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AI study tools

Knowt vs NotebookLM

as AI assistants see them, week of 2026-10-26

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NotebookLM comes out ahead of Knowt across the board. Overall, NotebookLM scores 41 out of 100 versus Knowt's 17, and it's named in 32 of 60 answers compared to Knowt's 14 of 60. Head-to-head, NotebookLM was named more often on 11 questions, Knowt on just 2, with 7 ties. NotebookLM shows up consistently for PDF studying, lecture recordings, note-to-flashcard conversion, and textbook summaries, all at 3 of 3. Knowt's strongest showings are narrower, tied at 3 of 3 for Quizlet alternatives and lecture-notes-to-flashcards, but it's absent entirely from questions about revision schedules, spaced repetition, and certification exam prep.

Head to head

metricKnowtNotebookLM
score2144
questions won914

By assistant

Knowt

assistantscorenamed in, this weekusual spot, this week
ChatGPT3135% of answers#2.1
Claude1320% of answers#4.8
Gemininot sampled this week
Perplexitynot sampled this week

NotebookLM

assistantscorenamed in, this weekusual spot, this week
ChatGPT5260% of answers#2.1
Claude3850% of answers#3.8
Gemininot sampled this week
Perplexitynot sampled this week

Where they differ

Only Knowt gets named for

  • What's the best alternative to Quizlet?
  • What are the best alternatives to Quizlet?
  • What are the best alternatives to Anki?
  • What's the best app to study for an exam?
  • What's the best flashcard app?

Only NotebookLM gets named for

  • What are the best AI study tools?
  • Which AI study tool is best for university students?
  • What's the best AI tool to summarise a textbook chapter?
  • What's the best free AI tool to study from a PDF?
  • What are the best AI learning tools in 2026?
  • What's the best AI tool to prepare for a certification exam?
  • What's the best AI tool to explain a concept I'm stuck on?
  • What are the best alternatives to Knowt?
  • What's the best tool to record and study from lectures?
  • What's the best AI study tool for languages other than English?

More comparisons

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Scores count how often each assistant names a product, weighted by position. How the score works · Full AI study tools leaderboard