Consensus vs Elicit

Consensus is a search engine built specifically over peer-reviewed scientific literature: ask a question (e.g., "does X improve Y?") and it returns relevant papers with AI-generated summaries of their findings, plus a distinctive "Consensus Meter" that visualizes how much agreement exists across the returned studies — whether the evidence leans toward yes, no, or is mixed. Every summary links to its source paper, making it straightforward to dig into the underlying research. The free tier covers a number of searches and AI summaries per month suitable for casual use; paid plans starting around $9.99/mo raise those limits for students, researchers, and professionals doing more frequent literature searches. Coverage is limited to indexed academic literature, so it won't help with general topics, and the consensus meter is a useful starting signal but can oversimplify genuinely contested or nuanced research questions.

Elicit is built specifically for academic and scientific research workflows: ask a research question, and it searches a database of well over 100 million papers, surfaces the most relevant ones, and extracts specific data points — sample sizes, methods, findings — into a structured table you can compare across studies. This turns what would normally be hours of manually reading abstracts into a much faster screening process for systematic literature reviews, and every extracted data point links back to the source paper for verification. The free tier covers a meaningful number of searches and extractions per month, suitable for occasional research; paid plans starting around $12/mo raise those limits for heavier academic or professional use. Elicit is far less useful for general, non-academic questions — its value is concentrated specifically in working through scientific literature, and extracted data should still be spot-checked against the original papers.

• + Searches peer-reviewed research specifically
• + Unique Consensus Meter shows scientific agreement at a glance
• + Citations link directly to source papers
• + Usable free tier

• – Coverage limited to indexed academic literature
• – Free tier caps AI-powered summaries per month
• – Consensus meter can oversimplify contested topics

• + Searches a huge database of academic papers
• + Extracts data into structured comparison tables
• + Speeds up systematic literature reviews significantly
• + Citations link back to original papers

• – Best suited to academic/scientific research
• – Extracted data still needs verification against sources
• – Higher usage requires a paid plan