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Side-by-side comparison · Research & Search

Elicit vs Exa 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.

Elicit

3.8

From $49/user/mo

Best overall

Exa

4.0

From From $4 per 1

Wokelo

3.8

Free to start

Comparing 3 tools, the maximum.

At a glance

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

Exa4.0
Best overallBest value

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

Easiest to use

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

Overview

AttributeElicitExaWokelo
In one lineFinds, 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.AI research agents that write company, market and due diligence reports for dealmakers.
Pricing modelFreemiumFreemiumPaid
Starting price$49/user/moFrom $4 per 1See website
Free plan Yes Yes No
Works with Claude Code No Yes Yes

Rating breakdown

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

AttributeElicitExaWokelo
Overall rating3.84.0Winner3.8
Ease of useHow quickly someone non-technical gets value from it.
3.5
3.0
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.0
4.0
Output qualityHow good the results are before you fix them.
4.5
4.0
4.0
Value for moneyWhat you get for the price, including the free plan.
3.0
4.5
3.0
Speed & reliabilityHow fast it is and how often it falls over.
3.5
4.5
4.0

Feature comparison

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

AttributeElicitExaWokelo
Access & platform
Free plan Yes Yes No
Mobile app No No–
Desktop app 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 Yes
Understands images– No–
Makes images No No No
Makes video No No No
Writes code No No No
Runs agents or automations Yes Yes Yes
Learns your brand or style No No–
Works in many languages– Yes–
Capabilities score7/ 177/ 176/ 17

Pricing

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

AttributeElicitExaWokelo
Plans

Basic

Free

Searching and reading a few papers.

FreeOur pick

Free

Personal use inside Claude Code.

EnterpriseOur pick

Custom

Investment, consulting and corporate strategy teams.

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.

Scale

$169/user/mo billed yearly

Teams running many reviews at once.

Enterprise

Custom

Companies building products on top of it.

Enterprise

Custom

Universities, pharma and large research groups.

Which plan to pickStay 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.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

AttributeElicitExaWokelo
Standout features
  • 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
  • Research reports
  • Premium data
  • Agent builder and marketplace
  • Slides and Q&A
  • API and MCP

Pros and cons

AttributeElicitExaWokelo
Pros
  • 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
  • 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
  • $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
  • 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

AttributeElicitExaWokelo
Best for
  • 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
  • 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
  • Researchers
  • Analysts
  • Clinicians
  • Postgraduate students
  • Developers
  • Founders
  • Researchers
  • Claude Code users
  • Private equity firms
  • Venture capital firms
  • Investment banks
  • Management consultants
  • Corporate development teams

Questions people ask

Which is better, Elicit, Exa or Wokelo?

Exa scores highest overall in our ratings (Elicit 3.8/5, Exa 4.0/5 and Wokelo 3.8/5). Elicit is best for literature reviews and extracting data from papers. Exa is best for web search inside Claude Code and finding sites like one you know. Wokelo is best for first-pass due diligence on a target and industry and market landscapes.

Which is cheaper, Elicit, Exa or Wokelo?

Elicit: There's a free plan, and paid plans start at $49/user/mo. Exa: There's a free plan, and paid plans start at From $4 per 1. Wokelo: Pricing isn't published; check the vendor's site for a quote.

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

Wokelo rates highest for ease of use in our scores. Private equity, venture, investment banking, consulting and corporate development teams that research companies and markets every week.

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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