Side-by-side comparison · Research & Search
Gemini Deep Research vs NotebookLM vs Exa
Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.
Comparing 3 tools, the maximum.
At a glance
Gemini Deep Research
4.0Pick it if: Anyone who needs a thorough written briefing on a topic and would rather edit than research.
NotebookLM
4.5Pick it if: Anyone who needs to understand or explain a set of documents they don't have time to read properly.
Exa
4.0Pick it if: People using Claude Code or building their own assistants who want real web search behind them.
Overview
| Attribute | Gemini Deep Research | NotebookLM | Exa |
|---|---|---|---|
| In one line | 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. | A search engine built for AI tools, so Claude can find exactly the pages it needs. |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | $4.99/mo | $4.99/mo | From $4 per 1 |
| Free plan | Yes | Yes | Yes |
| Works with Claude Code | No | No | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Gemini Deep Research | NotebookLM | Exa |
|---|---|---|---|
| Overall rating | 4.0 | 4.5Winner | 4.0 |
| Ease of useHow quickly someone non-technical gets value from it. | 4.0 | 5.0 | 3.0 |
| FeaturesHow much it can do, and how well the pieces fit together. | 4.0 | 4.5 | 4.0 |
| 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 | 5.0 | 4.5 |
| Speed & reliabilityHow fast it is and how often it falls over. | 3.5 | 4.0 | 4.5 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | Gemini Deep Research | NotebookLM | Exa |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | Yes | Yes |
| Mobile app | Yes | Yes | No |
| Desktop app | No | No | No |
| Browser extension | Yes | Yes | No |
| 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 | No |
| Understands images | Yes | Yes | No |
| Makes images | Yes | Yes | No |
| Makes video | Yes | Yes | No |
| Writes code | Yes | No | No |
| Runs agents or automations | Yes | No | Yes |
| Learns your brand or style | No | No | No |
| Works in many languages | Yes | Yes | Yes |
| Capabilities score | 14/ 17 | 11/ 17 | 7/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Gemini Deep Research | NotebookLM | Exa |
|---|---|---|---|
| Plans | Free Free The occasional big question. | FreeOur pick Free Almost everyone. Try this before paying for anything. | FreeOur pick Free Personal use inside Claude Code. |
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. | Pay as you go From $4 per 1,000 searches Anyone whose usage outgrows the free credit. | |
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 Companies building products on top of it. | |
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 pick | 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. | 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. |
Key features
| Attribute | Gemini Deep Research | NotebookLM | Exa |
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Pros and cons
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Who each one is for
| Attribute | Gemini Deep Research | NotebookLM | Exa |
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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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