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AI Meeting Assistants That Actually Work: 5 Tools We Tested for 30 Days

Otter, Fireflies, Granola, tl;dv, and Fathom. We ran all five AI meeting assistants for 30 days across 120+ meetings. Only 2 are worth paying for.

14 min read

The Problem with Meetings

The average developer spends 8-12 hours per week in meetings. That is 400+ hours per year of context that is mostly lost because nobody takes proper notes. AI meeting assistants promise to fix this.

We ran 5 tools across 120+ meetings over 30 days to find out which ones actually deliver.

1. Granola -- Best Overall (9.1/10)

What it does: Granola runs locally on your Mac, captures meeting audio, and generates structured notes with action items. It does not join as a bot -- it listens through your system audio.

Why we love it:

  • No bot joining the call (nobody knows you are using it)
  • Notes are structured with headers, action items, and decisions
  • Works with any meeting platform (Zoom, Meet, Teams, even phone calls)
  • Local processing means your audio never leaves your machine
  • Beautiful, minimal interface
  • Limitations: Mac only. No automatic sharing or CRM integration.

    Pricing: Free tier (25 meetings/month). Pro at $10/month.

    Verdict: Our top pick. The no-bot approach and local processing make it feel professional rather than intrusive.

    2. Otter.ai -- Best for Teams (8.7/10)

    What it does: Otter joins meetings as a participant, records, transcribes, and generates summaries. Integrates with Salesforce, HubSpot, and Slack.

    Why teams love it:

  • Automatic meeting summaries pushed to Slack channels
  • CRM integration auto-logs meeting notes to deals
  • Real-time transcription during meetings
  • Searchable archive of all past meetings
  • Limitations: Bot joining can feel awkward. Requires participant consent.

    Pricing: Free tier (300 min/month). Pro at $16.99/month. Business at $30/month.

    3. Fathom -- Best Free Option (8.4/10)

    What it does: Fathom records Zoom meetings and generates AI summaries with highlights. The free tier is remarkably generous.

    Why it stands out:

  • Truly unlimited free recording and summaries for Zoom
  • Clean, fast interface
  • Click-to-highlight moments during meetings
  • Automatic action item extraction
  • Limitations: Zoom-only on free tier. Less polished than Granola and Otter.

    Pricing: Free (unlimited Zoom). Pro at $19/month (all platforms).

    4. Fireflies.ai -- Best for Integrations (8.0/10)

    What it does: Fireflies joins as a bot, transcribes, and integrates with 40+ tools including Notion, Asana, Jira, and Slack.

    Why it is useful:

  • Widest integration ecosystem
  • Conversation intelligence (talk-time ratio, sentiment)
  • Custom vocabulary for industry-specific terms
  • API for building custom workflows
  • Limitations: Bot joining feels intrusive. Transcription accuracy slightly below Otter.

    Pricing: Free tier (limited). Pro at $18/month. Business at $29/month.

    5. tl;dv -- Best for Sales Teams (7.8/10)

    What it does: tl;dv focuses on recording and clipping meeting moments, with strong CRM integration for sales workflows.

    Limitations: Less useful for engineering teams. Summary quality inconsistent.

    Pricing: Free tier. Pro at $20/month.

    Our Recommendation

    For individual developers: Granola (private, no bot, great notes). For teams: Otter (best sharing and CRM features). For budget-conscious: Fathom (unlimited free Zoom recording).

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