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Side-by-side comparison · Research & Search

Consensus vs Elicit vs Wokelo

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Best overall

Consensus

4.3

From $20/mo

Elicit

3.8

From $49/user/mo

Wokelo

3.8

Free to start

Comparing 3 tools, the maximum.

At a glance

Best overallBest valueEasiest to use

Pick it if: Anyone who wants to know whether something is backed by actual studies before repeating it.

Pick it if: Researchers, students and analysts who need to review a lot of papers carefully.

Pick it if: Private equity, venture, investment banking, consulting and corporate development teams that research companies and markets every week.

Overview

AttributeConsensusElicitWokelo
In one lineSearches academic papers and tells you what the evidence actually says.Finds, screens and summarises research papers into a comparison table.AI research agents that write company, market and due diligence reports for dealmakers.
Pricing modelFreemiumFreemiumPaid
Starting price$20/mo$49/user/moSee website
Free plan Yes Yes No
Works with Claude Code No No Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeConsensusElicitWokelo
Overall rating4.3Winner3.83.8
Ease of useHow quickly someone non-technical gets value from it.
4.5
3.5
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.5
4.0
Output qualityHow good the results are before you fix them.
4.0
4.5
4.0
Value for moneyWhat you get for the price, including the free plan.
4.0
3.0
3.0
Speed & reliabilityHow fast it is and how often it falls over.
4.5
3.5
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeConsensusElicitWokelo
Access & platform
Free plan Yes Yes No
Mobile app– No–
Desktop app No No–
Browser extension– No–
API access Yes Yes Yes
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted No No No
AI abilities
Works with your files– Yes Yes
Understands images No––
Makes images No No No
Makes video No No No
Writes code No No No
Runs agents or automations No Yes Yes
Learns your brand or style No No–
Works in many languages–––
Capabilities score5/ 177/ 176/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeConsensusElicitWokelo
Plans

Free

Free

Occasional fact-checking.

Basic

Free

Searching and reading a few papers.

EnterpriseOur pick

Custom

Investment, consulting and corporate strategy teams.

ProOur pick

$20/mo, or $12/mo billed yearly

Anyone who checks evidence weekly.

ProOur pick

$49/user/mo billed yearly

Anyone doing a real literature review.

Deep

$65/mo, or $45/mo billed yearly

Researchers and clinicians doing frequent literature reviews.

Scale

$169/user/mo billed yearly

Teams running many reviews at once.

Teams

Custom

Labs, departments and research groups.

Enterprise

Custom

Universities, pharma and large research groups.

Which plan to pickStart on Free. If you find yourself rationing the 10 Pro messages, Pro billed yearly is good value at $12 a month. Deep is only for people whose job is literature reviews; most readers here will never need it.Stay on Basic unless you have a review to run. When you do, Pro has everything one person needs, and the yearly commitment is the only way to get the quoted price. Scale is for teams, not for a solo researcher who wants more headroom.There is only a sales-led contract. Ask for a trial on a live deal or project before you sign, and check which premium data sources are included at your price.

Key features

AttributeConsensusElicitWokelo
Standout features
  • Consensus Meter
  • Pro messages
  • Deep reviews
  • Study Snapshots
  • Quality filters
  • API and MCP
  • Research Reports
  • Extraction tables
  • Systematic Review workflow
  • Chat with papers
  • Routines
  • Library and sharing
  • Research reports
  • Premium data
  • Agent builder and marketplace
  • Slides and Q&A
  • API and MCP

Pros and cons

AttributeConsensusElicitWokelo
Pros
  • Consensus Meter gives an honest read on mixed evidence in seconds
  • Every summary links to the actual paper
  • Free plan is enough for occasional checks
  • Pro is cheap when billed yearly
  • Quality filters help you ignore weak studies
  • Extraction tables save days on a literature review
  • Every answer links back to the passage in the paper
  • Systematic review workflow records why papers were included or excluded
  • Routines keep a review current without you remembering to check
  • Free plan is useful for reading and summarising
  • Cited reports that hold up better to checking than a general chatbot's
  • Premium private-market data built in
  • Builds PowerPoint slides from the research
  • Custom agents that follow your firm's process
  • Strong security and hosting options
Cons
  • Only covers academic research; no business or news sources
  • Can make thin or old evidence look more settled than it is
  • Monthly billing on Pro is nearly double the yearly rate
  • Deep review limits are low until you pay for the Deep plan
  • $49 a user a month is a lot for anyone outside research
  • Only academic papers; no business, news or grey literature
  • Extractions still need spot-checking against the source
  • Reports and large screens take a while to run
  • Collaboration is locked to the $169 Scale plan
  • Expensive and sales-led, with no self-serve plan
  • Few independent reviews to judge it on
  • Thinner data on small private companies
  • Overkill for occasional market questions

Who each one is for

AttributeConsensusElicitWokelo
Best for
  • Fact-checking health claims
  • Finding studies on a topic
  • Evidence for a blog or pitch
  • Student literature reviews
  • Literature reviews
  • Extracting data from papers
  • Screening papers by criteria
  • Comparing studies in a table
  • First-pass due diligence on a target
  • Industry and market landscapes
  • Screening and sourcing acquisition targets
  • Competitor and peer comparisons
  • Drafting investment memos and client decks
You'll find it used by
  • Health and wellness brands
  • Content marketers
  • Students
  • Clinicians
  • Researchers
  • Analysts
  • Clinicians
  • Postgraduate students
  • Private equity firms
  • Venture capital firms
  • Investment banks
  • Management consultants
  • Corporate development teams

Questions people ask

Which is better, Consensus, Elicit or Wokelo?

Consensus scores highest overall in our ratings (Consensus 4.3/5, Elicit 3.8/5 and Wokelo 3.8/5). Consensus is best for fact-checking health claims and finding studies on a topic. Elicit is best for literature reviews and extracting data from papers. Wokelo is best for first-pass due diligence on a target and industry and market landscapes.

Which is cheaper, Consensus, Elicit or Wokelo?

Consensus: There's a free plan, and paid plans start at $20/mo. Elicit: There's a free plan, and paid plans start at $49/user/mo. Wokelo: Pricing isn't published; check the vendor's site for a quote.

Which is easier to use, Consensus, Elicit or Wokelo?

Consensus rates highest for ease of use in our scores. Anyone who wants to know whether something is backed by actual studies before repeating it.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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