Developers struggle to compare dozens of similar-sounding AI models with different strengths.
Build a standardized testing platform that runs benchmarks across accuracy, speed, and cost dimensions. Display clear comparisons.
Sell access to comprehensive benchmarks. Offer custom evaluation for enterprises.
Start with open models and basic metrics. Expand based on demand.
Risk: Model providers may dispute methodology or provide biased data.