# Descript vs WAAS (Whisper as a Service)

Descript records 3,267,817 monthly visits with +11.1% month-over-month growth and Freemium, Paid pricing. WAAS (Whisper as a Service) records 0 monthly visits with — growth and Free pricing.

| Metric | [Descript](https://openaitools.app/tool/descript) | [WAAS (Whisper as a Service)](https://openaitools.app/tool/waas) |
| :--- | :--- | :--- |
| Website URL | https://www.descript.com | https://github.com/schibsted/WAAS |
| Categories | AI Video Editor, AI Podcast, AI Transcription, AI Audio Editing | AI Speech-to-Text, AI Transcription, AI API, Open Source AI Models |
| Pricing Model | Freemium, Paid | Free |
| Monthly Visits | 3,267,817 | 0 |
| MoM Growth Rate | +11.1% | — |
| Primary Market | United States | Global |
| Direct Visits | 1,649,362 | 0 |
| Review Score | 4.6 | 4.5 |
| Saved Count | 11 | 0 |
| Supported Platforms | Website | Open Source |

## Descript

Descript flips the normal editing workflow. Instead of scrubbing a timeline, you drop in a recording — a podcast, a screen capture, a Zoom call or footage you shot — and Descript transcribes it in seconds. Deleting a sentence in the transcript deletes the matching audio and video, so cutting filler words, retakes or whole segments is as fast as editing a document. A traditional multitrack timeline is still there when you need frame-level control.

The platform has grown well beyond transcription. Studio Sound removes background noise and evens out voice levels in one click, Regenerate Speech can fix a flubbed line in your own cloned voice, and Eye Contact, Green Screen, Automatic Multicam and Video Regenerate handle common visual problems without a separate editor. Captions, YouTube descriptions, thumbnails and transcripts are generated automatically, and clips can be exported in the vertical formats social platforms expect.

Underlord is Descript's AI assistant: it can take a raw recording and produce a tight cut from a plain-language instruction, and the same capabilities are reachable through an API and MCP server for programmatic or assistant-driven editing. Descript also runs remote recording Rooms, shares projects by link with time-coded comments, and offers enterprise controls such as SAML SSO, SCIM, SOC 2 Type II certification and GDPR-compliant handling — which is why marketing, sales, support and learning teams at large companies use it alongside individual podcasters and YouTubers.

**Pricing & Plans:** Free tier with limited transcription and export; paid Creator and Business plans billed monthly or annually; Enterprise plans with security and admin controls quoted on request.

- **Text-based editing:** Edit audio and video by deleting, rearranging or retyping words in the automatic transcript, with a full multitrack timeline available when you need it.
- **Underlord AI co-editor:** Describe the edit you want in plain language and let the AI assistant assemble a tight cut, add clips and handle repetitive production work.
- **Studio Sound and speech regeneration:** Remove background noise, level out voices, and fix misread lines with Regenerate Speech using a clone of your own voice.
- **Captions, translation and clip export:** Generate subtitles and transcripts in a click, translate video into other languages, and reformat long recordings into shareable vertical clips.
- **Recording and collaboration:** Record screen, camera and remote guests in Rooms, then share projects by link for time-coded comments and approvals.

**Strengths:** Editing video by editing a transcript is dramatically faster than timeline scrubbing for interview, podcast and talking-head content; Audio and visual AI features (Studio Sound, Eye Contact, Green Screen, Regenerate Speech) cover fixes that would otherwise need several tools; Recording, editing, captioning, translation and clip export all live in one workspace, reducing handoffs; Remote Rooms recording and link-based review with time-coded comments suit distributed teams

**Limitations:** Heavy AI features and exports are gated behind paid plans, and free-tier limits are tight; Long or complex projects with many tracks can feel heavier and slower than a dedicated non-linear editor; Best results still come from clean source audio, so noisy recordings may need manual attention; Advanced users who need granular effects and color work may still finish in another editor

[Profile (Markdown)](https://openaitools.app/tool/descript.md)

## WAAS (Whisper as a Service)

WAAS stands for Whisper as a Service. It wraps OpenAI's Whisper speech-to-text model in a service layer so that transcription becomes an API call instead of a local script. Built and open-sourced by the Schibsted media group (and used to power their VG audio tooling), it ships as Docker containers: a Flask API, a Redis queue, and RQ workers that pull jobs and run Whisper. A separate Jojo front-end lets non-technical users drag in a file and get results without touching the command line.

The workflow is simple. You POST a file to /v1/transcribe along with either an email_callback or a webhook_id and optional parameters such as model, language and task. WAAS enqueues the job, a worker transcribes it asynchronously, and when it is done you get an email with download links or a signed webhook POST. Results can be retrieved as SRT, VTT, timecoded text, plain text or JSON, and the /v1/detect route identifies the language of a file before you commit to a full transcription.

Because WAAS is self-hosted and Apache-2.0 licensed, it is aimed at teams and developers who want Whisper's accuracy without per-minute SaaS fees or sending sensitive audio to a third party. It is not a managed product: you provision the containers, GPU, storage and mail/webhook infrastructure yourself, and the quality of the transcripts is exactly that of the underlying Whisper model you choose.

**Pricing & Plans:** Free and open source. WAAS is released under the Apache-2.0 license and distributed as Docker images/source on GitHub, so there is no licence fee or subscription. Your real costs are the hardware or cloud compute (ideally an NVIDIA GPU with enough VRAM for the Whisper model you run), storage and any email/webhook infrastructure you provide.

