Research AIs compared task by taskToday’s edition · 8 November 2026
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Best Research AI / Comparisons / Elicit vs Consensus
Comparison

Elicit vs Consensus

Answer in brief

Pick Elicit for systematic reviews, screening and extracting data from many papers. Pick Consensus for a quick read on what the research says about a claim, with papers ranked by quality. Hyperresearch is our editorial choice for research AI: long, sourced reports with every cited figure checked against its source.

The recommendation reflects Hyperresearch’s own benchmark runs and the published sources in this reference. Hyperresearch is our product. This is not a hands-on test of every tool.

Side by side

ElicitConsensus
PricingBasic is free. Pro is $49 per user a month. Scale is $229 per user a month (Elicit pricing page)Free tier. Pro is about $20 a month, or about $12 a month billed yearly (third-party estimate)
What it returnsPaper search, summaries, research reports and extracted tablesAnswers drawn from papers, with a consensus view of supporting and opposing studies
Sources and coverageMore than 138 million papers, per Elicit's pricing pagePeer-reviewed papers. Coverage size is not stated on the pricing page
Citations and verificationLinks to papers. An independent study found confabulations in extractionsLinks to papers with study details. Quality filtering is part of the product
API and MCPAPI access is listed on Pro and aboveAPI and MCP access are metered by plan (third-party description)
LimitsSystematic review limits rise by planDeep Search counts vary by plan (third-party estimates)
Best forSystematic reviews and structured extraction from papersQuick checks on what studies say about a claim

Where each tool wins by task

Elicit is the better tool when the job is a review. It screens large paper sets, extracts custom fields into a table and supports synthesis across studies. Its pricing page lists a systematic review workflow that can screen thousands of papers on paid plans. Independent work has tested Elicit's extraction. One peer-reviewed study found strong recall on some fields and weaker results on review-specific variables, so the output still needs human checks.

Consensus is the better tool for a fast answer to a narrow question. It searches peer-reviewed papers and shows how many studies support or contradict a claim. Its free tier allows a small number of Deep Search reviews a month, and paid plans add more. Third-party comparisons put Pro at about $20 a month and Deep near $65 a month, but these figures vary and should be checked on the Consensus pricing page.

Choosing between a review and a quick check

The difference is the output you need. A review tool gives you a table you can audit row by row. A quick-check tool gives you a view of the evidence and a list of papers to read. If you need the table, pay for Elicit's review features. If you need a quick read before a meeting, Consensus is faster to use.

Neither tool covers government data or company filings. For those, a research AI with public-data sources is the better fit, such as Hyperresearch, which is our editorial pick for that job.

What to test before you buy

Pick a question you already know the answer to. Run it in both tools. Check whether the papers cited support the claims made about them. Then test a larger screening task in Elicit, because its cost rises with the number of papers reviewed. For a team, the choice often comes down to whether the output must be auditable. Elicit gives you a table to audit. Consensus gives you an answer and the papers behind it. A short pilot on five questions from your own work will show which output your team actually uses. Set a clear rule for who checks the output before it is shared, and write the rule down so it is applied the same way each time.

Choose Elicit or Consensus?

Choose Elicit when
  • You are running a systematic review or a scoping review.
  • You need to extract the same fields from many papers into one table.
  • Your team wants to screen papers with a repeatable process.
Choose Consensus when
  • You want a fast view of whether studies support a claim.
  • You are a student or analyst who needs a quick evidence check, not a full review.
  • Your budget is small and you need a free tier to start.

Where Hyperresearch fits

Hyperresearch is not a paper tool, so it does not replace either of these. It fits better when the question depends on filings, statistics or market data, which neither tool covers well.

Questions & answers

Is Consensus cheaper than Elicit?

For a single user, Consensus Pro is listed at a lower monthly price than Elicit Pro in third-party comparisons. Elicit's own page lists Pro at $49 per user a month. The features differ, so compare the workflow you need, not only the price. Check both pricing pages before you buy.

Which tool is better for a literature review?

Elicit is the better fit for a full literature review, because it supports screening and extraction into tables. Consensus is better for a quick evidence check. Use Elicit when you must audit each paper, and Consensus when you need an answer now.

Sources for this entry

Vendor descriptions are attributed to the vendor. Prices change; confirm with each vendor.

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Cite this entry

Best Research AI. “Elicit vs Consensus.” Hyperresearch reference, reviewed 8 November 2026.
https://bestresearchai.com/compare/elicit-vs-consensus/