Skip to content

Side-by-side comparison · Research & Search

Consensus vs Elicit vs Gemini Deep Research

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

Gemini Deep Research

4.0

From $4.99/mo

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.

Gemini Deep Research

4.0
Best value

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

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

Overview

AttributeConsensusElicitGemini Deep Research
In one lineSearches academic papers and tells you what the evidence actually says.Finds, screens and summarises research papers into a comparison table.Google's agent that browses for minutes and writes a long, sourced report.
Pricing modelFreemiumFreemiumFreemium
Starting price$20/mo$49/user/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.

AttributeConsensusElicitGemini Deep Research
Overall rating4.1Winner3.84.0
Ease of useHow quickly someone non-technical gets value from it.
4.5
3.5
4.0
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
3.5

Feature comparison

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

AttributeConsensusElicitGemini Deep Research
Access & platform
Free plan Yes Yes Yes
Mobile app– No Yes
Desktop app No No No
Browser extension– No Yes
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– Yes
Makes images No No Yes
Makes video No No Yes
Writes code No No Yes
Runs agents or automations No Yes Yes
Learns your brand or style No No No
Works in many languages–– Yes
Capabilities score5/ 177/ 1714/ 17

Pricing

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

AttributeConsensusElicitGemini Deep Research
Plans

Free

Free

Occasional fact-checking.

Basic

Free

Searching and reading a few papers.

Free

Free

The occasional big question.

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.

Google AI Plus

$4.99/mo

Light users who want a bit more headroom.

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.

Google AI ProOur pick

$19.99/mo

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

Teams

Custom

Labs, departments and research groups.

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.

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.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.

Key features

AttributeConsensusElicitGemini Deep Research
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
  • Editable research plan
  • Multi-page reports
  • Your own files
  • Audio Overview
  • Canvas
  • Everywhere Gemini is

Pros and cons

AttributeConsensusElicitGemini Deep Research
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
  • 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
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
  • 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

Who each one is for

AttributeConsensusElicitGemini Deep Research
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
  • Industry and market reports
  • Supplier or vendor comparisons
  • Briefings for a meeting
  • Long-form background research
You'll find it used by
  • Health and wellness brands
  • Content marketers
  • Students
  • Clinicians
  • Researchers
  • Analysts
  • Clinicians
  • Postgraduate students
  • Consultants
  • Marketers
  • Founders
  • Google Workspace 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.

Swap in another tool

More research & search tools from the library.