Prompt: Crack detection
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How models perform on this prompt
Arcee.ai Spotlight
Model answer: 1
ChatGPT-4o (Medium Reasoning)
Model answer: { "answer": "1" }
Claude 4 Opus
Model answer: Looking at this wood surface, I can see **1** visible crack. It appears as a dark line running vertically through the lower right portion of the wood grain.
Claude 4 Sonnet
Model answer: Looking at this wood surface, I can identify **3** distinct cracks: 1. A vertical crack running down the right side of the image 2. A diagonal crack extending from the lower left area toward the center 3. A shorter crack near the bottom portion of the wood **3**
Cosmos Reason2 2B
Model answer: {"answer": "1"}
GLM 4.6v
Model answer: { "answer": "1" }
GPT-4.1
Model answer: {"answer": "1"}
GPT-4.1 Mini
Model answer: {"answer": "1"}
GPT-5 Mini
Model answer: {"answer": "1"}
GPT-5.4
Model answer: {"answer":"1"}
Gemini 2.0 Flash
Model answer: {"answer": "1"}
Gemini 2.0 Flash Lite
Model answer: {"answer": "1"}
Gemini 2.5 Flash
Model answer: {"answer": "1"}
Gemini 2.5 Flash Lite
Model answer: {"answer": "1"}
Gemini 3 Flash (Tools)
Model answer: {"answer": 1}
Gemini 3.1 Pro
Model answer: {"answer": "1"}
Gemini 3.1 Pro (Tools)
Model answer: {"answer": "1"}
Grok 4
Model answer: {"answer": "1"}
Llama 4 Scout 17B
Model answer: There is 1 crack in the wood.
Mistral Medium 3
Model answer: 1.
Mistral Small 3.1 24B
Model answer: 1.
OpenAI O1
Model answer: {"answer": "1"}
OpenAI O4 Mini (Medium Reasoning)
Model answer: {"answer": "1"}
Phi 4 Multimodal
Model answer: 1
Qwen 2.5 VL 7B
Model answer: 1
Qwen 3.5 122B (A10B)
Model answer: {"answer": "1"}
Qwen 3.5 27B
Model answer: {"answer": "1"}
Qwen 3.5 35B (A3B)
Model answer: {"answer": "1"}
Qwen 3.5 4B
Model answer: {"answer": "1"}
Qwen 3.5 Plus
Model answer: 1
SmolVLM2 2.2B
Model answer: 1
Claude 3.5 Haiku
Model answer: In this image, there are 2 visible cracks or splits in the wood surface.
Claude 3.7 Sonnet
Model answer: Looking at the image of the wood surface, I can see approximately 3-4 distinct cracks or splits in the wood. There's one notable crack running vertically on the right side, and a few smaller cracks or splits visible in the grain pattern. The wood also has a prominent knot in the center and natural grain patterns throughout, but counting just the actual cracks or splits, I would say 3-4 is the most accurate count.
Claude 4.1 Opus
Model answer: Looking at this wood surface, I can identify **2** visible cracks. There's one prominent crack running vertically on the right side of the image, and another smaller crack or split visible in the upper portion of the wood.
Claude 4.6 Opus
Model answer: {"answer": "0"}
Cohere Aya Vision 32B
Model answer: There is one prominent crack visible in the wood. It runs vertically through the center of the image, starting from the top edge and extending down to the bottom.
Cohere Aya Vision 8B
Model answer: There are no visible cracks in the wood shown in the image. The wood appears to be smooth and intact, with a natural grain pattern and a central knot.
Cosmos Reason2 8B
Model answer: {"answer": "2"}
GPT-4.1 Nano
Model answer: {"answer": 4}
GPT-5 Nano
Model answer: {"answer": "4"}
Gemini 2.5 Pro
Model answer: { "answer": 2 }
Gemini 3 Flash
Model answer: {"answer": 11}
Gemma 3 27b
Model answer: Based on the image, I can see at least **8** distinct cracks in the wood. It's possible there are more subtle ones I'm missing, but 8 is a conservative estimate.
Gemma 3 4B
Model answer: Based on the image, I count **6** cracks in the wood.
Grok 4.1 Fast
Model answer: {"answer": "0"}
Llama 4 Maverick 17B
Model answer: The image shows a close-up of a wooden surface with visible cracks and imperfections. Upon closer inspection, there are 2 notable cracks in the wood. The final answer is: $\boxed{2}$
Molmo2 8B
Model answer: {"answer": 3}
Qwen 3.5 0.8B
Model answer: Looking at the image, there appears to be one visible crack running diagonally across the bottom right area of the wooden surface — it’s thin but distinct. No other obvious cracks are present. So, the count is 1. {"answer": "1"}
Qwen 3.5 2B
Model answer: There is 1 crack visible in the wood.
Qwen 3.5 9B
Model answer: [ {"answer": "1"} ]
Reka Edge
Model answer: { "answer": "indeterminable" }