Magnitude Review 2026: A Self-Optimizing Inference Engine for Agent Workloads
Magnitude is an Apache-2.0 local inference engine that assesses your hardware from metadata, compiles and tunes its own numerical kernels on that device, then serves an open model on port 10100 and rewrites your coding agent’s config to use it. “Self-optimizing” here means a kernel autotuner under a fixed precision policy, not a learning system. The claims below were re-verified against the live repository, its Apache-2.0 license, the product documentation and the launch thread on 8 October 2026. This is a source-verification review, not a hands-on benchmark: every figure is either the vendor’s own artifact or a named third party’s self-reported measurement. ...