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Notetaker vs live copilot

Unicaption vs Fireflies.ai

Both turn speech into text. They're built for opposite moments: one for the record after the meeting, one for the interpreter during it.

2 different jobs 3 min read Published October 2026

Search for transcription tools and Fireflies.ai shows up beside Otter, Fathom, and a dozen others. They share a pattern: a bot joins your meeting, records it, and sends you a summary. That's a good product for many teams. It's also exactly what many interpreters can't use. The right question isn't which tool has better AI; it's whether you need a record afterward or support in the moment. Here's how the two compare, and where Fireflies is simply the better fit.

What each tool is built to do

Fireflies.ai is a meeting assistant. As of this writing it is typically connected to your calendar, joins scheduled calls, records and transcribes them, and produces searchable transcripts and summaries your team can review later. Check its current site for exact features, languages, and plans.

Unicaption is a real-time captioning and translation copilot for interpreters and anyone who needs live captions. It listens through your microphone or your computer's system or tab audio, shows captions as people speak, and displays translation side by side in 60+ languages. Nothing joins the call.

Side by side

Fireflies.aiUnicaption
Primary jobRecord, transcribe, and summarize meetingsLive captions and translation while the session happens
Joins the callTypically as a participant bot (check current options)No. Runs on your own device
TimingValue arrives after or alongside the meetingText appears as people speak
Live translationCheck current featuresSide by side, 60+ languages
Custom termsCheck current featuresCustom dictionary plus medical, legal, and government terms
What's keptRecordings and transcripts, by designNothing: audio never stored, transcripts deleted at session end
Best forTeams that want searchable meeting notesInterpreters and anyone who needs live support

Why notetaker bots are hard for interpreters

A bot is a visible participant. Courts, clinics, and many corporate clients remove or forbid them.
The product is the record. Interpreting confidentiality usually means leaving no record. See interpreter confidentiality and AI tools.
Summaries aren't what you need mid-assignment. You need the name, number, or term the speaker just said.
You may not control the meeting. Adding a bot usually requires the host's permission.

Where Fireflies is the better choice

  • Internal team meetings where everyone consents to being recorded and wants searchable notes.
  • Sales and customer calls where summaries and action items matter more than live text.
  • Archives. If a durable, searchable record is the goal, a tool designed to keep one is right.
If you're an interpreter who also runs your own business meetings, using a notetaker for those and a live copilot for assignments is a perfectly reasonable split.

Frequently asked

Is Fireflies.ai good for interpreters?

Fireflies.ai is built to record and summarize meetings, which suits team notes but conflicts with the confidentiality norms of most interpreting work, since it keeps recordings and typically joins as a bot. Interpreters usually want live support with nothing retained. Unicaption runs on your own device, joins nothing, and deletes transcripts when the session ends.

Can Unicaption replace Fireflies.ai?

Only for a different job. Unicaption provides live captions and translation during a session and deliberately keeps nothing afterward. If you need a searchable archive of meetings and summaries, Fireflies or a similar notetaker is the better fit.

What is the best alternative to a meeting bot for interpreters?

A captioning tool that runs on your own device instead of joining the call. Unicaption captions microphone or system audio with side-by-side translation in 60+ languages, so no participant appears in the meeting and the host doesn't need to change a setting.

Live support, no bot in the call

Captions and translation on your own screen. 30 free minutes every week.

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