Benchmark Detail View
Parking Garage Management
HARD Challenge54 models testedTop Score: 67.1
Success Rate
38.4%
Quality Score
42
Tests Passed
15
Models Tested
54
Parking Garage Benchmark - Individual Model Results
Showing 54 of 54 models
1 Claude 3.7 Sonnet (Thinking) Claude • 08/2025 08/2025 | 67.1 | 69.2% |
2 Grok 3 xAI • 08/2025 08/2025 | 65.9 | 69.2% |
3 Claude 4 Opus Claude • 08/2025 08/2025 | 64.1 | 69.2% |
4 DeepSeek V3 DeepSeek • 08/2025 08/2025 | 64.1 | 64.1% |
5 Claude 3.5 Sonnet Claude • 08/2025 08/2025 | 63.4 | 61.5% |
6 Claude 4 Sonnet Claude • 08/2025 08/2025 | 63.2 | 66.7% |
7 Claude 4.1 Opus Claude • 08/2025 08/2025 | 62.9 | 69.2% |
8 Codestral 25.08 Mistral • 08/2025 08/2025 | 60.6 | 61.5% |
9 OpenAI GPT-4o OpenAI • 08/2025 08/2025 | 55.5 | 53.8% |
10 OpenAI GPT-5 Chat OpenAI • 08/2025 08/2025 | 51.5 | 51.3% |
11 Claude 3.7 Sonnet Claude • 08/2025 08/2025 | 49.1 | 51.3% |
12 Horizon Beta Other • 08/2025 08/2025 | 47.3 | 48.7% |
13 OpenAI GPT-4.1 mini OpenAI • 08/2025 08/2025 | 46.7 | 46.2% |
14 OpenAI GPT-5 OpenAI • 09/2025 09/2025 | 46.6 | 48.7% |
15 OpenAI GPT-4.1 OpenAI • 08/2025 08/2025 | 46.3 | 48.7% |
16 OpenAI GPT-5 OpenAI • 08/2025 08/2025 | 45.5 | 48.7% |
17 R1 DeepSeek • 08/2025 08/2025 | 45.4 | 43.6% |
18 Llama 4 Scout Meta • 08/2025 08/2025 | 45.0 | 43.6% |
19 OpenAI GPT-4o OpenAI • 08/2025 08/2025 | 44.4 | 43.6% |
20 Kimi K2 Moonshot • 08/2025 08/2025 | 44.2 | 43.6% |
21 Llama 4 Maverick Meta • 08/2025 08/2025 | 42.5 | 41.0% |
22 Mistral Medium 3 Mistral • 08/2025 08/2025 | 41.6 | 38.5% |
23 OpenAI o3-mini OpenAI • 08/2025 08/2025 | 40.7 | 41.0% |
24 OpenAI GPT-4 Turbo OpenAI • 08/2025 08/2025 | 40.4 | 38.5% |
25 Qwen 3 Coder Alibaba • 08/2025 08/2025 | 40.3 | 41.0% |
26 OpenAI GPT-4 OpenAI • 08/2025 08/2025 | 39.8 | 38.5% |
27 Gemini 2.0 Flash-001 Google • 08/2025 08/2025 | 39.6 | 43.6% |
28 Sonoma Sky Alpha Other • 09/2025 09/2025 | 39.3 | 41.0% |
29 Grok 4 xAI • 08/2025 08/2025 | 39.2 | 38.5% |
30 OpenAI o1-mini OpenAI • 08/2025 08/2025 | 37.1 | 35.9% |
31 OpenAI GPT-3.5 Turbo OpenAI • 08/2025 08/2025 | 36.4 | 33.3% |
32 Claude 3 Haiku Claude • 08/2025 08/2025 | 36.0 | 33.3% |
33 Qwen3 14b Alibaba • 08/2025 08/2025 | 35.0 | 33.3% |
34 OpenAI o4-mini OpenAI • 08/2025 08/2025 | 32.9 | 30.8% |
35 Grok Code Fast 1 xAI • 09/2025 09/2025 | 32.3 | 30.8% |
36 OpenAI o3-mini (High) OpenAI • 08/2025 08/2025 | 31.8 | 33.3% |
37 Openai Oss 20b OpenAI • 08/2025 08/2025 | 31.6 | 28.2% |
38 OpenAI GPT-5 mini OpenAI • 09/2025 09/2025 | 31.2 | 33.3% |
39 Gemini 2.5 Flash Google • 08/2025 08/2025 | 29.7 | 30.8% |
40 OpenAI GPT-5 nano OpenAI • 08/2025 08/2025 | 29.0 | 28.2% |
41 OpenAI GPT-5 mini OpenAI • 08/2025 08/2025 | 28.9 | 30.8% |
42 OpenAI o4-mini (High) OpenAI • 08/2025 08/2025 | 27.9 | 25.6% |
43 Nova Micro V1 Amazon • 08/2025 08/2025 | 27.0 | 23.1% |
44 Nova Lite V1 Amazon • 08/2025 08/2025 | 23.8 | 17.9% |
45 Gemini 2.5 Pro Google • 08/2025 08/2025 | 23.5 | 20.5% |
46 Grok 3 Mini xAI • 08/2025 08/2025 | 23.4 | 23.1% |
47 OpenAI GPT-5 nano OpenAI • 09/2025 09/2025 | 22.7 | 20.5% |
48 Openai Oss 120b OpenAI • 08/2025 08/2025 | 20.4 | 17.9% |
49 Gemini 2.5 Flash Lite Google • 08/2025 08/2025 | 19.1 | 20.5% |
50 OpenAI GPT-4o mini OpenAI • 08/2025 08/2025 | 19.0 | 15.4% |
51 Claude 3.5 Haiku Claude • 08/2025 08/2025 | 16.9 | 12.8% |
52 Nova Pro V1 Amazon • 08/2025 08/2025 | 14.6 | 10.3% |
53 OpenAI GPT-4.1 nano OpenAI • 08/2025 08/2025 | 11.9 | 12.8% |
54 Coder Large Other • 08/2025 08/2025 | 9.3 | 7.7% |
Top Performers
#1
Claude67.1
Claude 3.7 Sonnet (Thinking)
Success Rate
69.2%27
Tests Passed
Q
48
Quality
26
Issues
39 total tests
#2
xAI65.9
Grok 3
Success Rate
69.2%27
Tests Passed
Q
36
Quality
32
Issues
39 total tests
#3
Claude64.1
Claude 4 Opus
Success Rate
69.2%27
Tests Passed
Q
18
Quality
41
Issues
39 total tests
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