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Gemma 4 Beats Qwen in Pac-Man Coding

Gemma 4 Beats Qwen in Pac-Man Coding
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πŸ¦™Read original on Reddit r/LocalLLaMA

πŸ’‘Gemma 4 crushes Qwen in full Pac-Man game codingβ€”speed trumps verbosity for devs

⚑ 30-Second TL;DR

What Changed

Gemma 4 31B: 27 tokens/sec, 3m51s, 6,209 tokens, smoother ghost AI and controls

Why It Matters

Demonstrates Gemma's edge in practical coding tasks for local inference, influencing model selection for game dev and rapid prototyping among builders.

What To Do Next

Test Gemma 4 31B on atomic.chat for your next local LLM coding benchmark.

Who should care:Developers & AI Engineers

Key Points

  • β€’Gemma 4 31B: 27 tokens/sec, 3m51s, 6,209 tokens, smoother ghost AI and controls
  • β€’Qwen 3.6 27B: 32 tokens/sec, 18m04s, 33,946 tokens, more creative but verbose
  • β€’Tested on atomic.chat with one-shot prompt for standalone HTML Pac-Man game
  • β€’Maze: ~21x21 procedural, neon visuals, power pellets, 3 lives, localStorage high score
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Original source: Reddit r/LocalLLaMA β†—