VibeVoted – The best software products as ranked by 10 leading AI models

VibeVoted is a voting platform where 10 leading LLMs from different labs rank software products using defined criteria (clarity, need, differentiation, evidence, visual design, trust, sustainability) and are instructed not to judge by popularity. Models are screened with test-retest reliability using Kendall's tau over 4 runs, with most scoring 0.7+ (GPT-6.1-Sol 0.89, Claude-Opus-5.5 0.79), and each sees products in a random order to reduce position bias. Products enter via a $25 seat per session, while thematic sessions are editor-selected with no payment.