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Side-by-side comparison · Research & Search

Consensus vs Elicit vs Exa

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

4.1

From $20/mo

Elicit

3.8

From $49/user/mo

Exa

4.0

From From $4 per 1

Comparing 3 tools, the maximum.

At a glance

Consensus

4.1
Best overallEasiest to use

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

Elicit

3.8

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

Exa

4.0
Best value

Pick it if: People using Claude Code or building their own assistants who want real web search behind them.

Consensus scores highest overall, but Exa gives you more for your money. Which one is right comes down to what you value most.

Overview

AttributeConsensusElicitExa
In one lineSearches academic papers and tells you what the evidence actually says.Finds, screens and summarises research papers into a comparison table.A search engine built for AI tools, so Claude can find exactly the pages it needs.
Pricing modelFreemiumFreemiumFreemium
Starting price$20/mo$49/user/moFrom $4 per 1
Free plan Yes Yes Yes
Works with Claude Code No No Yes

Rating breakdown

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

AttributeConsensusElicitExa
Overall rating4.1Winner3.84.0
Ease of useHow quickly someone non-technical gets value from it.
4.5
3.5
3.0
FeaturesHow much it can do, and how well the pieces fit together.
3.5
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
4.5
Speed & reliabilityHow fast it is and how often it falls over.
4.5
3.5
4.5

Feature comparison

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

AttributeConsensusElicitExa
Access & platform
Free plan Yes Yes Yes
Mobile app– No No
Desktop app No No No
Browser extension– No 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 No
Understands images No– 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 No
Works in many languages–– Yes
Capabilities score5/ 177/ 177/ 17

Pricing

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

AttributeConsensusElicitExa
Plans

Free

Free

Occasional fact-checking.

Basic

Free

Searching and reading a few papers.

FreeOur pick

Free

Personal use inside Claude Code.

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.

Pay as you go

From $4 per 1,000 searches

Anyone whose usage outgrows the free credit.

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.

Enterprise

Custom

Companies building products on top of it.

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.Start free. The monthly $10 of credit is plenty for one person using it from Claude Code, and if you do run out you only pay for what you use. Enterprise is for software companies, not for a business that just wants better search.

Key features

AttributeConsensusElicitExa
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
  • Meaning-based search
  • Page contents
  • Find similar
  • Deep search
  • Agent runs
  • Hosted MCP

Pros and cons

AttributeConsensusElicitExa
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
  • Finds pages by meaning, so vague descriptions still work
  • Free credit resets every month and needs no card
  • Hosted connection for Claude Code takes minutes to set up
  • Returns clean page text ready for an AI to read
  • Pay as you go with no subscription
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
  • Not much to use on its own; you need Claude or another assistant in front of it
  • Setup assumes some comfort with plugins or settings files
  • Per-request pricing is hard to predict if an agent runs away with searches
  • No mobile or desktop app, because it is a service rather than a product

Who each one is for

AttributeConsensusElicitExa
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
  • Web search inside Claude Code
  • Finding sites like one you know
  • Building lists of companies or articles
  • Pulling page text for research
You'll find it used by
  • Health and wellness brands
  • Content marketers
  • Students
  • Clinicians
  • Researchers
  • Analysts
  • Clinicians
  • Postgraduate students
  • Developers
  • Founders
  • Researchers
  • Claude Code users

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability. The "Visit" buttons may use affiliate links, which never affect a score.

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