QHexRT by RunAnywhere

Every modality, 100% on the Hexagon NPU.

Same agentic kernel pipeline as MetalRT, pinned to Qualcomm silicon. Nothing falls back to the CPU.

How it works

One build per NPU generation.

Hexagon lets us decide exactly what runs where, so a model is built and pinned separately for v75, v79, and v81. An unsupported operation fails loudly at compile time, before it ever reaches a device.

NPU prefill

12,540tok/s

LFM 2.5 230M · Hexagon v81

TTFT

36ms

LFM 2.5 230M · Hexagon v81

NPU resident

100%

LLM live · other modalities in development

Validation

Checked against the chip, not a simulator.

Every shipped build is verified against the real NPU output, across many inputs and prompt lengths.

Publications

Every claim comes with numbers.

The other engine

MetalRT

Our engine for the Apple Neural Engine. One portable package, validated against the placement it actually gets on the chip.

See MetalRT