AutoBuilder Proof Lab
Benchmark methodology & leaderboards
Twelve 0–100 scores per demo rebuild. Sample data until verified pipeline runs publish real measurements.
Demo benchmark · Demo benchmark only. AutoBuilder is not affiliated with YC, a16z, or referenced companies. Benchmarks measure generated startup output quality, not real-world business performance.
Score categories
- Build speed — How fast AutoBuilder generated the demo package.
- Completeness — How many core startup assets were produced.
- Product clarity — Clarity of user, problem, and solution.
- MVP readiness — How close the output is to a shippable MVP scope.
- UX quality — Landing flow, workspace UX, and onboarding clarity.
- Business model — Monetization path and pricing logic.
- Differentiation — How sharply the demo concept is positioned.
- Execution plan — 7-day, 30-day, and launch roadmap usefulness.
- Technical scope — Architecture, integrations, and data model definition.
- Founder usefulness — Helpfulness to someone starting from scratch.
- Trust & compliance — Claim safety and honest labeling.
- AutoBuilder advantage — Speed, structure, scope, or launch-readiness vs manual planning.
10 entries in sample index · add real runs via lib/proof-lab/sample-data.ts or pipeline JSON