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Tools · Comparison

Alethea vs Consensus vs Elicit

All three are research tools. Here is what separates them.

AletheaConsensusElicit
What it isALETHIA AI is a research and development studio building at the intersection of two of the most transformative technologies of our time: Generative AI and…Answers a yes-or-no research question by aggregating what the papers actually found.Searches academic papers and extracts findings into a table you can compare across studies.
CategoryResearchResearchResearch
PricingPaidFreemium · Free · from $8.99/moFreemium · Free · from $12/mo
How it billsNot publishedFlat monthlyFlat monthly
Free tierNoYesYes
RatingNot yet ratedNot yet ratedNot yet rated
Features
  • Evidence-based answers from papers
  • Consensus meter across studies
  • Study quality indicators
  • Citation export
  • Filters by study type
  • Semantic search over academic papers
  • Structured data extraction into tables
  • Every claim linked to a source
  • Systematic review workflows
  • PDF upload and analysis
What works
  • Sits in Research, one of the better-covered categories here — easy to compare
  • Shows disagreement rather than hiding it
  • Every answer traces to papers
  • Good free tier
  • Extraction is checkable in a way summaries are not
  • Turns review into comparison
  • Strong citation discipline
What does not
  • No free tier — it has to be paid for before it can be tried
  • Does not publish a price on its own site, so the cost is only clear after signing up
  • 44 other tools in this catalogue claim to do the same job
  • 12 tools in the same category have a free tier
  • Only covers questions research has addressed
  • Consensus meter oversimplifies
  • Field coverage is uneven
  • Coverage skews to certain fields
  • Extraction errors need spotting
  • Paid tier needed for volume