Open-weight models target frontier capability at lower inference cost

Reflection’s Beam is presented as a 501B-parameter mixture-of-experts model with only 23B active parameters, alongside claims of matching leading Chinese models at 3–4x lower inference compute. The claims are strategically notable but await independent benchmarks and fuller technical disclosure.