AI Podcast Editing Tools — Real Per-Episode Cost Across Descript, Riverside, Adobe Podcast, Auphonic, Cleanvoice, Hindenburg PRO and Alitu (2026)

**Descript** is the only entry in this list that is both an audio editor and a video editor, and the only one where the primary editing surface is a transcript. You delete words from the document, the waveform underneath disappears, and your timeline shortens accordingly. Since acquiring SquadCast in 2023, Descript also handles remote recording natively. Hobbyist starts at $19/mo, Creator $35/mo, Business $50/mo per https://www.descript.com/pricing. The Overdub voice clone, Studio Sound noise removal and Regenerate filler-word stripping are the three features people actually pay for.

**Riverside** is a remote-recording studio first and an editor second. Each guest records locally in the browser and the high-quality tracks upload separately, which is why it has eaten Zoom's lunch for podcast interviews. Magic Editor is the AI layer that auto-removes silence, fillers, and bad takes after the session. Standard is $15/mo for 5 hours, Pro $24/mo for 15 hours, Business $58/seat/mo for 15 hours per seat — see https://riverside.fm/pricing. The free tier gives you 2 hours/mo at 720p export, which is enough to evaluate but not enough to ship.

**Adobe Podcast Enhance** is the speech-restoration model that, in 2023, made it acceptable to record a podcast on a Logitech webcam. The free web tool at https://podcast.adobe.com gives 1 hour/mo at up to 4 hours per file. For unlimited use you need Adobe Audition at $20.99/mo per https://www.adobe.com/products/audition.html, which is overkill if Enhance is all you want but right-priced if you also need a real DAW. Enhance does not remove filler words; it cleans noise, reverb and mic distance.

**Auphonic** is the unsexy workhorse that public-radio producers and serious indie shows have leaned on since 2012. You upload a finished episode, it applies leveling, loudness normalization (-16 LUFS for podcasts), noise gating, multi-track ducking, chapter marks and ID3 tags, then exports to your host. Plans on https://auphonic.com/pricing run Free (2 hr/mo), Starter $11/mo (9 hr), Standard $22/mo (21 hr), Advanced $99/mo (108 hr). Auphonic is also the only tool here with a real API for batch jobs.

**Cleanvoice** is laser-focused: it removes filler words, mouth clicks, stutters and dead air, and that is essentially all it does. That focus is why a one-hour episode costs you almost nothing — Pro is $9/mo for 3 hours, Premium $19/mo for 8 hours, Studio $49/mo for 24 hours per https://cleanvoice.ai/pricing. It plugs into a workflow alongside Descript or Hindenburg rather than replacing them. **Hindenburg PRO** ($12/mo per https://hindenburg.com/products/hindenburg-pro) and **Alitu** ($38/mo per https://alitu.com/pricing) round out the list as the narrative-DAW and the hosted-factory respectively.

Every vendor in this list quotes a monthly price. None of them publish a per-episode price, because per-episode is where the comparison gets uncomfortable for them. Assume a typical interview show: a 60-minute raw recording trimmed to a 45-minute episode, four episodes a month. **Descript** at $19/mo Hobbyist gives 10 hours of transcription per https://www.descript.com/pricing, which covers four 60-minute raw recordings exactly. Push to weekly plus a bonus and you are on Creator at $35/mo, which is $8.75 per episode — still cheap if you only count software.

**Riverside** Standard is $15/mo for 5 recording hours per https://riverside.fm/pricing. Four 60-minute recordings is 4 hours of recording — fits. Add a 30-minute prep call you record for safety and you blow past it; Pro at $24/mo and its 15 hours is the realistic monthly plan, which works out to $6 per episode. **Adobe Podcast Enhance** free at https://podcast.adobe.com gives 1 hour/mo, which covers one episode; for four episodes you either pay Audition at $20.99/mo or stitch in another tool. There is no honest middle plan.

**Auphonic** Starter at $11/mo includes 9 production hours per https://auphonic.com/pricing. Four 45-minute finished episodes is 3 hours of output — Starter is plenty, putting Auphonic at $2.75 per episode, the cheapest pure post-processing in this comparison. Push to a daily news show and Standard at $22/mo with 21 hours still costs under a dollar per episode. This is why production houses with five or six shows tend to standardize on Auphonic for the final pass even when their creators use Descript or Riverside upstream.

