Tools · Comparison

Connected Papers vs NotebookLM vs Perplexity Labs

All three are research tools. Here is what separates them.

	Connected Papers	NotebookLM	Perplexity Labs
What it is	A unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work.	Grounds a model entirely in documents you upload, and will read the result back as a two-host podcast.	Runs a longer research task and returns a report, a spreadsheet or a small app rather than an answer.
Category	Research	Research	Research
Pricing	Paid	Freemium · Free · Pro via Google AI plans	Paid · Included with Perplexity Pro $20/mo
How it bills	Not published	Free	Bundled
Free tier	No	Yes	No
Rating	Not yet rated	Not yet rated	Not yet rated
Features	—	Answers grounded strictly in your sources Citations to the exact passage Audio Overview podcast generation Study guides and briefing documents Large upload allowance	Multi-minute research runs Report, spreadsheet and app outputs Charts generated from findings Citations throughout Shareable results
What works	Sits in Research, one of the better-covered categories here — easy to compare	Does not wander outside your documents Citations make checking easy Audio Overviews are genuinely useful	Produces a usable artefact, not just text Well cited Good at breadth-first research
What does not	No free tier — it has to be paid for before it can be tried Does not publish a price on its own site, so the cost is only clear after signing up 44 other tools in this catalogue claim to do the same job 12 tools in the same category have a free tier	Cannot reason beyond the sources given Upload limits on the free tier Audio hosts have a fixed style	Requires a Pro subscription Slow by design Depth varies by topic

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