LLMs Battle for Pacman Supremacy: One-Shot Web Development Showdown!

research #llm 📝 Blog|Analyzed: Jan 21, 2026 18:46•

Published: Jan 21, 2026 15:36

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1 min read

•r/LocalLLaMA

Analysis

Get ready for a fun experiment! This exciting test pits various LLMs against each other in a one-shot web development challenge: building a Pacman clone. The results are surprising, showcasing the incredible potential of these models to create functional and engaging web applications with minimal prompting.

Key Takeaways

•LLMs are put to the test, creating a Pacman clone with just a single prompt.
•GLM 4.7 shines as the clear winner, demonstrating impressive web development capabilities.
•The test highlights the importance of temperature settings for reproducible results.

Reference / Citation

"GLM 4.7 (by far the clear winner)"

R

r/LocalLLaMAJan 21, 2026 15:36

* Cited for critical analysis under Article 32.

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Source: r/LocalLLaMA