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Calcimator

Transcription Cost Calculator

Calculate per-episode and annual transcription costs.

About this calculator

Transcripts have become close to table stakes for podcasts -- they make episodes searchable, accessible to deaf and hard-of-hearing listeners, and reusable as blog posts or show-notes source material -- but the cost adds up differently depending on how you produce them. AI transcription services (Otter, Descript, Rev's automated tier) typically run around $0.10-0.25 per audio minute, using speech-to-text models that need little to no human review for clean studio audio. Human transcription services cost far more -- commonly $1.00-2.00+ per minute (GoTranscript's standard tier starts around $1.02/min, Rev's standard human tier runs $1.99/min, and rush turnaround can push well past $2.00/min) -- because a person is listening to the whole episode and typing or correcting it, which buys meaningfully better accuracy on cross-talk, accents, and technical jargon that still trips up automated tools.

This calculator scales a single per-minute rate across your episode length and monthly publishing cadence to show the real budget line, and separately estimates word count from average speaking rate -- useful for estimating blog-post length or checking a transcription vendor's per-word pricing against their per-minute rate. Podcast speech typically runs somewhat slower than a fast public speaker at around 140-160 words per minute, since podcast hosts pause for effect and interviews include natural back-and-forth, compared to roughly 130-150 wpm for conversational speech generally.

Inputs

min
$
wpm

Results

Cost per Episode

$11.25

Monthly Cost$45.00
Annual Cost$540.00
Words per Episode6,750
Annual Word Count324,000
How to Use This Calculator
  1. Enter your average episode duration in minutes.
  2. Set the number of episodes you publish per month.
  3. Enter the transcription cost per minute — AI services run ~$0.10-0.25/min, human services ~$1.00-2.00+/min.
  4. Set your average speaking rate in words per minute (150 WPM is typical for podcast speech).
  5. Review Cost per Episode and Monthly Cost to decide whether to include transcription in your budget.

How the result changes with Episode Duration

Episode DurationCost per Episode
23$5.75
34$8.50
68$17.00
113$28.25

What each input means

Episode Duration
Average episode length in minutes.
Episodes per Month
Number of episodes published monthly.
Cost per Minute
Transcription service rate per audio minute (AI ~$0.10-0.25, human ~$1.00-2.00+).
Speaking Rate
Average speaking rate to estimate word count.

How this is calculated

Worked example, using the default values

  1. Identify Input Parameters
    4 parameters
    Episode Duration = 45, Episodes per Month = 4, Cost per Minute = 0.25, Speaking Rate = 150 = 4 input(s) provided
  2. Calculate Cost per Episode
    Cost per Episode
    11.25 = $11.25
  3. Calculate Monthly Cost
    Monthly Cost
    45 = $45
  4. Calculate Annual Cost
    Annual Cost
    540 = $540

Engine last updated . Checked against 2 independently-derived tests — how we verify calculators. Built by Paul Gunder, a software engineer, not a licensed financial, medical, or legal professional.

Frequently Asked Questions

Why is AI transcription so much cheaper than human transcription?

AI transcription runs a speech-to-text model with no human listening time required, so the marginal cost per minute is mostly compute, not labor -- that's why rates commonly sit around $0.10-0.25/min. Human transcription pays someone to listen to the full episode and type or correct it in close to real time, so its cost scales with a person's hourly wage rather than server time, which is why it commonly runs $1.00-2.00+ per minute -- several times the AI rate -- even for a single average-quality audio track.

Should I budget for annual cost or monthly cost when planning transcription?

Monthly Cost is the more useful number for ongoing cash-flow planning, since transcription is typically billed per episode as you publish. Annual Cost is useful for big-picture budgeting or comparing against a bulk/subscription transcription plan, which sometimes offers a lower effective per-minute rate than pay-as-you-go pricing at higher volume.

Why does raising Speaking Rate change Words per Episode but not Cost per Episode?

Speaking Rate only feeds the word-count estimate (Words per Episode and Annual Word Count) -- it has no role in the cost formula, which is purely episode length times the per-minute transcription rate. A faster-talking host produces a longer transcript for the same audio length, but doesn't change what the transcription service actually charges for that length of audio.

How accurate is the word-count estimate for planning blog posts from transcripts?

It's a reasonable ballpark, not an exact count -- actual transcript word count varies with how much cross-talk, filler words, and pause-heavy dialogue the episode has, which a flat words-per-minute rate can't capture. Use it to size the scope of a repurposed blog post or show notes draft, but expect the real transcript to land within a meaningful range of the estimate rather than hitting it exactly.

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