>> We have an internal eval that measures performance on tasks for a handful of embedded systems repos for our mmWave radios

Okay but the parent said real-world usage, presumably meaning coding tasks.

We have a whole bunch of complex evals that Haiku 4.5 passes. That doesn't mean it is a good model for coding.