Unverified50% confidenceBenchmarkExact time
Dynamic Highlights saves 95% of token consumption compared with returning full page text.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/20/2026
First Seen
Valid until: 1/18/2027
Sources
Related Entities
Related Claims
UnverifiedThe LLM-oriented Markdown form saves 98% of tokens compared with raw HTML at the median and 63% compared with full-page-to-text conversion.75% similarUnverifiedA typical HTML document may consume 2–5 times more tokens compared to equivalent Markdown content63% similarUnverifiedDOM simplification or Accessibility Tree extraction techniques can reduce a page containing 100,000 tokens to 2,000–5,000 tokens, achieving a compression ratio of over 95%.60% similarUnverifiedExa 3.0 introduces the Dynamic Highlights feature, which can dynamically extract the snippets most relevant to a query from a web page instead of returning the full page text.59% similarUnverifiedCapturing the DOM preserves the semantic information, event bindings, and CSS styles of elements, enabling playback to reconstruct pages with genuine interactive capabilities, whereas screenshots only save pixel information59% similar
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