llama.cpp vs MLX/oMLX: Architecture Benchmark on Apple Silicon

Head-to-head benchmark of llama.cpp vs Apple MLX for local LLM inference on M5 Max. Architecture comparison showing why fewer layers = faster inference — llama.cpp is 21-59% faster across all payload sizes.