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Side-by-side comparison · Research & Search

Exa vs Gemini Deep Research vs Consensus

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Exa

4.0

From From $4 per 1

Gemini Deep Research

4.0

From $4.99/mo

Best overall

Consensus

4.1

From $20/mo

Comparing 3 tools, the maximum.

At a glance

Exa

4.0

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

Gemini Deep Research

4.0

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

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.

Overview

AttributeExaGemini Deep ResearchConsensus
In one lineA search engine built for AI tools, so Claude can find exactly the pages it needs.Google's agent that browses for minutes and writes a long, sourced report.Searches academic papers and tells you what the evidence actually says.
Pricing modelFreemiumFreemiumFreemium
Starting priceFrom $4 per 1$4.99/mo$20/mo
Free plan Yes Yes Yes
Works with Claude Code Yes No No

Rating breakdown

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

AttributeExaGemini Deep ResearchConsensus
Overall rating4.04.04.1Winner
Ease of useHow quickly someone non-technical gets value from it.
3.0
4.0
4.5
FeaturesHow much it can do, and how well the pieces fit together.
4.0
4.0
3.5
Output qualityHow good the results are before you fix them.
4.0
4.0
4.0
Value for moneyWhat you get for the price, including the free plan.
4.5
4.5
4.0
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.

AttributeExaGemini Deep ResearchConsensus
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 No Yes–
Understands images No Yes No
Makes images No Yes No
Makes video No Yes No
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/ 175/ 17

Pricing

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

AttributeExaGemini Deep ResearchConsensus
Plans

FreeOur pick

Free

Personal use inside Claude Code.

Free

Free

The occasional big question.

Free

Free

Occasional fact-checking.

Pay as you go

From $4 per 1,000 searches

Anyone whose usage outgrows the free credit.

Google AI Plus

$4.99/mo

Light users who want a bit more headroom.

ProOur pick

$20/mo, or $12/mo billed yearly

Anyone who checks evidence weekly.

Enterprise

Custom

Companies building products on top of it.

Google AI ProOur pick

$19.99/mo

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

Deep

$65/mo, or $45/mo billed yearly

Researchers and clinicians doing frequent literature reviews.

Google AI Ultra

From $99.99/mo

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

Teams

Custom

Labs, departments and research groups.

Which plan to pickStart 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.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.Start 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.

Key features

AttributeExaGemini Deep ResearchConsensus
Standout features
  • Meaning-based search
  • Page contents
  • Find similar
  • Deep search
  • Agent runs
  • Hosted MCP
  • Editable research plan
  • Multi-page reports
  • Your own files
  • Audio Overview
  • Canvas
  • Everywhere Gemini is
  • Consensus Meter
  • Pro messages
  • Deep reviews
  • Study Snapshots
  • Quality filters
  • API and MCP

Pros and cons

AttributeExaGemini Deep ResearchConsensus
Pros
  • 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
  • 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
  • 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
Cons
  • 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
  • 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
  • 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

Who each one is for

AttributeExaGemini Deep ResearchConsensus
Best for
  • Web search inside Claude Code
  • Finding sites like one you know
  • Building lists of companies or articles
  • Pulling page text for research
  • Industry and market reports
  • Supplier or vendor comparisons
  • Briefings for a meeting
  • Long-form background research
  • Fact-checking health claims
  • Finding studies on a topic
  • Evidence for a blog or pitch
  • Student literature reviews
You'll find it used by
  • Developers
  • Founders
  • Researchers
  • Claude Code users
  • Consultants
  • Marketers
  • Founders
  • Google Workspace users
  • Health and wellness brands
  • Content marketers
  • Students
  • Clinicians

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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