LLM Tree Navigation Benchmark
Measures the ability of various LLMs to navigate a fictional codebase via iterative directory tree expansion and observation. Each model's baseline ability is compared against combinations of various prompt engineering mods to quantify exactly how much they help or hinder the LLM. Interesting findings here: https://github.com/aiwebb/treenav-bench#interesting-findings
LLM Tree Navigation Benchmark launched on April 14, 2024 with 6 votes, #1,635 of 4,347 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 2 years on.
What it does
Test LLM tree-nav ability with various prompt engineering mods - aiwebb/treenav-bench
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