**Cleanvoice** Pro at $9/mo for 3 hours per https://cleanvoice.ai/pricing fits three 60-minute raw recordings; the realistic plan for a weekly hour-long show is Premium at $19/mo for 8 hours, which is $4.75 per episode for filler removal alone. **Hindenburg PRO** at $12/mo per https://hindenburg.com/products/hindenburg-pro is unlimited because it's a desktop DAW — at four episodes that's $3, at 20 episodes it's still $12. **Alitu** is the opposite: $38/mo flat per https://alitu.com/pricing, which is the most expensive entry-tier on the list, but it includes hosting, so the comparison isn't apples-to-apples.

The most honest per-episode answer for a weekly hour-long interview show in 2026: Hindenburg PRO + Auphonic Starter is $23/mo combined, or about $5.75 per episode for an unlimited, broadcast-quality, fully automated pipeline. Descript Creator alone is $35/mo or $8.75 per episode. Alitu is $38/mo including hosting, or about $9.50 per episode but with no separate hosting bill. Riverside Pro plus Cleanvoice Premium for interview shows is $43/mo, or about $10.75 per episode. None of these are bad numbers; the differences only matter once you are doing more than ten episodes a month.

**Descript** wants to be the only app you open. Its workflow is: record (or import), auto-transcribe, edit text, export. It connects to YouTube, Spotify for Podcasters, Buzzsprout, Captivate and others directly, and exposes an API for transcripts. The cost is that Descript projects live in Descript's cloud — if you walk away from the subscription, you keep the exported audio but lose the editable project. Architecture-wise this is a managed-SaaS, single-vendor stack, and that single-vendor risk is the only real argument against it for small teams. See https://www.descript.com/pricing for the export-format and integration list.

**Riverside** is built around the recording session as the unit of work. The browser records to local disk on each participant's machine, then uploads in the background. That architecture is why Riverside survives bad Zoom-grade internet and produces broadcast-grade tracks. Magic Editor and the timeline editor live downstream. Riverside integrates with Descript, Adobe Premiere, Final Cut, and major podcast hosts per https://riverside.fm/pricing. Most serious operators use Riverside as the front-end recorder and hand the multi-track files to Descript or Hindenburg for the actual edit.

**Adobe Podcast Enhance** is a single-purpose endpoint. You hand it a WAV or MP3, it hands you back a cleaner WAV. There is no project file, no timeline, no integration — that is the point. **Auphonic** by contrast is integration-first: it picks files up from Dropbox, Google Drive, S3, FTP and an HTTP API, processes them, and pushes the result to your podcast host (Libsyn, Buzzsprout, Captivate, Podbean, Spreaker) automatically. For a production house running multiple shows this is the only tool here that lets you eliminate manual file shuffling, which is why it survives despite a 2010s-era UI.

**Cleanvoice** runs as a web upload and as plugins into Descript and Adobe Premiere. The architecture decision is whether you want filler removal as a step in your DAW or as a batch job after — most editors prefer it as a step inside Descript because you can audit each cut. **Hindenburg PRO** is a desktop DAW with cloud-optional features; project files live on your laptop, which is the right answer for journalists worried about source confidentiality. **Alitu** is fully hosted: recorder, editor, processor and host live behind one login, the trade-off is the least flexibility of the seven.

The pattern that has emerged in 2026 is a two-tool or three-tool pipeline rather than one-tool-rules-all. Riverside or SquadCast for recording, Descript or Hindenburg for editing, Auphonic or Cleanvoice for the automated post-pass. The single-tool pipelines — Descript-only or Alitu-only — work for solo creators doing fewer than ten episodes a month. Above that volume the integration savings of a multi-tool pipeline pay for themselves within a quarter.

If you are a **solo creator doing a weekly interview show** with one remote guest, Riverside Pro at $24/mo plus Descript Creator at $35/mo is the default 2026 stack. Riverside handles the broadcast-grade remote recording, Descript handles the text-based edit, and you skip the post-pass because both tools include AI cleanup. Total $59/mo, about $14.75 per episode. If that hurts, drop Descript to Hobbyist at $19/mo and use Cleanvoice Pro at $9/mo to handle filler removal — total $52/mo and a tighter workflow.

