A score of 52 on the Artificial Analysis Intelligence Index puts Qwen 3.8 27B on par with GPT-5.6 Luna. It trails the 1.7T parameter DeepSeek V4 Pro by only one point. This efficiency gap is stark. Practitioners can now deploy comparable intelligence with significantly lower compute requirements and smaller memory footprints.