How models perform on this prompt
Claude 3.5 Haiku
Model answer: 1
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**
Cohere Aya Vision 32B
Model answer: 1
Cosmos Reason2 2B
Model answer: {"answer": "1"}
Cosmos Reason2 8B
Model answer: {"answer": "1"}
GPT-4.1 Mini
Model answer: {"answer": "1"}
GPT-5 Nano
Model answer: {"answer": "1"}
Gemini 2.5 Flash
Model answer: {"answer": "1"}
Gemini 3 Flash
Model answer: {"answer": "1"}
Gemini 3.1 Pro
Model answer: { "answer": 1 }
Llama 4 Scout 17B
Model answer: 1
Mistral Medium 3
Model answer: 1.
OpenAI O4 Mini (Medium Reasoning)
Model answer: {"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: 1
Qwen 3.5 9B
Model answer: {"answer": "1"}
Qwen 3.5 Plus
Model answer: {"answer": "1"}
SmolVLM2 2.2B
Model answer: 1
Arcee.ai Spotlight
Model answer: 2
ChatGPT-4o (Medium Reasoning)
Model answer: {"answer": "3"}
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.
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.
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**
Claude 4.6 Opus
Model answer: {"answer": "2"}
Cohere Aya Vision 8B
Model answer: 8
GLM 4.6v
Model answer:
GPT-4.1
Model answer: {"answer": "2"}
GPT-4.1 Nano
Model answer: {"answer": 2}
GPT-5 Mini
Model answer: {"answer": "2"}
GPT-5.4
Model answer: {"answer":"2"}
Gemini 2.0 Flash
Model answer: {"answer": "3"}
Gemini 2.0 Flash Lite
Model answer: {"answer": "0"}
Gemini 2.5 Flash Lite
Model answer: {"answer": "0"}
Gemini 2.5 Pro
Model answer: { "answer": "2" }
Gemini 3 Flash (Tools)
Model answer: {"answer": "4"}
Gemini 3.1 Pro (Tools)
Model answer: {"answer": "2"}
Gemma 3 27b
Model answer: 2
Gemma 3 4B
Model answer: 3
Grok 4
Model answer: {"answer": "3"}
Grok 4.1 Fast
Model answer: {"answer": "2"}
Kimi k2.5
Model answer: {"answer": "2"}
Llama 4 Maverick 17B
Model answer: 3
Mistral Small 3.1 24B
Model answer: 0 ```
Molmo2 8B
Model answer: {"answer": 3}
OpenAI O1
Model answer: {"answer": "3"}
Phi 4 Multimodal
Model answer: 0
Qwen 3.5 0.8B
Model answer: 3
Qwen 3.5 2B
Model answer: There are 12 boxes stacked on the pallet. Counting the visible ones: - Top layer: 4 boxes - Middle layer: 4 boxes - Bottom layer: 4 boxes That’s 4 + 4 + 4 = 12. Since all boxes appear complete (no gaps or empty spaces), there are **0** missing boxes. {"answer": "0"}
Qwen 3.5 4B
Model answer: {"answer": "2"}
Reka Edge
Model answer: I don't have access to counting tools or image analysis capabilities. You'll need to estimate the number manually based on what you can see in the image.