Stop Guessing.Start Verifying.
Free tools that show you exactly when AI gets the math wrong — and prove that a proper compute layer always gets it right.
What We're Building
Raw LLM vs Verified Output
See the same model answer the same question two ways — once on its own, once through our compute layer. Every result is classified as Correct, Close, or Hallucinated.
LLM Result Checker
Paste any prompt and the AI's answer. We recompute the result through a verified pipeline and tell you whether the model got it right — or made it up.
AI Math Stress Test
Run the same prompt through a model multiple times and watch how answers vary with each run — while our compute layer returns the same correct result every time.
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The Problem
LLMs don’t compute. They predict the next token — even when that token is a number.
Ask the same math question five times. You’ll get five different answers.
A verified compute layer gets it right every time. These tools let you see the difference.