If you are a **narrative or documentary podcaster** who works in long sessions with multiple sources and tight clip work, the answer is **Hindenburg PRO** at $12/mo per https://hindenburg.com/products/hindenburg-pro plus Adobe Podcast Enhance free tier for cleanup, with Auphonic Starter at $11/mo as the final mastering step. Total $23/mo for a professional pipeline that public-radio producers actually use. The Descript text-edit metaphor breaks down on narrative work because your cuts need to honor breath and pacing, not just words.

If you are a **first-time host who hates software**, **Alitu** at $38/mo per https://alitu.com/pricing is the right answer and you should stop reading. It does the recording, the editing, the processing, the hosting and the publishing in one bill with one login. You will outgrow it in 18 months. That's fine — by then you'll know what features you actually need, and the $38/mo will have bought you back roughly 200 hours of decision fatigue.

If you are a **production company running five or more shows**, the stack is Riverside Business at $58/seat/mo for recording, Descript Business at $50/mo per editor seat for the team workflow, and Auphonic Advanced at $99/mo for 108 hours of automated mastering. The Auphonic API at https://auphonic.com/pricing lets you wire the post-pass into your CMS so editors never touch loudness or chapter marks. Per-show economics improve sharply once you cross five shows because the Auphonic and Descript seats amortize.

If you are a **journalist working with sensitive sources**, the answer is local-only: **Hindenburg PRO** as the DAW, **Adobe Podcast Enhance** via Audition at $20.99/mo per https://www.adobe.com/products/audition.html for local processing, and a self-hosted upload to your host. None of the cloud-first tools in this list are appropriate for confidential interviews unless you have signed DPAs. Hindenburg specifically markets to journalists and has the strongest local-first story of any tool here.

Every vendor in this comparison except Hindenburg gates capacity by hours, and the hour count is where the friendly entry prices stop being friendly. **Descript** Hobbyist at $19/mo includes 10 hours of transcription per https://www.descript.com/pricing — fine for monthly podcasters, painful for daily ones. Creator at $35/mo is 30 hours, which is the right plan for weekly shows. Business at $50/mo is 40 hours plus SSO and team workspaces; the SSO is the real reason agencies pay it, not the extra hours.

**Riverside** at https://riverside.fm/pricing prices in *recording* hours, which is different from *finished* hours. Standard's 5 hours is 5 hours of session time across all participants, so a two-person 60-minute interview consumes 2 hours of your allotment (one for each track). Pro at $24/mo for 15 hours is the honest tier for weekly two-person interview shows. Business at $58/seat/mo is 15 hours *per seat*, which is the right answer for production teams but a very expensive way to buy occasional capacity.

**Auphonic** is the only vendor that publishes processing-hour ladders that scale linearly: $11/mo for 9 hours, $22/mo for 21 hours, $99/mo for 108 hours per https://auphonic.com/pricing. That's $1.22/hr, $1.05/hr and $0.92/hr respectively. There is no cheaper professional mastering on the market in 2026. **Cleanvoice** at https://cleanvoice.ai/pricing is $9/mo for 3 hours, $19/mo for 8 hours, $49/mo for 24 hours — about $3/hr, $2.38/hr and $2.04/hr respectively, which is the cost of focused AI processing.

**Adobe Podcast Enhance** free is 1 hour/mo of cleanup with a 4-hour per-file cap per https://podcast.adobe.com. The Audition route at $20.99/mo per https://www.adobe.com/products/audition.html is unlimited because Enhance runs inside the desktop app — this is the cheapest unlimited Enhance access by a wide margin. **Hindenburg PRO** at $12/mo per https://hindenburg.com/products/hindenburg-pro is the lone flat-rate desktop DAW: unlimited hours, no caps, runs on your laptop. The trade is that it is a real DAW that you have to learn, not a text-edit metaphor.

**Alitu** at $38/mo per https://alitu.com/pricing looks expensive next to Descript Hobbyist until you remember it also includes podcast hosting — Buzzsprout's comparable plan is $18/mo, Captivate's is $19/mo, so the all-in math is closer than the headline. The right way to read Alitu's price is as a bundled hosting + editing stack: roughly $20/mo for the editor and roughly $18/mo for the hosting, which puts it in line with Descript Hobbyist + a separate host.

