Best Transcription Software for Podcasters

Ranked by chapters, show notes, exports, and cost per episode.

Podcasters ask more of a transcript than a meeting note-taker does. You want speaker labels and timestamps, chapters you can drop into your player, a summary that becomes show notes, and caption files (SRT/VTT) for the YouTube cut, all without your cost per episode creeping up as the back-catalog grows.

This list ranks five tools by exactly those jobs. The top pick depends on your workflow: if you edit the audio inside the transcript, one tool is the obvious winner; if you record and edit elsewhere and just need the words, chapters, and show notes cheaply, a different one wins. Pepys publishes this list and is one of the entries, so we call out where it fits and where a competitor is the better buy.

Our stake: Pepys publishes this roundup and is one of the tools on it. We make money only when you buy transcription credits, so we have a stake here. To keep it honest we rank by fit for podcasters, put Descript first because it suits podcast editing better, and every competitor price and feature was checked on the vendor's own site in 2026.

How we judged

Automatic chapters and show-note summaries
Export formats (SRT, VTT, DOCX, PDF, TXT)
Real cost per episode over a season
Speaker labels, timestamps, and accuracy
Editing and publishing workflow

1.
Descript
Podcasters who edit the episode inside the transcript.
Descript is the closest thing to an all-in-one podcast studio: edit audio by editing text, remove filler words, clean audio with Studio Sound, then generate show notes and chapters and publish. Transcription is a means to editing here, not the product, which is exactly why it fits podcasters who want one tool end to end.
Pricing: Free 60 min/mo; Hobbyist $16/mo, Creator $24/mo, Business $50/mo (all annual, per user) with media-minute and AI-credit caps (as of 2026).
- Text-based audio and video editing, filler-word removal
- Generates show notes and chapters, plus hosting and publishing
- Studio Sound cleanup and multitrack recording
- Per-user monthly cost adds up across a team
- Since Sept 2025, plans meter media minutes plus AI credits, with overage beyond the cap
- Around 25 languages, fewer than dedicated transcribers
- Overkill if you only want a transcript
2.
PepysThat's us
Lowest cost per episode when you edit elsewhere and just need transcripts, chapters, and show notes.
Pepys is pay-as-you-go transcription with credits you buy once that never expire, so a season sitting in your archive never costs a subscription. Every file gets speaker labels, timestamps, an AI summary you can turn into show notes, chapters, and chat with the transcript. It does not edit or host your audio, so pair it with your editor of choice.
Pricing: Pay-once credits, honestly: about $1.25/hr for small top-ups (a 10-hour pack is $12.50), ~$1/hr at the recommended 20-hour/$20 tier, down to ~$0.85/hr at volume (100+ hours). Credits never expire; first 60 minutes free, no card.
- Very low cost per episode; credits never expire, no monthly fee
- Chapters plus AI summaries for show notes on every file
- Speaker labels, timestamps, and chat with the transcript
- 99+ languages; never trains on your audio, optional auto-delete
- First 60 minutes free, no card
- No built-in audio or video editing
- No podcast hosting or publishing
- No live meeting or call capture
3.
Sonix
Accurate transcripts with lots of export formats and an in-browser editor.
Sonix delivers accurate transcription with a polished browser editor, translation, and exports in DOCX, PDF, TXT, SRT, and VTT. It bills per second so a 52-minute episode is not rounded to an hour. It is a transcription platform rather than a podcast production suite, so editing and publishing happen elsewhere.
Pricing: $10/hour pay-as-you-go; or Core $25, Advanced $50, Pro $80/mo with monthly hour caps plus $25 per extra seat; 30 free minutes (as of 2026).
- Accurate transcription with a strong in-browser editor
- Exports DOCX, PDF, TXT, SRT, and VTT
- Per-second billing; translation into 55+ languages
- Cost climbs with volume ($10/hr or capped subscriptions plus per-seat fees)
- No podcast editing or publishing workflow
- Translation is billed on top of transcription
4.
Happy Scribe
Podcasters who also need subtitles and an optional human-accuracy pass.
Happy Scribe covers transcription and subtitling in 150+ languages with a subtitle editor, and offers a human transcription option when AI accuracy is not enough. It is credit-based per month with per-minute overage. Good when captions and language coverage matter more than an integrated editing suite.
Pricing: Subscriptions from $17/mo (120 AI min) to $89/mo (6,000 AI min); extra AI at $0.20/min ($12/hr); human transcription from $2/min (as of 2026).
- Transcription and subtitles in 150+ languages
- Optional human transcription for higher accuracy
- Dedicated subtitle editor
- Stated AI accuracy 85-95%, so heavy episodes may need cleanup
- Monthly AI-minute allotment, then per-minute overage
- Human transcription is billed separately at a higher rate
5.
Otter.ai
Podcasters recording interviews live over Zoom, Teams, or Meet.
Otter is built for live meetings: it joins calls, transcribes in real time, and auto-summarizes. If your show is remote interviews captured live, that flow is convenient. For finished audio files, chapters, and caption exports it is a weaker fit than the transcription-first tools here, and lower tiers cap file imports.
Pricing: Free 300 min/mo; Pro $8.33/user/mo annual (1,200 min, 10 imports/mo); Business $19.99/user/mo annual, unlimited meetings (as of 2026).
- Strong live meeting and interview capture
- Automatic summaries and action items
- Integrates with Zoom, Teams, and Google Meet
- Built for meetings, not podcast production
- Monthly minute caps and file-import limits on lower tiers
- Limited chapter and caption-export tooling for podcasts
- Priced per user

Try the pay-once option yourself

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Frequently asked questions

What is the cheapest way to transcribe a podcast episode?

Pay-as-you-go tools are cheapest for a back-catalog because you avoid a monthly fee sitting idle between episodes. Pepys pay-once credits run about $1.25/hr for small top-ups, ~$1/hr at the recommended 20-hour tier, and ~$0.85/hr at volume, and they never expire, so a typical 60-minute episode costs roughly a dollar. Sonix pay-as-you-go is $10/hour (as of 2026). Subscriptions only win if you transcribe many hours every month.

Which tool generates chapters and show notes automatically?

Descript and Pepys both produce chapters and a summary you can turn into show notes. Descript does it inside a full editing and publishing suite; Pepys does it on every file as part of a low-cost transcript with speaker labels, timestamps, and chat. Otter auto-summarizes but is oriented to meetings rather than podcast chapters.

Do these tools export SRT and VTT caption files?

Yes. Sonix and Happy Scribe both export SRT and VTT for captions, and Happy Scribe has a dedicated subtitle editor. Pepys exports SRT and VTT alongside TXT, Markdown, DOCX, PDF, and JSON. Descript can export captions as part of its video and publishing workflow.

Can I edit the podcast audio inside the transcription tool?

Only Descript, among these, edits the audio by editing the transcript text, including filler-word removal and Studio Sound cleanup. The others are transcription-first: they give you accurate text, chapters, and exports, but you edit the audio in your DAW or editor of choice.

Does transcription software train its AI on my audio?

It varies by vendor, so check the current terms. Pepys states it never trains on your audio or text and offers optional auto-delete. If confidentiality matters for unreleased episodes or guest material, confirm the data-use and retention policy before uploading.

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Best Transcription Software for Podcasters

How we judged

Descript

PepysThat's us

Sonix

Happy Scribe

Otter.ai

Try the pay-once option yourself

More roundups

Frequently asked questions

Don't just take our word for it.