How much does it cost to transcribe a podcast episode?

It depends on the tool. Rev charges $0.25/minute for AI transcription, so a 45-minute episode costs $11.25. Subscription tools like Descript ($24/month) and Otter.ai ($16.99/month) include transcription as part of a broader suite. Weftly charges $0.50 for a transcript-only job (audio) or $1.00 (video). If you also want a summary, the summarize job costs $0.75 (audio) or $1.25 (video) and includes the full transcript (plain text, timestamped, and word-level timestamped) bundled in.

What's the cheapest way to get podcast show notes in 2026?

Weftly's audio summarization job costs $0.75 per episode: no account, no subscription, and it bundles the full transcript in multiple formats (plain text, timestamped, word-level timestamped) at no extra charge. Castmagic and Descript both include AI show notes generation in their monthly plans, but at $39 and $24/month respectively, you'd need to publish 32+ episodes a month for those plans to undercut $0.75/episode.

Is pay-per-use transcription better than a subscription?

It depends on how often you publish. If you publish weekly or more, monthly subscriptions often work out cheaper and typically include more features. If you publish 1–4 times a month, pay-per-job almost always costs less.

Does Weftly offer a free trial?

Weftly doesn't have a free tier. What it has instead is no account, no subscription, and no commitment: your first job costs $0.75 for an audio summary (which includes the full transcript), and you can pay with a card or with USDC via MPP if you'd prefer not to use traditional payment. Most tools' free tiers require account creation and come with limits that aren't fully disclosed until you're inside the product.

How much does it cost to create short-form clips from a podcast episode?

On Weftly: $2.00 to find the best moments in a video, plus $0.50 per clip to extract them as vertical video for Reels, TikTok, or Shorts. Three clips would cost $3.50 total. Castmagic includes AI clip suggestions in its $39/month plan; Descript includes clip creation in its $24/month Creator plan.

What Does It Actually Cost to Post-Produce a Podcast Episode in 2026?

If you’ve ever looked at your credit card statement and thought “wait, how am I spending $60 a month on podcast software?”, you’re not imagining it. The subscription model has become the default for creator tools, and most podcasters are paying for full monthly plans even when they publish twice a month at most.

This article breaks down the real cost, per episode, of the most common post-production workflows in 2026. We’ll look at what it costs on Descript, Castmagic, Rev, and Otter.ai, and then show you what the same workflow costs on a pay-per-job model. The numbers are more different than you’d expect.

What “Post-Production” Actually Means for Podcasters

Before the math, it’s worth being specific about what we’re calculating. A typical podcast post-production workflow involves:

Transcription: converting the audio or video recording to text
Show notes / summary: a written summary for the episode page, newsletter, or SEO
Clip finding: identifying the best 60–90 second moments for social content
Clip extraction: cutting those moments into shareable vertical video for Reels, TikTok, or Shorts

Some podcasters do all four. Many just do transcription and show notes. We’ll model both.

The Subscription Tools: Real Cost Per Episode

Descript: $24/month (Creator plan)

Descript is the gold standard for creator post-production. It’s a full editing suite: you can edit audio by editing text, remove filler words, overdub, and export directly. For a certain type of creator, it’s irreplaceable.

But here’s the math problem: Descript charges $24/month whether you publish one episode or ten.

Episodes/month	Effective cost per episode
1	$24.00
2	$12.00
4	$6.00
8	$3.00

If you publish weekly, $3/episode is genuinely competitive. But most independent podcasters don’t publish weekly, and even if they do, they’re often paying for features they never touch (overdub, screen recording, the full video editor). You’re not paying for transcription. You’re paying for an editing suite and getting transcription as a side effect.

Castmagic: $39/month (Starter plan)

Castmagic is purpose-built for content repurposing: it generates transcripts, show notes, social posts, episode summaries, and more from your upload. It’s genuinely good at what it does.

But $39/month is a real commitment for creators who aren’t publishing constantly.

Episodes/month	Effective cost per episode
1	$39.00
2	$19.50
4	$9.75
8	$4.88

At four episodes a month you’re paying nearly $10/episode for content you could produce in one sitting. At one or two episodes a month, which describes most independent podcasters, you’re paying $20–39 for a workflow that takes 20 minutes.

Rev: $0.25/minute (AI transcription)

Rev is the most straightforward pricing model in the space: you pay per minute of audio. No subscription, no seat fees.

A 45-minute episode costs $11.25. An hour-long episode costs $15.00.

Rev’s AI transcription is fast and accurate. But Rev only does transcription, you still need another tool for show notes, clip finding, and clip extraction. If you want a complete workflow, you’re stacking costs across multiple platforms.

Otter.ai: $16.99/month (Pro plan)

Otter is primarily a meeting transcription tool that podcasters sometimes repurpose. The Pro plan removes the 30-minute recording limit and adds AI summaries.

At $16.99/month for two episodes, you’re paying $8.50/episode, but again, Otter doesn’t find clips or extract video. It’s a transcription and summary tool, not a full creator workflow.

A Note on Free Tiers

Most of these tools advertise free tiers, and they’re worth acknowledging honestly, because they exist, but they’re also where comparison shopping gets genuinely confusing.

Descript has a free plan at $0. What you actually get: 60 media minutes per month, 100 AI credits as a one-time grant (not monthly), 720p exports only, and watermarked video. Every AI feature (Studio Sound, filler word removal, clip creation, Underlord) is listed as “Limited” on the pricing page, but Descript doesn’t define what “limited” means publicly. You have to create an account and start using it to find out where the walls are.

