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Side-by-side comparison · Research & Search

ChatGPT Deep Research 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.

ChatGPT Deep Research

3.8

From $8/mo

Elicit

3.8

From $49/user/mo

Wokelo

3.8

Free to start

Comparing 3 tools, the maximum.

At a glance

Best value

Pick it if: ChatGPT users who want a proper write-up on a question and are happy to wait a few minutes for 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

AttributeChatGPT Deep ResearchElicitWokelo
In one lineChatGPT's research mode, which browses for you and writes up a cited report.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$8/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.

AttributeChatGPT Deep ResearchElicitWokelo
Overall rating3.83.83.8
Ease of useHow quickly someone non-technical gets value from it.
4.0
3.5
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.0
4.5
4.0
Output qualityHow good the results are before you fix them.
4.5
4.5
4.0
Value for moneyWhat you get for the price, including the free plan.
3.5
3.0
3.0
Speed & reliabilityHow fast it is and how often it falls over.
3.0
3.5
4.0

Feature comparison

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

AttributeChatGPT Deep ResearchElicitWokelo
Access & platform
Free plan Yes Yes No
Mobile app Yes No–
Desktop app Yes No–
Browser extension Yes 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 Yes
Understands images Yes––
Makes images Yes No No
Makes video Yes No No
Writes code Yes No No
Runs agents or automations Yes Yes Yes
Learns your brand or style Yes No–
Works in many languages Yes––
Capabilities score16/ 177/ 176/ 17

Pricing

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

AttributeChatGPT Deep ResearchElicitWokelo
Plans

Free

Free

Seeing what a report looks like.

Basic

Free

Searching and reading a few papers.

EnterpriseOur pick

Custom

Investment, consulting and corporate strategy teams.

Go

$8/mo

Casual users who want more chat, not more research.

ProOur pick

$49/user/mo billed yearly

Anyone doing a real literature review.

PlusOur pick

$20/mo

Anyone who wants deep research weekly.

Scale

$169/user/mo billed yearly

Teams running many reviews at once.

Pro

From $100/mo

Heavy users who run research daily.

Enterprise

Custom

Universities, pharma and large research groups.

Which plan to pickIf you have Plus already, you are set; its deep research allowance covers most people. Do not buy ChatGPT just for research unless you also want the rest of it, because Perplexity Pro costs less and is faster. Pro is only worth it if you run reports every day.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

AttributeChatGPT Deep ResearchElicitWokelo
Standout features
  • Clarifying questions
  • Long, cited reports
  • Runs in the background
  • Your own files and apps
  • Visual output
  • Agent mode
  • 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

AttributeChatGPT Deep ResearchElicitWokelo
Pros
  • Clarifying questions up front mean fewer wasted runs
  • Among the most complete and well-structured reports of the three
  • Runs in the background and notifies you when done
  • Can bring your own files and connected apps into the research
  • Exports to PDF with charts and tables
  • 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
  • Slowest of the three; 10 to 30 minutes is normal
  • Free and Go allowances are tiny and described only as limited
  • Reports run long and occasionally cite weak sources
  • Pro usage allowances have been cut for new subscribers
  • $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

AttributeChatGPT Deep ResearchElicitWokelo
Best for
  • Market and industry scans
  • Comparing products or suppliers
  • Background briefs on a new topic
  • Reading lots of sources at once
  • 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
  • ChatGPT subscribers
  • Marketers
  • Founders
  • Analysts
  • Researchers
  • Analysts
  • Clinicians
  • Postgraduate students
  • Private equity firms
  • Venture capital firms
  • Investment banks
  • Management consultants
  • Corporate development teams

Questions people ask

Which is better, ChatGPT Deep Research, Elicit or Wokelo?

They tie on our overall rating (ChatGPT Deep Research 3.8/5, Elicit 3.8/5 and Wokelo 3.8/5). ChatGPT Deep Research is best for market and industry scans and comparing products or suppliers. 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, ChatGPT Deep Research, Elicit or Wokelo?

ChatGPT Deep Research: There's a free plan, and paid plans start at $8/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.

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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