Live Interactive Demo

See the token savings in real time

Enter any public URL and a question. We'll fetch the page as raw HTML and as clean Markdown, ask the same question to Gemini, and show you exactly how many tokens each format costs.

Paste any public URL — no need to type https://. Or hit 🎲 Random Wiki to try a random Wikipedia article.

Fetching both versions and running AI calls in parallel…

Enter a URL and a question above to see the comparison

Try a Wikipedia article — the difference is dramatic