Otter.ai also has a free Basic plan. The headline number is 300 transcription minutes per month, which sounds reasonable. The detail that’s easy to miss: you can import and transcribe only 3 audio or video files total, for the lifetime of the account, not per month, ever. After those three files, that feature is gone unless you upgrade.

Both free tiers require you to create an account (and hand over your email address) before you can access them or understand exactly what you’re getting.

That’s not a criticism of the tools; it’s just the reality of how free tiers work. They’re designed to get you into an account so the product can convert you to a paid plan. Which is fine, if that’s the experience you want.

Weftly has no free tier. What it has instead is no account, no email, no credit card on file, and no subscription to cancel. You pay only for the jobs you run, and you can pay with USDC on the Tempo network via MPP using the Weftly MCP server, if you’d rather not put a credit card in at all. The tradeoff is straightforward: you don’t get to try before you pay, but your first job costs $0.75 and you’re not committed to anything beyond that.

The Pay-Per-Job Model: What You Actually Use, What You Actually Pay

Weftly charges per job with no subscription. Here’s what each step of the workflow costs:

Job	Audio	Video	What you get
Transcription	$0.50	$1.00	Full transcript (plain text, timestamped, word-level timestamped)
Summarization	$0.75	$1.25	Summary/show notes + full transcript in all formats
Find Clips (AI highlight detection)	n/a	$2.00	Timestamped list of best moments
Extract Clip	$0.50	$0.50	Horizontal clip cut from a specific timestamp
Extract Vertical Clip	$0.50	$0.50	Vertical 9:16 clip for Reels, TikTok, Shorts
Publish to YouTube	n/a	$1.75	Direct upload to your YouTube channel

One thing worth noting on the summarize job: it isn’t just show notes. You get the full transcript (plain text, timestamped, and word-level timestamped) bundled in. If you need both outputs, you’re paying $0.75 (audio) or $1.25 (video) for both, not $0.50 + $0.75.

Let’s run the same episode math.

Scenario A: Audio podcast, transcript + show notes only

You record a 45-minute interview. You want a full transcript (plain text, timestamped, and word-level timestamped) plus a summary to use as show notes.

Job	Cost
Summarization, audio (includes transcript in all formats)	$0.75
Total per episode	$0.75

That’s one job, not two. The summarize job returns the show notes and every transcript format Weftly generates (Text, VTT, SRT, JSON, and word-level JSON).

At $0.75/episode, you’d need to publish 32 episodes a month before you matched the cost of Descript’s cheapest plan. That’s more than one episode per day.

Scenario B: Video podcast, full workflow

You record a 45-minute video interview. You want a transcript, show notes, three vertical clips for social, and to publish the video to YouTube.

Job	Cost
Summarization, video (includes transcript in all formats)	$1.25
Find Clips	$2.00
Extract 3 vertical clips (3 × $0.50)	$1.50
Publish to YouTube	$1.75
Total per episode	$6.50

That’s a full post-production run (transcript, show notes, social clips, and YouTube publish) for one episode. Compare that to Castmagic at $39/month for the same output, or stitching together Rev + a clip tool + a publishing tool at unpredictable combined costs.

Side-by-Side: One Episode, Full Workflow

Tool	Monthly fee	Cost for 1 episode/month	Cost for 4 episodes/month
Descript (Creator)	$24.00	$24.00	$6.00
Castmagic (Starter)	$39.00	$39.00	$9.75
Rev (AI, transcription only)	None	$11.25	$45.00
Otter.ai (Pro, no clips)	$16.99	$16.99	$4.25
Weftly: audio, transcript + notes	None	$0.75	$3.00
Weftly: video, full workflow	None	$6.50	$26.00

Rev costs based on a 45-minute episode at $0.25/min. Weftly full workflow includes summarization (which bundles the transcript), 3 vertical clips, and YouTube publish.

Run the numbers on your own episode

Upload a file, pay for the job, get the output. No account, no subscription. Audio summary jobs start at $0.75.

Try Weftly in the browser

When Subscriptions Make Sense

To be fair: if you publish weekly or more, subscriptions start to make economic sense, especially Descript, which includes a full editing suite that goes well beyond what any API-based tool offers.

The math tilts toward subscriptions when:

You publish 6+ episodes a month
You need hands-on editing (filler word removal, overdub, visual editing)
You want one interface that handles recording through final export

The math tilts toward pay-per-job when:

You publish 1–4 times a month
Your editing is done in a separate tool (Adobe Premiere, DaVinci, Logic)
You only need the output: the transcript, the summary, the clips, not the editing environment
You’re using AI agents or automation pipelines that call tools programmatically

No Account, No Credit Card, No Subscription

One thing worth noting that doesn’t show up in any pricing comparison: Weftly doesn’t require you to create an account. You upload a file, pay for the job, get the output. Files are automatically deleted within 24 hours - 72 hours for find clips so you have more time to make your editing choices.

If you’d rather not put a credit card in at all, you can pay with USDC on the Tempo network via MPP, accessible through the Weftly MCP server. That means your entire post-production workflow, from upload to clips to YouTube publish, can run through an AI agent pipeline with crypto payment rails and no traditional billing relationship required.

For most creators, the no-account and no-subscription parts are what matter. For developers and teams building agentic workflows, the MCP + USDC path is a different kind of unlock entirely.

The Bottom Line

Most creators are paying for a subscription seat when they should be paying for the jobs they actually run. If you publish two episodes a month and use Castmagic, you’re spending $234 a year. The same workflow on Weftly (transcript, show notes, three clips, YouTube publish) costs $156/year, with no commitment, no renewal, and nothing charged in the months you don’t publish.

The subscription model was built for daily users. If that’s you, great. If it’s not, you’re subsidizing someone else’s usage.