Gemma 4 26B (4B active)

User benchmarks 12 local models on a Ryzen AI MAX+ 395 with Radeon 8060S and 128 GB unified memory, scoring four tasks (reasoning, management analysis, coding, MCP tool use) out of 100. Setup is LM Studio with GGUF files at a configured 131,072-token context; speeds are observed generation rates, not end-to-end latency. Gemma 4 26B-A4B QAT Q4_0 and Qwen3.8 27B Q6_K tie at 90/100, at 52-54 t/s and 15-17 t/s respectively; Qwen3.8 was the only model that checked an existing file before overwriting it. GPT-OSS 120B MXFP4 scored 87 at 29-30 t/s with partial GPU offloading. Each model was run once per task and scores are subjective rubric evaluations.