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Prompt: Count bottles

3 out of 41 models answer this prompt correctly.
Prompt: How many bottles are in the image? Answer only a number
Answer: 27
Submitted by: Roboflow
Count bottles

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How models perform on this prompt

ChatGPT-4o (High Reasoning)

Model answer: {"answer": "27"}

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ChatGPT-4o (Medium Reasoning)

Model answer: {"answer": "27"}

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Gemini 3 Pro Preview

Model answer: {"answer": "27"}

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Arcee.ai Spotlight
Claude 3.5 Haiku
Claude 3.7 Sonnet

Model answer: Based on what I can see in the image, there appear to be approximately 20-25 bottles of Sprite in the refrigerator or cooler. The green bottles are arranged on the white rack shelves, with some standing upright and others lying on their sides. It's difficult to give an exact count because some bottles may be partially obscured by others.

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Claude 4 Opus

Model answer: I can see multiple green Sprite bottles in this refrigerator image. Let me count them carefully. Looking at the bottles visible in the image, I can count approximately 20 bottles. 20

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Claude 4 Sonnet
Claude 4.1 Opus

Model answer: I can see multiple green Sprite bottles in this refrigerator image. Counting all the visible bottles, including those partially visible, I count approximately 20 bottles. 20

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Claude 4.6 Opus

Model answer: {"answer": "30"}

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Cohere Aya Vision 32B
Cohere Aya Vision 8B

Model answer: There are 21 bottles in the image.

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GPT-4.1

Model answer: {"answer": "21"}

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GPT-4.1 Mini

Model answer: {"answer": "29"}

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GPT-4.1 Nano

Model answer: {"answer": 23}

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GPT-5

Model answer: {"answer": "24"}

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GPT-5 (high reasoning)

Model answer: {"answer": "23"}

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GPT-5 Mini

Model answer: {"answer": "16"}

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GPT-5 Nano

Model answer: {"answer": "23"}

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GPT-5.1

Model answer: {"answer": "24"}

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GPT-5.2

Model answer: {"answer":"25"}

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Gemini 2.0 Flash

Model answer: {"answer": "30"}

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Gemini 2.0 Flash Lite

Model answer: {"answer": "30"}

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Gemini 2.5 Flash

Model answer: {"answer": "40"}

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Gemini 2.5 Flash Lite

Model answer: {"answer": "30"}

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Gemini 2.5 Pro

Model answer: { "answer": "28" }

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Gemini 3 Flash

Model answer: {"answer": 29}

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Gemini 3 Flash (Tools)

Model answer: {"answer": "28"}

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Gemma 3 27b
Gemma 3 4B
Llama 4 Maverick 17B
Llama 4 Scout 17B
Mistral Medium 3
Mistral Small 3.1 24B

Model answer: I don't have the ability to count objects in images.

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OpenAI O1

Model answer: {"answer": "20"}

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OpenAI O3 (High Reasoning)

Model answer: {"answer":"25"}

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OpenAI O3 (Medium Reasoning)

Model answer: {"answer": "23"}

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OpenAI O4 Mini (High Reasoning)

Model answer: {"answer": "14"}

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OpenAI O4 Mini (Medium Reasoning)

Model answer: {"answer":"21"}

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Phi 4 Multimodal
Qwen 2.5 VL 7B