Find which open-weight LLMs fit in your GPU or Mac and compare the speeds people report on setups like yours.
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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.
2× NVIDIA RTX 3060 12GB · Unsloth Studio
User reports a dual RTX 3060 setup with RAM offloading, a Ryzen 7500F and 96 GB of 5600 RAM, writing a tetris game. Prompt eval runs at 3.0 tok/s. Generation is reported as 4.5 tok/s in the summary but 3.5 tok/s in PowerShell, and the user trusts PowerShell. LM Studio failed to offload to the second GPU, so the user used Unsloth Studio.
On Qwen3.8 27B at 4-bit, plain single-GPU runs. Full ranking