Gemma 4, a 27‑billion‑parameter model released by Google, shows that open models can match performance with less compute. Unlike typical benchmarks, the focus shifts to community adoption and transparency. This signals that practitioners can now consider open models for cost‑effective deployment. The move could lower barriers for smaller teams. Open licensing also encourages rapid iteration.