Celeste AI: Brazilian Portuguese-focused AI voice and transcription platform offering on-demand transcription plus a meeting assistant and AI notes, with credit-based and subscription plans. UserBit: UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Celeste AI when brazilian teams transcribing meetings and calls in portuguese matters most, and UserBit when tagging and coding interview transcripts to synthesize insights across a study matters most. Run both through a week of actual calls to see which suits your workflow.
Brazilian Portuguese-focused AI voice and transcription platform offering on-demand transcription plus a meeting assistant and AI notes, with credit-based and subscription plans.
UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository.
Celeste AI is a Brazilian voice AI and transcription platform that specializes in Portuguese, particularly Brazilian Portuguese, while also processing audio in additional languages such as English, Spanish, German, Italian, and French. Originally known for automated audio-to-text transcription that the company positions as far more efficient than manual transcription, Celeste AI has expanded into a broader suite that includes a Meeting Assistant (Assistente de Reunião) and AI Notes (Notas de IA), alongside transcription and quality-monitoring offerings. The platform uses machine learning speech models tuned for Portuguese and is offered both as an on-demand service and via an API, so users and businesses can transcribe content as needed. Its on-demand model lets customers pay only for the hours they actually use by purchasing credits, with flexible subscription plans available for those who have recurring transcription needs. As a Brazilian company connected to local institutions such as FGV Ventures and the São José dos Campos technology park, Celeste AI is oriented toward the Brazilian market and Portuguese-language workflows, and it reports a growing user base. The service is currently operating, with a functioning login, demo requests, and support, and is suited to professionals and companies that need accurate Portuguese transcription and meeting documentation. Pricing varies by plan. Check the official website for current pricing.
Best suited for
UserBit is a qualitative user-research platform for product, design, and UX teams, agencies, and freelancers. Users upload audio or video recordings of user interviews, and UserBit's AI generates transcripts in many languages, automatically splitting the text by speaker. A companion video player stays synced to the transcript, so scrolling the text moves the recording and clicking the video seek bar jumps to the matching words. Researchers can add custom vocabulary to improve accuracy and edit transcripts inline. Beyond transcription, the platform manages interview participants, questions, and responses, and lets teams capture qualitative notes and files. Tagging a portion of a transcript automatically creates a video clip of that moment, and a taxonomy/coding system supports synthesis. Analysis tools include charts and correlation maps to surface insights, and UserBit also offers journey-mapping and persona-building modules. It is web-based and centralizes the full research workflow from raw interviews to shareable findings in a single repository.
Best suited for
Celeste AI is a free tier with paid upgrades (freemium); UserBit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Celeste AI | UserBit |
|---|---|---|
| Core capability | AI transcription specialized for Brazilian Portuguese | AI transcription of uploaded interview audio/video with automatic speaker separation |
| Standout feature | Meeting Assistant for capturing and documenting meetings | Video player synced to the transcript for analysis |
| Team usage | AI Notes for organizing transcribed content | Tagging that auto-generates video clips, plus taxonomy and coding for synthesis |
| Integrations | Support for multiple languages including English, Spanish, German, Italian, and French | Interview participant, question, and response management |
| Languages & capture | On-demand credit-based usage plus flexible subscription plans | Qualitative notes and file organization in a central repository |
| Best-fit workflow | API access for integrating transcription into other workflows | Insight analysis tools including charts and correlation maps, plus journey maps and personas |
Celeste AI
Choose Celeste AI if you need brazilian teams transcribing meetings and calls in portuguese — strengths include strong focus on brazilian portuguese transcription accuracy.
UserBit
Choose UserBit if you need transcribing and analyzing recorded user interviews for ux and product research — strengths include combines transcription with full qualitative-research workflow (tagging, coding, analysis) in one place.
Celeste AI
UserBit
It depends on your workflow. Celeste AI is strong for brazilian teams transcribing meetings and calls in portuguese, while UserBit is strong for transcribing and analyzing recorded user interviews for ux and product research. Both transcribe and summarize meetings.
Celeste AI is a free tier with paid upgrades and UserBit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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