Self-Hosted vs Frontier: 27 Runs on a Real Agentic Pipeline
Nine model configurations — two self-hosted open-weights, four Claude generations, GPT-5.6 Sol, DeepSeek and GLM — each ran the same long-horizon enrichment pipeline three times, scored against adjudicated ground truth with weights fixed before results.