Consensus vs Elicit (2026): Quick Answer or Full Review

Consensus when the job is checking a claim before it ships. Elicit when the job is a real literature review with evidence you can sort and defend. Both read scientific papers so you don’t have to — they just answer different questions with them.

What each one actually is

Consensus takes a question — “does creatine improve cognitive function?” — and returns a consensus meter: the percentage of relevant studies that support, contradict, or land mixed on the claim, with snapshots of each paper’s sample size and method. It’s built to answer a yes/no/mixed question fast, not to process a body of literature.

Elicit takes a research question and screens, filters, and extracts data from papers into a structured table — sample sizes, outcomes, methods, whatever columns you define. It’s a systematic-review workflow, not a chat window over PDFs. The free tier’s unlimited search and summarize covers casual use; the paid tiers exist for bulk extraction.

Where Consensus wins

• Speed to a defensible answer. One question in, a measured percentage out — fast enough to check a claim mid-draft.
• Intellectual honesty by default. The meter shows disagreement across studies instead of surfacing one convenient result.
• Lower cost for occasional use. Pro runs $20/mo monthly or effectively $12/mo billed annually — cheap insurance against publishing something wrong. Pay monthly and the math gets less obvious.

Where Elicit wins

• Structured extraction. Elicit builds sortable evidence tables across dozens of papers; Consensus doesn’t attempt this.
• Depth per paper. Elicit’s screening and column-based extraction goes further than a single-question meter ever will.
• Free tier ceiling. Unlimited search, summaries, and chat at $0 — the most generous free tier in research AI, before extraction even enters the picture.

The call

Situation	Pick
Fact-checking one claim before you publish	Consensus
Building an evidence table across 30+ papers	Elicit
You need a percentage, not a synthesis	Consensus
The output has to survive a client or reviewer’s scrutiny	Elicit
You read papers occasionally, budget matters	Elicit (free tier) or Consensus (Pro at $12/mo annual)

Tools need jobs, not categories. If the job is “is this true,” Consensus answers it in seconds. If the job is “build the evidence base,” Elicit is the one doing the actual work — and research teams that do both commonly run Consensus first to triage, then Elicit to extract.