- **Jojo web GUI for upload and transcription:** Upload an audio or video file and receive a completed transcription with downloadable SRT, VTT, TXT or JSON output.
- **Asynchronous job queue and REST API:** Submit a POST to /v1/transcribe and WAAS returns a job_id that you poll via /v1/jobs/<job_id> or receive by email or webhook callback.
- **Email and webhook notifications:** Receive an email with download links or let WAAS POST a signed payload (X-WAAS-Signature) to your webhook when the job completes, so you can plug transcription into any pipeline.
- **Browser-based Jojo transcript editor:** Open a .jojo file, play each segment while holding Control, correct mistakes, and save the corrected file locally, with no data leaving your browser.
- **Whisper model and task selection:** Choose from Whisper's tiny through large models per request, and run transcription or translation with automatic language detection via the /v1/detect endpoint.

**Strengths:** Free and fully open source (Apache-2.0), self-hosted with no per-minute vendor fees; Adds queueing, async jobs, email and signed webhooks on top of raw Whisper; Includes the Jojo browser GUI so non-developers can transcribe and correct files; Docker and docker-compose based, with an optional NVIDIA CUDA/GPU setup

**Limitations:** Self-hosting requires Docker, Redis and enough GPU/VRAM (1 GB+ depending on model) to run Whisper efficiently; Not a managed cloud service: you are responsible for uptime, scaling, storage and email/webhook infrastructure; Accuracy and supported languages are inherited from OpenAI Whisper, so very noisy audio or rare language pairs may need manual editing; The queue is simple and job-based without built-in multi-tenant billing or user accounts

[Profile (Markdown)](https://openaitools.app/tool/waas.md)

## Frequently Asked Questions

### How do Descript and WAAS (Whisper as a Service) compare in monthly traffic?

Descript has 3,267,817 monthly visits, while WAAS (Whisper as a Service) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Descript has a month-over-month growth rate of +11.1%; WAAS (Whisper as a Service) has —.

### How does pricing compare?

Descript: Freemium, Paid. Free tier with limited transcription and export; paid Creator and Business plans billed monthly or annually; Enterprise plans with security and admin controls quoted on request. WAAS (Whisper as a Service): Free. Free and open source. WAAS is released under the Apache-2.0 license and distributed as Docker images/source on GitHub, so there is no licence fee or subscription. Your real costs are the hardware or cloud compute (ideally an NVIDIA GPU with enough VRAM for the Whisper model you run), storage and any email/webhook infrastructure you provide.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [CapCut](https://openaitools.app/tool/capcut-com) | 54,700,686 | +13.2% | Freemium | Provides extensive template and timeline effects with strong AI tools, but lacks Descript's seamless word-level script editing. | [.md](https://openaitools.app/tool/capcut-com.md) |
| 2 | [ElevenLabs](https://openaitools.app/tool/elevenlabs-io) | 42,396,771 | +26.1% | Freemium, Paid, Contact for Pricing | Provides industry-leading voice cloning and text-to-speech generation, but does not offer media recording or timeline editing. | [.md](https://openaitools.app/tool/elevenlabs-io.md) |
| 3 | [Adobe Podcast](https://openaitools.app/tool/adobe-podcast) | 10,862,761 | -1.2% | Freemium | Excels at browser-based voice enhancement and transcription, but offers fewer robust video editing and timeline features. | [.md](https://openaitools.app/tool/adobe-podcast.md) |
| 4 | [VEED.IO](https://openaitools.app/tool/veed-io) | 8,011,728 | +1.8% | Freemium, Free Trial, Paid, Contact for Pricing | Delivers powerful browser-based video editing and auto-subtitling, though lacking Descript's document-style text editing model. | [.md](https://openaitools.app/tool/veed-io.md) |
| 5 | [InVideo](https://openaitools.app/tool/invideo) | 6,893,591 | +4.6% | Freemium | Focuses on text-to-video generation and agentic editing, whereas Descript centers on editing recorded audio and video. | [.md](https://openaitools.app/tool/invideo.md) |
| 6 | [Kapwing](https://openaitools.app/tool/kapwing-com) | 4,265,531 | -3.8% | Freemium, Contact for Pricing | Offers robust online collaborative video editing and AI tools, but lacks deep script-based transcript manipulation. | [.md](https://openaitools.app/tool/kapwing-com.md) |
| 7 | [Happy Scribe](https://openaitools.app/tool/happyscribe-com) | 4,088,330 | +8% | Freemium, Free Trial, Paid | Provides highly accurate transcription and translation across numerous languages, but lacks creative video editing suites. | [.md](https://openaitools.app/tool/happyscribe-com.md) |
| 8 | [Riverside](https://openaitools.app/tool/riverside) | 4,069,413 | +4.5% | Freemium | Offers superior local 4K multi-track recording for remote podcasts, but lacks Descript's text-based timeline editing workflow. | [.md](https://openaitools.app/tool/riverside.md) |
| 9 | [Together AI](https://openaitools.app/tool/together-ai) | 1,645,930 | +64.9% | Freemium, Paid | Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all b | [.md](https://openaitools.app/tool/together-ai.md) |
| 10 | [Vizard](https://openaitools.app/tool/vizard) | 1,455,176 | -3.5% | Freemium | Specializes in automatically slicing long-form video into viral short clips, but lacks full podcast production depth. | [.md](https://openaitools.app/tool/vizard.md) |

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Source: https://openaitools.app/compare/descript-vs-waas

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