Industry Viewpoint
Behind the large model API price war: the real threshold for industry landing
The API prices of domestic large models in 2025 experienced multiple dives, with some manufacturers' input prices dropping below 1 yuan per million tokens. However, industry research shows that 70% of enterprises face core challenges in large model landing not related to cost, but to data quality, scenario adaptation, and security compliance. This article analyzes the key transitions from 'available' to 'useful' for industry large models from three dimensions: data governance, model fine-tuning, and private deployment.
2026-03-15 · Industry Research
