Show HN: Comparegpt.io – Trustworthy Mode to reduce LLM hallucinations
1•tinatina_AI•1h ago
Hi HN , I’m Tina.
Like many of you, I’ve been frustrated with how often LLMs hallucinate — confident answers with no real basis. That’s why I’ve been building CompareGPT.io, a tool to make outputs more trustworthy.
The new Trustworthy Mode works by:
Cross-verifying every answer with our TrustSource, combining our own model with multiple leading LLMs (ChatGPT-5, Gemini, Claude, Grok) and authoritative sources.
Delivering each response with a Transparency Score and full references.
Helping users quickly see where to trust the output, and where to double-check.
It currently works best on knowledge-heavy domains (finance, law, science), and we’re looking for early users to test it out.
Would love your feedback, suggestions, or even criticism on whether this feels useful and how we can improve.