[HN Gopher] Show HN: AI Roundtable - Let 200 models debate your ...
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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,
https://news.ycombinator.com/item?id=47128138), 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.
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. 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!
Hope you enjoy it, and would love to hear what you think!
Author : felix089
Score : 21 points
Date : 2026-03-24 19:15 UTC (3 hours ago)
(HTM) web link (opper.ai)
(TXT) w3m dump (opper.ai)
| capitrane wrote:
| https://opper.ai/ai-roundtable/questions/is-the-ai-roundtabl...
| seems like it is a good idea?
| felix089 wrote:
| I actually asked this question before posting, just to be
| sure... edit: their reply is quite funny actually "In a display
| of absolute consensus, the AI Roundtable unanimously validated
| its own existence,"
| felix089 wrote:
| Whoever just asked this, very funny: https://opper.ai/ai-
| roundtable/questions/does-mr-krabs-evade...
| totisjosema wrote:
| Which AI lab has higher ethical standards:
|
| https://opper.ai/ai-roundtable/questions/8f5b4f55-617
|
| Do you think its alright that AI labs scraped the internet
| without respect for copyright and now sell closed models?
|
| https://opper.ai/ai-roundtable/questions/86864de8-251
|
| Very interesting to read the transcripts. And seeing how they
| manage to convince each other. Opus 4.6 seems to really get the
| others changing their minds
| infosecphoenix wrote:
| this is very interesting! I wonder if we need that many models to
| join the discussion. Have you tried fewer models?
| felix089 wrote:
| thanks happy to hear. Yes for debate mode the max number of
| models is actually only 6. More than that didn't really add
| anything in my preliminary test. Only for direct comparison in
| the poll mode you can choose up to 50, then it's kind of nice
| to see their single responses side by side.
| Cider9986 wrote:
| What is the most important amendment in the constitution of the
| USA?
|
| https://opper.ai/ai-roundtable/questions/e4cb234e-be4
| gsandahl wrote:
| Oh lord, imagine asking "serious" questions
|
| https://opper.ai/ai-roundtable/questions/you-are-standing-in...
| cdnsteve wrote:
| Cool project! This is also extremely useful to compare model bias
| across the board. There are some disturbing trends on certain
| topics.
| felix089 wrote:
| Thanks, yes bias is one of the most interesting ones for sure
| Ancalagon wrote:
| Love this. I asked about climate change cause that's been on my
| mind lately. Looks to be very split among the models.
| felix089 wrote:
| Thanks! Yea I think the best ones are when science is actually
| quite clear but politics get in the way so you see their bias
| chabes wrote:
| Are there any dating apps that operate on incentives that favor
| the users?
|
| https://opper.ai/ai-roundtable/questions/e499206c-0c9
| felix089 wrote:
| This app cracked the GEO code
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