A new tool called Llmspeed allows users to simulate the performance of local large language models on various hardware setups before making a purchase. The platform uses verified benchmarks to estimate key metrics like tokens per second and time-to-first-token for a wide range of GPUs and Macs. This enables consumers to make informed hardware investments tailored to their specific AI workloads.