Independent research
The meeting tool
ecosystem, tested
and compared.
The meeting stack you built two years ago is already outdated. See what's new, what's better, and what works together now.
Top categories
Notetakers & Recording
AI meeting assistants and recording infrastructure. From consumer tools like Otter and Fathom to developer APIs like Recall.ai.
Voice AI & Agents
The new wave of AI that joins, speaks, and acts inside your meetings. Voice agents, real-time assistants, and conversational AI.
Revenue Intelligence
Conversation analytics for sales teams. Call recording, coaching, deal intelligence, and the Gong alternatives worth considering.
More categories
View allHow it fits together
Your meeting stack is more than a list of tools.
The best teams pick tools that connect. Your video platform feeds into your notetaker. Your notetaker syncs with your CRM. Your scheduling tool ties it all to your calendar. We map these connections so you can build a stack that actually works together.
Curated tech stacks
The best meeting tool combinations for every team type and budget.
Sales Closer
High-velocity outbound sales
Startup Lean
Early stage, zero budget
Remote Engineering
Distributed dev teams
Healthcare (HIPAA)
Compliant telehealth
Agency / Client
Client-facing services
Recruiting
Interview loops at scale
Head-to-head comparisons
Side-by-side analysis of the tools that get compared most.
Otter.ai vs Fireflies.ai
The two most popular AI notetakers compared on transcription accuracy, analytics, and pricing.
Fathom vs Otter.ai
Comparing Fathom free unlimited model against Otter metered approach for individuals and teams.
tl;dv vs Fireflies.ai
European favorite tl;dv versus Fireflies for multilingual teams and CRM workflows.
Granola vs Fathom
AI-enhanced manual notes versus fully automated recording: two different philosophies for meeting capture.
Recall.ai vs MeetingBaaS
Comparing the leading commercial meeting bot API against the open-source alternative.
Skribby vs Recall.ai
The budget meeting bot API ($0.35/hr, no monthly fees) versus the market leader ($0.50/hr, 6 platforms, $51M funded). Price, platform coverage, compliance, and reliability compared.
How we compare
Every comparison tests both tools under identical conditions. Same meeting recordings, same evaluation criteria, same scoring methodology.
Our methodologyOpen source benchmark
Transcription accuracy tested across 8 providers. WER, diarization, latency, and cost. All data public.
Research and data
Numbers you can cite.
Analysis you can trust.
Original benchmarks, pricing indexes, adoption data, and in-depth guides. Built for people who make decisions with evidence, not opinions.
From the desk
What we're writing about
Editorial and analysis
Trends, takes, and what's shifting in the meeting tool landscape. Written for people who make tooling decisions.
- Guide
Cisco Webex in 2026: who should still use it (and who should leave)
- Analysis
MeetingBaaS pricing breakdown: what you will actually pay in 2026
- Breaking
Microsoft Teams is blocking third-party recording bots
Deep dives and whitepapers
Long-form analysis, methodology breakdowns, and the kind of research you share with your engineering lead or CFO.
- Whitepaper
Build vs buy: the true cost of meeting recording infrastructure
- Open source
Transcription accuracy tested across 4 APIs
- Guide
HIPAA-compliant meeting recording: the complete guide
Stats, numbers, and datasets
Hard numbers on the meeting tool ecosystem. Cite these in your decks, blog posts, and internal proposals.
- New
State of Meeting Tools 2026
Adoption rates, spend, and trends across 500+ teams
- Index
Meeting Recording Cost Index
Price per hour across 12 recording APIs, updated monthly
- Dataset
AI Notetaker Adoption by Company Size
Penetration rates from seed to Fortune 500