Elicit vs Consensus vs Scite: AI for scientific research

Elicit, Consensus and Scite all use AI to help researchers find and understand scientific literature, but each answers a different question. Elicit is built for extracting and synthesising data across many papers, Consensus for seeing what the evidence says on a question, and Scite for judging how a specific finding has been received by later research.

The short answer

• Choose Elicit to search papers, extract data into tables and produce cited reports or systematic reviews.
• Choose Consensus to get a quick, evidence-weighted answer to a research question, including a medical mode.
• Choose Scite to check whether later studies support or contradict a paper, with answers linked to exact sentences.

Side by side

Synthesis versus context

Elicit and Consensus both synthesise evidence, but in different ways. Elicit lets you define the columns you care about, such as sample size or outcome, and fills a table across many papers, which suits systematic reviews and meta-analysis preparation. Consensus focuses on the overall picture, showing where findings agree or conflict and distinguishing evidence types. Scite answers a narrower but crucial question: has this result been supported or challenged since publication?

Accuracy and responsibility

All three vendors cite their sources, which makes checking easier, but none removes the need to read the papers. Automated extraction can misread numbers or methods, summaries can oversimplify study quality, and citation classification can miss nuance. Treat outputs as a map of the literature, then verify the studies that matter for your conclusions.

How to decide

1. Pick a research question you already know well and test each tool on it.
2. Compare what each tool found against your own reference list.
3. For reviews, test data extraction on five papers and check every value.
4. For key papers, check how Scite classifies later citations.
5. Check whether your library offers institutional access before buying individually.

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Tools to explore

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