WhichLLM
github.com/andyyyy64/whichllm- Category
- Developer Tools
- Type
- APP
- Builder
- andyyyy64
- GitHub
- 6.1k stars
- Added
- Jun 16, 2026
About
Benchmarks and ranks which local LLM runs best on your specific hardware.
Why it made the leaderboard
This tool solves a genuine pain point in the local LLM ecosystem by intelligently matching models to hardware capabilities based on real benchmarks rather than just size constraints. Unlike the similar tools listed (llama.cpp, Ollama, etc.) which are primarily inference engines, whichllm fills the distinct role of hardware-aware model discovery and recommendation. The CLI is well-designed with practical features like GPU simulation for purchase decisions and hardware upgrade comparisons.
Tech Stack
Python
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Indexed by a proprietary survey. Corrections welcome.