Gemma 4 Real-World Benchmarks: Why E4B Is the Sweet Spot for Local AI

Real-world testing of the Gemma 4 lineup identifies E4B as the definitive choice for multimodal tasks on consumer hardware, rendering the smaller E2B model largely obsolete for practical use. This underscores a shift where reasoning efficiency and VRAM management are more critical than raw parameter counts for local deployments.