Developer compares Gemma4-31B, Qwen3.8-27B, and 6.1-Sol on coding tasks
A 20-year software engineer tested Gemma4-31B and Qwen3.8-27B at the same quantization on repository analysis and new project authoring, finding comparable output quality: Gemma4 was more efficient with fewer calls, while Qwen explored more and gave a fuller picture. GPT 6.1-Sol was added later.