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Show HN: AI Roundtable – Let 200 models debate your question
Hey HN! After the Car Wash Test post got quite a big discussion going (400+ comments, <a href="https://news.ycombinator.com/item?id=47128138">https://news.ycombinator.com/item?id=47128138</a>), I spent the past few weeks building a tool so anyone can run these kinds of questions and get structured results. No signup and free to use.<p>You type a question, define answer options, pick up to 50 models at a time from a pool of 200+, and they all answer independently under identical conditions. No system prompt, structured output, same setup for every model.<p>You can also run a debate round where models see each other's reasoning and get a chance to change their minds. A reviewer model then summarizes the full transcript. All models are routed via my startup Opper. Any feedback is welcome!<p>Hope you enjoy it, and would love to hear what you think!
AI Roundtable is a high-velocity project that leverages the growing need for LLM benchmarking and ensemble reasoning, though it currently functions more as a lead-gen tool for the founder's primary startup (Opper) than a standalone enterprise product. While the 'debate' feature is innovative, the low barrier to entry for model aggregators and the high operational costs present significant sustainability risks.