Elicit vs Consensus: Our Verdict
Two AI research assistants that look alike from the outside, but pull in opposite directions once you sit down to do real work. We tested both on the same evidence questions to decide which one a working researcher should pay for.
Elicit wins on the work that actually justifies a research-assistant subscription, systematic screening and structured extraction across many papers, and takes our recommendation for graduate students, evidence synthesists, and anyone building a review. Consensus is the better choice for clinicians, journalists, and policy analysts who need fast, evidence-weighted answers to specific yes/no questions and rarely need to build a table.
Elicit and Consensus are the two AI research assistants most researchers compare directly. Both index roughly the same universe of peer-reviewed literature through Semantic Scholar, both summarize papers with citations, and both promise to compress a literature review from weeks to hours. From the pricing page out, they look interchangeable.
They aren't. Elicit is a structured-extraction workflow built around screening and evidence tables. Consensus is an answer engine built around a single question and a visual agreement meter. We tested both on the same evidence questions and the same set of papers, and judged them round by round. Each round names a winner and states the procedure we used to decide it.
Consensus indexes roughly 200 million papers via Semantic Scholar across scientific disciplines, while Elicit accesses about 138 million papers plus 545,000 clinical trials. Both have enough coverage for the topics most researchers actually search, but Consensus's broader index surfaced a handful of additional preprints and conference papers that Elicit missed.
How we tested itWe ran the same ten search queries spanning biomedicine, social science, and engineering in each tool, recorded the size of each tool's underlying index, and spot-checked whether known seminal papers in each field were retrievable.
Elicit's column-extraction workflow is purpose-built for this task. The user defines columns and the system populates a spreadsheet across the included papers. The Basic plan exposes 2 extraction columns, Pro allows 20, Scale 30, and Enterprise 40, which is enough headroom for the kind of evidence tables a systematic review actually needs. Consensus has no comparable column-based extraction surface.
How we tested itWe loaded the same 20-paper shortlist into each tool and asked it to populate a table with sample size, study design, intervention, primary outcome, and reported effect size, then counted the cells each tool filled correctly against a hand-coded answer key.
Elicit includes systematic review workflows designed to align with established standards such as PRISMA and Cochrane, with screening protocols and quality-assessment criteria built into the product. Pro on Elicit includes 12 reports or systematic reviews per month and bulk extraction. Consensus has no equivalent screening pipeline. It's an answer engine, not a review workbench.
How we tested itWe set up the same review question in each tool, ran the search-to-screen pipeline end to end, and counted how many of the standard review steps (deduplication, abstract screening, inclusion/exclusion logging, extraction, export) were supported in-product rather than requiring a hand-off to another tool.
Consensus is built exactly for this shape of question. Its Consensus Meter aggregates Yes/No/Unclear verdicts across the matching papers and shows the percentage that support or oppose a claim, with one-sentence summaries and the supporting sentence pulled from each paper. Elicit can answer the same questions, but it routes them through a longer report-style workflow that's overkill for a 30-second factcheck.
How we tested itWe asked each tool 15 yes/no claim questions of the kind a clinician or journalist would actually ask (for example, 'Does zinc supplementation reduce the duration of the common cold?') and timed how long each took to return a cited, defensible answer.
Consensus exposes more granular search controls: methodology filters (meta-analysis, systematic review, RCT, observational study), journal-ranking filters from Q1 to Q4, open-access toggles, citation thresholds, and preprint exclusion. Elicit also offers journal-quartile filtering, but its filter set is narrower. For a reader who wants to restrict a question to high-quality evidence at the search step, Consensus does more of the work for you.
How we tested itWe searched the same topic in each tool and recorded the filter set actually available at query time: journal quartile, methodology, citation threshold, open-access, preprint inclusion, and publication year.
Consensus is the cheaper door. The Premium plan is $15 per month or $120 per year, the free tier offers unlimited basic Papers searches plus a monthly allowance of Pro messages, Deep reviews, and Study Snapshots, and there's a 40% student discount. Elicit Plus is $12 per user per month, and Elicit Pro, the plan you actually need for systematic review and bulk extraction, is $49 per user per month, with the Basic free plan capped at 2 automated reports per month and one-time credits rather than a monthly refresh. For light use, Consensus is cheaper. For heavy review work, Elicit is the only tool here that supports the workflow at all, and the higher bill buys something the cheaper plan can't do.
How we tested itWe priced a month of normal individual use on each tool's entry paid plan, then re-priced a heavy month built around systematic-review work to see how each plan's limits behaved.
Where the verdict turned
These two products are sold into the same category, but they aren’t substitutes. Elicit took the two rounds that decide whether a research-assistant subscription earns its keep on real work: structured extraction and systematic review. Its column-extraction workflow is the strongest dedicated feature in the category for building evidence tables. Define the columns you need, point it at your included papers, and the system populates the table across them. Consensus has no comparable surface for this kind of work.
Consensus took the rounds about reach, speed, and price. Its database is larger, its search filters are more granular, and its Consensus Meter is the right tool for the question a clinician or journalist most often actually has: does the literature support this specific claim, and by how much? At $15 per month for Pro, or $120 a year, it’s also the cheaper subscription, and the free tier is generous enough to evaluate the product seriously before paying.
Who should buy which
Choose Elicit if your work is a real literature review, a meta-analysis, or any project where you need to extract structured data across twenty or more papers. Elicit Pro at $49 per month is the plan that opens up the systematic-review workflow, bulk extraction with up to 20 columns, and twelve reports a month, and it’s meaningfully cheaper than the comparable tier on most rival workbenches. The free Basic plan is too thin to evaluate this workflow honestly; budget for Pro from day one if a review is what you’re doing.
Choose Consensus if your work is question-answering rather than evidence-table-building: clinical fact-checking, science journalism, policy memos, an early scoping pass on an unfamiliar topic. The Consensus Meter is purpose-built for the binary claim, the methodology and journal-quartile filters let you constrain a search to higher-quality evidence in one click, and Premium at $15 per month is among the cheaper paid plans in the category. For institutions, Consensus’s LibKey integration also makes paywalled papers easier to actually open.
A pragmatic combination is also reasonable, and common in practice. Many researchers run Consensus for the first-pass question (does the evidence broadly support this claim?) and switch to Elicit once a shortlist of papers needs to be screened and tabulated. If forced to pick one for a working researcher whose day is spent building reviews, our recommendation is Elicit. For everyone whose day is spent answering questions, it’s Consensus.
A note on credits and limits
Both tools have moved decisively to metered plans, and a reader choosing between them is choosing across that transition. Elicit’s free Basic tier gives one-time credits rather than a monthly refresh, and the Plus plan caps automated reports at four per month. Consensus’s free tier offers unlimited basic Papers searches but caps the Pro messages, Deep reviews, and Study Snapshots that do the real synthesis work. Neither tool is a flat-rate, unlimited-research product. Budget the heavy work accordingly, and start on the free tier of whichever one matches your workflow before paying.