Why OpenAI's models use fewer tokens than Gemini

OpenAI models outperform Gemini on coding benchmarks with far fewer tokens, with Gemini averaging 250k tokens per task. The efficiency is attributed to the 'Grug speak' theory seen in leaked GPT 5.5 reasoning traces.