1.75 / $14 400K
43 31 - 53
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1391±0.0
785 votes 1391.000 [1391.0, 1391.0] 22.00 · 不稳Volatile $1.75 / $14 400K
44 33 - 52
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±0.0
3.7K votes 1387.000 [1387.0, 1387.0] 19.00 · 不稳Volatile $3 / $15 200K
45 33 - 52
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $3 / $15 200K
46 33 - 52
minimax-m2.5
MiniMax · Modified MIT
1386±0.0
2.1K votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $0.15 / $1.15 204.8K
47 33 - 52
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1386±0.0
2.3K votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $0.26 / $2.08 262.1K
48 34 - 56
claude-opus-4-1-20250805
Anthropic · Proprietary
1377±0.0
1.8K votes 1377.000 [1377.0, 1377.0] 22.00 · 不稳Volatile $15 / $75 200K
49 36 - 56
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
2.2K votes 1373.000 [1373.0, 1373.0] 20.00 · 不稳Volatile $0.25 / $0.38 131.1K
50 41 - 58
qwen3.5-27b
阿里巴巴 · Apache 2.0
1365±0.0
2.2K votes 1365.000 [1365.0, 1365.0] 17.00 · 不稳Volatile $0.20 / $1.56 262.1K
51 37 - 60
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1364±0.0
1.1K votes 1364.000 [1364.0, 1364.0] 23.00 · 不稳Volatile $1.75 / $14 400K
52 36 - 61
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1354±0.0
415 votes 1354.000 [1354.0, 1354.0] 25.00 · 不稳Volatile N/A N/A
53 45 - 60
gpt-5.1-codex
OpenAI · Proprietary
1354±0.0
1.3K votes 1354.000 [1354.0, 1354.0] 15.00 · 不稳Volatile $1.25 / $10 400K
54 47 - 60
gpt-5.2-codex
OpenAI · Proprietary
1353±0.0
2.1K votes 1353.000 [1353.0, 1353.0] 13.00 · 不稳Volatile $1.75 / $14 400K
55 47 - 60
glm-4.6
智谱 ZAI · MIT
1352±0.0
1.8K votes 1352.000 [1352.0, 1352.0] 13.00 · 不稳Volatile $0.43 / $1.74 202.8K
56 47 - 60
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K votes 1351.000 [1351.0, 1351.0] 13.00 · 不稳Volatile $1.25 / $10 400K
57 50 - 61
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
1.7K votes 1341.000 [1341.0, 1341.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
58 51 - 61
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±0.0
3.7K votes 1335.000 [1335.0, 1335.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
59 51 - 62
deepseek-v3.2
DeepSeek · MIT
1334±0.0
2.7K votes 1334.000 [1334.0, 1334.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
60 50 - 63
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 votes 1330.000 [1330.0, 1330.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 59 - 63
claude-haiku-4-5-20251001
Anthropic · Proprietary
1313±0.0
5.2K votes 1313.000 [1313.0, 1313.0] 4.00 · 稳定Stable $1 / $5 200K
62 56 - 67
minimax-m2
MiniMax · Apache 2.0
1313±0.0
1.7K votes 1313.000 [1313.0, 1313.0] 11.00 · 波动Unstable $0.26 / $1 204.8K
63 60 - 69
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1296±0.0
3.6K votes 1296.000 [1296.0, 1296.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
64 63 - 73
deepseek-v3.2-exp
DeepSeek · MIT
1273±0.0
930 votes 1273.000 [1273.0, 1273.0] 10.00 · 波动Unstable $0.27 / $0.41 163.8K
65 62 - 75
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 votes 1269.000 [1269.0, 1269.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
66 62 - 75
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1268±0.0
464 votes 1268.000 [1268.0, 1268.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
67 62 - 76
trinity-large-thinking
Arcee AI · Apache 2.0
1266±0.0
402 votes 1266.000 [1266.0, 1266.0] 14.00 · 不稳Volatile $0.22 / $0.85 262.1K
68 62 - 75
qwen3.5-flash
阿里巴巴 · Proprietary
1266±0.0
421 votes 1266.000 [1266.0, 1266.0] 13.00 · 不稳Volatile N/A N/A
69 64 - 75
grok-4-1-fast-reasoning
xAI · Proprietary
1255±0.0
1.7K votes 1255.000 [1255.0, 1255.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
70 63 - 76
mistral-large-3
Mistral · Apache 2.0
1254±0.0
225 votes 1254.000 [1254.0, 1254.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
71 64 - 76
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±0.0
330 votes 1246.000 [1246.0, 1246.0] 12.00 · 不稳Volatile $0.25 / $2 400K
72 64 - 76
gemini-3.1-flash-lite-preview
Google · Proprietary
1242±0.0
2.8K votes 1242.000 [1242.0, 1242.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
73 64 - 76
gemini-2.5-pro
Google · Proprietary
1231±0.0
675 votes 1231.000 [1231.0, 1231.0] 12.00 · 不稳Volatile $1.25 / $10 1M
74 65 - 78
devstral-2
Mistral · Modified MIT
1217±0.0
445 votes 1217.000 [1217.0, 1217.0] 13.00 · 不稳Volatile N/A N/A
75 69 - 80
granite-4.1-8b
IBM · Apache 2.0
1203±0.0
567 votes 1203.000 [1203.0, 1203.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
76 65 - 80
grok-4.1-thinking
xAI · Proprietary
1201±0.0
239 votes 1201.000 [1201.0, 1201.0] 15.00 · 不稳Volatile N/A N/A
77 74 - 80
grok-4-fast-reasoning
xAI · Proprietary
1154±0.0
203 votes 1154.000 [1154.0, 1154.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
78 74 - 80
grok-code-fast-1
xAI · Proprietary
1142±0.0
203 votes 1142.000 [1142.0, 1142.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
79 75 - 80
devstral-medium-2507
Mistral · Proprietary
1132±0.0
206 votes 1132.000 [1132.0, 1132.0] 5.00 · 波动Unstable $0.40 / $2 128K
80 75 - 80
mercury-2
Inception AI · Proprietary
1129±0.0
295 votes 1129.000 [1129.0, 1129.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
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