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SCORE 5.2/1012/20 elements Audited 2026-07-14 · RXed table v1.0

Fireflies.ai

The most widely-adopted AI meeting notetaker — strong transcription, 200+ integrations and a solid MCP connector, but AI credits and per-seat pricing erode the value at team scale.

SMB toolProductivityAutomation & AgentsVoice & SpeechFreemium
Vendor
Fireflies.ai Corp · fireflies.ai
Origin
US — Miami
Pricing
Free · Pro ~€9/seat/mo · Business ~€18/seat/mo · Enterprise ~€36/seat/mo (annual billing)
Users (official only)
20+ million people across 500,000+ organisations; used by 75% of Fortune 500 (source, 2025-04-23)

Element scores

Reactive
Retrieval & Memory
Orchestration
Validation
Models
Primitives
Pr5
Prompts
Em
Embeddings
Cx6
Context
Tr5
Tracing
Lg5
LLM
Compositions
Fc4
Function calling
Vx
Vector store
Rg6
RAG
Gr5
Guardrails
Mm6
Multimodal
Deployment
Ag6
Agents
Ft
Fine-tuning
Fw5
Frameworks & harnesses
Ev3
Evaluations
Sm
Small models
Emerging
Ma
Multi-agent
Sy
Synthetic data
Pc7
Protocols
In
Interpretability
Th
Thinking models
Tap or hover any element to see why it got that score.

Strengths

The most widely-adopted AI meeting notetaker with 20M+ users and 500K+ organisations. Unlimited transcription and AI summaries on every plan including Free. AskFred is a genuinely useful Q&A layer across meeting history. 200+ integrations with deep CRM auto-logging (Salesforce, HubSpot, Pipedrive). Voice Agents can autonomously run structured calls. MCP connector was first in the meeting category for Claude and ChatGPT. $1B valuation and profitable since 2023.

Honest dings

AI credits system means advanced features (Voice Agents, Live Assist, AI Skills, custom summaries) cost extra on top of the subscription — and auto-subscribe to the lowest credit tier unless paused. Transcription accuracy drops to 85-90% with accents, overlapping speech or technical jargon, with no human review fallback. Video recording locked behind Business ($19/seat/mo). Per-seat pricing escalates fast at team scale. Fred bot joining calls can feel intrusive to participants.

Best for: Sales, marketing and recruiting teams that run many video meetings and want automatic transcription, CRM logging and searchable meeting intelligence without manual note-taking.

Sources

Every audit lists the research it rests on — transparency and traceability are the product. Tools evolve: each audit is a snapshot of its audit date, and re-audits supersede older versions (kept below for reference).