**Descript** stores projects in its US-region cloud and offers SOC 2 Type II per its trust page; SSO/SAML is gated to the Business plan at $50/mo per https://www.descript.com/pricing. There is no EU data-residency option as of June 2026, which kills it for some GDPR-regulated workflows. Project files are exportable as standard audio, but the editable project state is proprietary — if you cancel, you keep the audio, you lose the document. That single-vendor dependency is the real procurement question, not the price.

**Riverside** offers SOC 2, GDPR-compliant data handling and SSO on the Business plan per https://riverside.fm/pricing. Because tracks record locally on each participant's machine before upload, the cloud exposure window is short, which is the right answer for guests who don't want their raw audio sitting on third-party servers. Riverside is also one of the few tools here that explicitly addresses HIPAA-adjacent use cases for medical podcasts, though you still need a signed BAA which is enterprise-only.

**Adobe Podcast** and **Adobe Audition** ride the standard Adobe Enterprise security posture — SOC 2, ISO 27001, GDPR, and Adobe-wide SSO under the Creative Cloud for Teams or Enterprise plans rather than the $20.99/mo per https://www.adobe.com/products/audition.html individual plan. If your organization already runs Adobe CC, the marginal cost to add Audition is the cleanest procurement story in this list because the security review is already done.

**Auphonic** at https://auphonic.com/pricing is an Austrian company hosting in EU data centers, which is the strongest residency story of any tool here for European producers. There is no published SOC 2 report, but the company has been operating since 2012 with no public security incidents and is a frequent recommendation in EU broadcasting circles. **Cleanvoice** is also EU-based per https://cleanvoice.ai/pricing and explicitly markets GDPR compliance; no SOC 2 yet as of June 2026.

**Hindenburg PRO** at https://hindenburg.com/products/hindenburg-pro is a desktop application; project files live on your laptop, which makes data residency a non-question. This is why journalists, lawyers producing podcasts and government communications teams use it disproportionately — the security review is local-machine policy, not a vendor DPA. **Alitu** at https://alitu.com/pricing is hosted in the UK and AWS regions; it does not publish SOC 2 reports and is not appropriate for regulated content, but it is fine for general consumer podcasting.

None of these tools are open-source, and none can be fully self-hosted. That is the honest answer in 2026 — the AI models behind Descript Studio Sound, Adobe Enhance, Riverside Magic and Cleanvoice are proprietary and run on vendor infrastructure. The closest thing to self-hosting is **Hindenburg PRO** at $12/mo per https://hindenburg.com/products/hindenburg-pro: a desktop DAW where your projects live on disk forever, even after you stop paying. The license is perpetual on the version you bought; subscription buys you updates.

**Adobe Audition** at $20.99/mo per https://www.adobe.com/products/audition.html is the second-closest answer. Audition is a desktop app; project files are local; the Enhance feature requires an active subscription to use, but your raw audio and your edits don't go anywhere when you cancel. For a journalist or producer who needs a defensible archive, Audition plus Hindenburg is the obvious local-first pair.

**Descript** project files use a proprietary format. On cancellation you export to standard audio/video, but the text-editable project state — the thing you actually paid for — becomes inaccessible. This is the single biggest procurement objection to Descript and the reason some agencies refuse to standardize on it. The mitigation is to export final episodes to WAV plus the transcript to SRT or TXT regularly, treating Descript as an editor rather than an archive.

**Riverside** retains your recording sessions for the life of your subscription per https://riverside.fm/pricing and lets you download multi-track WAVs at any time. The pattern that works is to download masters immediately after each session and treat Riverside as a recording front-end, not a storage system. Same posture for **Cleanvoice** at https://cleanvoice.ai/pricing — input goes in, output comes out, nothing valuable lives there long-term.

**Auphonic** at https://auphonic.com/pricing retains your processed files and presets for as long as you have an account, including downgrades to Free. This is unusually generous and is one of the quiet reasons producers stick with it across years. **Alitu** at https://alitu.com/pricing is the most lock-in-heavy product in the list because it also hosts your published episodes; the migration path off Alitu is a real project, which is the trade-off for the one-bill simplicity that made you sign up.