Poops-Draw

Poops-Draw

Where LLMs draw badly — and that’s the point.

8 followers

Poops-Draw is an AI art toy where LLMs generate JSON coordinates and my CPU draws hilariously bad images using Python. It’s intentionally slow, intentionally terrible — and unexpectedly useful for benchmarking model behavior. So bad, it’s kind of brilliant.
Poops-Draw gallery image
Poops-Draw gallery image
Poops-Draw gallery image
Poops-Draw gallery image
Poops-Draw gallery image
Free
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What do you think? …

thunderbizlab
Maker
📌
Hi everyone! 👋 I made Poops-Draw because I wanted something really dumb, really fun, and a little bit insightful. It uses Gemini Flash to generate JSON drawing coordinates from your prompt, then my poor Linux CPU draws it using Python PIL... very slowly and very badly 😅 Ironically, better LLMs still manage to produce more consistent drawings — which makes this a weirdly effective way to benchmark model behavior. Hope it makes you laugh, or at least makes your CPU sweat a little. Would love any feedback, ideas, or prompts to try! – thunderbizlab 🚽🎨
thunderbizlab

If you're curious about the story behind Poops-Draw, I wrote a short blog post here:

👉 blog

thunderbizlab

I'm really looking forward to Grok 4!

Here's a benchmark result from PoopsDraw using Grok 3 👇