Find which open-weight LLMs fit in your GPU or Mac and compare the speeds people report on setups like yours.
Pick your GPU or Mac, then read the speeds people reported on it, or estimate which models fit and how fast they run.
Free to use. No account needed. Memory estimates and community measurements are labelled separately.
Search for a model to see its reported speeds across GPUs and Macs.
These are individual setups, not a controlled benchmark. Compare GPU count, quantization, context and offloading before comparing speeds. How to read a report →
Exact recorded values. Context may be a configured limit; matching filters does not establish identical prompts, offloading or concurrency.
M3 Max 128GB · MLX · 290,000 ctx
User reports 160 t/s prefill and 5-6 t/s generation on an M5 Max 128GB with Qwen 3.6 27B Q8 MLX at 290k context. GPU utilization sits at only 36-50%. User expected 8-14 t/s generation and asks how other setups compare.
On Qwen3.8 27B at 4-bit, plain single-GPU runs. Full ranking