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. Munsit: Munsit is an Arabic-focused voice AI platform from CNTXT that transcribes meetings and audio into structured notes and provides text-to-speech and voice tools. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Celeste AI when brazilian teams transcribing meetings and calls in portuguese matters most, and Munsit when building arabic voice agents and virtual assistants for contact centers and customer support 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.
Munsit is an Arabic-focused voice AI platform from CNTXT that transcribes meetings and audio into structured notes and provides text-to-speech and voice tools.
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
Munsit is an Arabic voice AI platform built by CNTXT (FZCO) in the UAE, centered on a next-generation Arabic speech-to-text model that recognizes more than 25 Arabic dialects in both clean and noisy conditions. For meetings, it offers file and live transcription that turns Arabic conversations into structured minutes with speaker labels, decisions, and action items, and supports real-time transcription with low latency for live calls. Beyond transcription, the platform includes a text-to-speech studio, a voices library with voice cloning, translation into Arabic, and an Arabic AI chatbot. Munsit is available as a web dashboard and as a mobile "Super App" (MunsitAI on the App Store) for recording interviews and transcribing meetings, alongside REST and streaming APIs and on-device SDKs for iOS, Android, macOS, Windows, and Linux. It targets enterprises, governments, contact centers, content creators, and developers building Arabic voice applications, with on-premise and VPC deployment options for organizations with strict data requirements.
Best suited for
Celeste AI is a free tier with paid upgrades (freemium); Munsit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Celeste AI | Munsit |
|---|---|---|
| Core capability | AI transcription specialized for Brazilian Portuguese | Arabic speech-to-text supporting 25+ dialects |
| Standout feature | Meeting Assistant for capturing and documenting meetings | Meeting transcription with structured minutes, speakers, decisions, and action items |
| Team usage | AI Notes for organizing transcribed content | File upload and live/real-time transcription |
| Integrations | Support for multiple languages including English, Spanish, German, Italian, and French | Text-to-speech studio with voice cloning |
| Languages & capture | On-demand credit-based usage plus flexible subscription plans | Translation into Arabic |
| Best-fit workflow | API access for integrating transcription into other workflows | Web dashboard, mobile app, APIs, and on-device SDKs |
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.
Munsit
Choose Munsit if you need transcribing arabic meetings and interviews into structured minutes and notes — strengths include specialized, high-accuracy arabic recognition across many regional dialects.
Celeste AI
Munsit
It depends on your workflow. Celeste AI is strong for brazilian teams transcribing meetings and calls in portuguese, while Munsit is strong for transcribing arabic meetings and interviews into structured minutes and notes. Both transcribe and summarize meetings.
Celeste AI is a free tier with paid upgrades and Munsit 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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