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Side-by-side comparison · Research & Search

Elicit vs Gemini Deep Research vs NotebookLM

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

Gemini Deep Research

4.0

From $4.99/mo

Best overall

NotebookLM

4.5

From $4.99/mo

Comparing 3 tools, the maximum.

At a glance

Elicit

3.8

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

Gemini Deep Research

4.0

Pick it if: Anyone who needs a thorough written briefing on a topic and would rather edit than research.

NotebookLM

4.5
Best overallBest valueEasiest to use

Pick it if: Anyone who needs to understand or explain a set of documents they don't have time to read properly.

Overview

AttributeElicitGemini Deep ResearchNotebookLM
In one lineFinds, screens and summarises research papers into a comparison table.Google's agent that browses for minutes and writes a long, sourced report.Upload your own documents and ask questions that only draw on those sources.
Pricing modelFreemiumFreemiumFreemium
Starting price$49/user/mo$4.99/mo$4.99/mo
Free plan Yes Yes Yes
Works with Claude Code No No No

Rating breakdown

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

AttributeElicitGemini Deep ResearchNotebookLM
Overall rating3.84.04.5Winner
Ease of useHow quickly someone non-technical gets value from it.
3.5
4.0
5.0
FeaturesHow much it can do, and how well the pieces fit together.
4.5
4.0
4.5
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
5.0
Speed & reliabilityHow fast it is and how often it falls over.
3.5
3.5
4.0

Feature comparison

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

AttributeElicitGemini Deep ResearchNotebookLM
Access & platform
Free plan Yes Yes Yes
Mobile app No Yes Yes
Desktop app No No No
Browser extension No Yes Yes
API access 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 Yes
Makes images No Yes Yes
Makes video No Yes Yes
Writes code No Yes No
Runs agents or automations Yes Yes No
Learns your brand or style No No No
Works in many languages– Yes Yes
Capabilities score7/ 1714/ 1711/ 17

Pricing

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

AttributeElicitGemini Deep ResearchNotebookLM
Plans

Basic

Free

Searching and reading a few papers.

Free

Free

The occasional big question.

FreeOur pick

Free

Almost everyone. Try this before paying for anything.

ProOur pick

$49/user/mo billed yearly

Anyone doing a real literature review.

Google AI Plus

$4.99/mo

Light users who want a bit more headroom.

Google AI Plus

$4.99/mo

People who hit the free limits now and then.

Scale

$169/user/mo billed yearly

Teams running many reviews at once.

Google AI ProOur pick

$19.99/mo

Anyone who runs a few reports a week or also uses NotebookLM.

Google AI Pro

$19.99/mo

Heavy users who also want Gemini Pro and Deep Research.

Enterprise

Custom

Universities, pharma and large research groups.

Google AI Ultra

From $99.99/mo

Power users who want the highest limits across all of Google AI.

Google AI Ultra

From $99.99/mo

Power users who want the top of everything Google offers.

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.Try the free plan first; it is enough to see the style of report you get. If you want it weekly, Google AI Pro is the pick because the Pro model writes better reports and the same subscription upgrades NotebookLM and Gemini in Gmail and Docs.Stay on Free until it stops you doing something. If that happens, Google AI Pro is the sensible step because it also upgrades Gemini and Deep Research, which you will probably want anyway. AI Plus is a cheap middle step if NotebookLM is all you care about.

Key features

AttributeElicitGemini Deep ResearchNotebookLM
Standout features
  • Research Reports
  • Extraction tables
  • Systematic Review workflow
  • Chat with papers
  • Routines
  • Library and sharing
  • Editable research plan
  • Multi-page reports
  • Your own files
  • Audio Overview
  • Canvas
  • Everywhere Gemini is
  • Grounded answers
  • Many source types
  • Audio and Video Overviews
  • Studio outputs
  • Discover sources
  • Sharing

Pros and cons

AttributeElicitGemini Deep ResearchNotebookLM
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
  • You can edit the plan before it runs, so fewer wasted reports
  • Reads more pages than Perplexity and lists every source
  • Can include your Gmail and Drive in the research
  • Free plan includes it, and Pro is good value for Workspace users
  • Audio Overviews and Canvas make the output easy to share
  • Answers only from your sources and cites the exact passage
  • Free plan is big enough for most small businesses
  • Accepts PDFs, Docs, websites, YouTube and audio as sources
  • Audio Overviews are a clever way to get people to engage with research
  • Simple enough that you can hand it to anyone on the team
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
  • Reports are long and often repetitive; plan to edit
  • Can take ten minutes or more per run
  • Free limits are not published as a number, so you find them by hitting them
  • Quieter on citation quality than Perplexity; weak sources slip in
  • Will not research the open web unless you explicitly ask it to find sources
  • Answers can be surface-level on dense material; you still need to read the key parts
  • Audio Overviews take a few minutes and sound alike after a while
  • No way to script or automate it; everything happens in the browser

Who each one is for

AttributeElicitGemini Deep ResearchNotebookLM
Best for
  • Literature reviews
  • Extracting data from papers
  • Screening papers by criteria
  • Comparing studies in a table
  • Industry and market reports
  • Supplier or vendor comparisons
  • Briefings for a meeting
  • Long-form background research
  • Summarising long reports
  • Questioning a set of PDFs
  • Turning research into a podcast
  • Study guides and briefings
You'll find it used by
  • Researchers
  • Analysts
  • Clinicians
  • Postgraduate students
  • Consultants
  • Marketers
  • Founders
  • Google Workspace users
  • Consultants
  • Marketers
  • Students
  • Small business owners

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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