Reasoning benchmarks rise while factual recall and density drop

Newer models like GLM-5.2 and Qwen3.5 achieve high AIME scores using significantly fewer active parameters per token than GPT-4. However, factual recall remains low, with Gemini 2.5 Pro leading SimpleQA at only 53% accuracy and small models showing hallucination rates above 80%.