Picking LLMs is painful — auto-updating daily pricing comparator

Picking LLMs is painful — auto-updating daily pricing comparator targets a $12.0B = 3,000,000 organizations using LLM APIs x $4,000 avg annual LLM spend total addressable market with medium saturation and a year-over-year growth rate of 60%+ (rapid growth in LLM API spend and tools).

Key trends driving demand: Proliferation of LLM vendors -- more models and pricing formats increase the need for normalization and comparison.; Metered & surge pricing complexity -- usage-based/token pricing and specialized endpoints create high variance in bills, driving demand for forecasting tools.; Enterprise AI adoption -- rising budgets and procurement scrutiny make cost transparency a requirement, not a nicety.; Open models + cloud commoditization -- lower-cost inference options and frequent price changes accelerate churn among vendors and increase comparison value..