BenchClaw

A benchmarking-as-a-service platform where developers submit their AI agents, LLM prompts, or RAG pipelines and get standardized performance scores across accuracy, latency, cost-efficiency, and reliability dimensions. BenchClaw runs reproducible evaluations against curated test suites (coding tasks, retrieval tasks, reasoning tasks) and publishes a public leaderboard. With HyperAgents showing self-improving agents, PinchBench launching AI benchmarking, and the explosion of agent frameworks, the community desperately needs an independent, automated way to compare agent architectures. Monetization comes from private benchmarks (companies testing proprietary agents) and sponsored benchmark categories. Built on Next.js with Supabase for results storage and Stripe for premium tiers.