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Prompt: Missing boxes on pallet

12 out of 39 models answer this prompt correctly.
Prompt: How many boxes are missing? Return only a number.
Answer: 1
Submitted by: Roboflow
Missing boxes on pallet

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How models perform on this prompt

Claude 3.5 Haiku
Claude 4 Sonnet

Model answer: Looking at this arrangement of boxes on what appears to be a wooden pallet, I can see this forms an incomplete rectangular structure. The boxes appear to be arranged in a 3×3×2 pattern (3 boxes long, 3 boxes wide, 2 boxes high), which would total 18 boxes when complete. Counting the visible boxes, I can see 16 boxes present. Therefore, 2 boxes are missing. **2**

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Cohere Aya Vision 32B
GPT-4.1 Mini
GPT-5 (high reasoning)
GPT-5 with High Reasoning
Gemini 2.5 Flash

Model answer: To determine the number of missing boxes, we first need to establish the total number of boxes if the stack were complete, and then subtract the number of boxes currently present. 1. **Determine the dimensions of the complete stack:** * **Base Layer:** The boxes are stacked on a pallet. We can see 3 boxes across the front and 3 boxes deep (implied by the boxes supporting the second layer). So, the base is 3 boxes by 3 boxes. * **Height:** The highest point of the stack is 4 boxes high (one box on the fourth layer, one on the third, one on the second, and one on the first). * Therefore, a complete stack would be 3 boxes wide x 3 boxes deep x 4 boxes high. * Total boxes in a complete stack = 3 * 3 * 4 = 36 boxes. 2. **Count the boxes currently present:** Let's count layer by layer from the bottom up: * **Layer 1 (Base):** There are 3 boxes in the front row, 3 boxes in the middle row (supporting the second layer), and 3 boxes in the back row (also supporting the second layer). * Boxes present in Layer 1 = 3 * 3 = 9 boxes. * **Layer 2:** This layer forms an "L" shape. There are 3 boxes in the front row and 3 boxes in the back row. The middle column is empty. * Boxes present in Layer 2 = 3 + 3 = 6 boxes. * **Layer 3:** There are 2 boxes in the front part of this layer (on top of the front-left and front-middle boxes of Layer 2) and 1 box in the back part (on top of the back-right box of Layer 2). * Boxes present in Layer 3 = 2 + 1 = 3 boxes. * **Layer 4:** There is 1 box on top of the front-left box of Layer 3. * Boxes present in Layer 4 = 1 box. * **Total boxes present = 9 + 6 + 3 + 1 = 19 boxes.** 3. **Calculate the number of missing boxes:** * Missing boxes = Total boxes in a complete stack - Total boxes present * Missing boxes = 36 - 19 = 17 boxes. 17

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Gemini 2.5 Flash Lite
Gemini 2.5 Pro
Llama 4 Scout 17B
Mistral Medium 3
Qwen 2.5 VL 7B
Arcee.ai Spotlight
ChatGPT-4o (High Reasoning)
ChatGPT-4o (Medium Reasoning)
Claude 3.7 Sonnet

Model answer: Based on the image, there appears to be a pallet with cardboard boxes arranged in what seems to be an incomplete configuration. Looking at the arrangement, it appears that there are 2 boxes missing from what would otherwise be a complete rectangular arrangement on the pallet. The boxes are stacked in multiple layers with some shipping labels visible on a few of the boxes.

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Claude 4 Opus

Model answer: I can see a stack of cardboard boxes on a wooden pallet. The boxes appear to be arranged in a specific pattern, but without knowing what the complete or intended arrangement should be, I cannot determine how many boxes are "missing." The image shows what appears to be 6 boxes stacked on the pallet, but there's no reference to indicate what the full configuration should contain. Without additional context about the expected total number of boxes, I cannot provide a number for how many are missing.

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Claude 4.1 Opus

Model answer: I can see a stack of cardboard boxes on a wooden pallet. The boxes appear to be arranged in a pattern, but without knowing the intended complete configuration or having information about what the full arrangement should look like, I cannot determine how many boxes are missing. **0**

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Cohere Aya Vision 8B
GPT-4.1
GPT-4.1 Nano
GPT-5
GPT-5 Mini
GPT-5 Nano
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini 2.0 Flash Lite
Gemma 3 27b
Gemma 3 4B
Llama 4 Maverick 17B
Mistral Small 3.1 24B

Model answer: 0 ```

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OpenAI O1
OpenAI O3 (High Reasoning)
OpenAI O3 (Medium Reasoning)
OpenAI O4 Mini (High Reasoning)
OpenAI O4 Mini (Medium Reasoning)
OpenAI o3-pro
Phi 4 Multimodal