Frontier quality at 1% of the cost: a production benchmark of LLM classifiers

Airbnb engineers Clay Gibson and Adel Elmalaha benchmarked a fine-tuned 2-billion-parameter open-weight model against open-weight and proprietary frontier APIs on a real content-policy classification task.