local.ai

How AI really runs on your own hardware

Real numbers from agent workloads, across every model, quantization, hardware, and harness, so you know exactly what you'll get.

Capability vs energy capability energy →
Energy per task 7,577 J 2,311 J DGX Spark M5 Max
Decode throughput tokens / sec
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