AI Transcription Pricing Calculator 2026

How much does AI transcription actually cost? It depends entirely on how you transcribe.

If you upload files (interviews, podcast episodes, depositions, voice memos) and want a web dashboard rather than writing code, the relevant unit is files, not minutes. A 5-minute voice memo and a 90-minute interview are both "one file" to a service that processes files. BrassTranscripts is built around this model, with tiered pricing that drops as your batch grows.

If you're a developer integrating transcription into your own product, per-minute APIs (Whisper, Deepgram, AssemblyAI) charge for raw audio minutes — but you also build the upload UI, job queue, error handling, and add a separate diarization service for speaker identification. Different market, different math.

This calculator covers both. Bulk file-based pricing first (most readers), API per-minute math second (developers).

Quick Calculator: BrassTranscripts Bulk Pricing by Batch Size

BrassTranscripts bulk uses duration-aware file-based pricing across 7 tiers. Each file in a batch is priced by its actual audio duration — short recordings (≤15 min) bill at the short-file rate, long recordings (16+ min) bill at the long-file rate. Both rates drop together as your batch grows — no negotiating, no annual commitment.

Every tier includes automatic speaker identification and 99+ language support. Bulk delivers TXT format; single-file delivers all 4 formats (TXT, SRT, VTT, JSON). No subscription, no minimum file count, no engineering required. Sign up for bulk and you're processing files in 30 seconds. See the duration-aware pricing update for full details.

Pay-Per-Use vs Subscription: Which Fits You?

The biggest factor in transcription cost isn't the per-minute or per-file rate — it's whether your volume is consistent month-to-month or project-based / seasonal. Subscriptions optimize for the first, pay-per-use for the second. Picking the wrong model can double or triple your annual cost.

Subscription services (TurboScribe at $10/mo billed annually, Otter Business at $30/mo per user, Otter Pro at $16.99/mo) charge the same monthly fee regardless of usage. TurboScribe in particular is the lowest-cost option on the market for heavy consistent users — $120/year (annual commitment) for unlimited file uploads, with a 50-file-per-upload cap. If you transcribe 20+ files every month, every month, TurboScribe beats every other service on raw cost. There is no honest way around that.

Pay-per-use services (BrassTranscripts, Sonix, Rev.com) charge per file or per minute. You pay zero in months you don't transcribe. A research project completes, the budget zeros out. A new case starts, you pay for that batch only.

The break-even math against TurboScribe Plus ($120/year annual):

• 1-5 file batch at BrassTranscripts (long-recording rate $6/file): break-even = 20 files/year total
• 6-10 file batch (long-recording rate $5/file): break-even = 24 files/year total
• 16-49 file batch (long-recording rate $4.50/file): break-even = ~27 files/year total

(Break-even math above assumes long recordings. Short recordings under 15 minutes bill at $1.25-$2.50/file in bulk — your break-even falls accordingly.)

If you'll transcribe more than ~25 files in a calendar year with consistent monthly usage, TurboScribe's $10/mo annual plan is mathematically cheaper.

When BrassTranscripts Bulk Makes More Sense Than a Subscription

For these specific situations, the pay-per-use model saves money and friction even though the headline rate looks higher:

• Project-based work. Law firm processing case files between matters. Researcher running one batch of 30 interviews, then nothing for 8 months. Annual report transcription cycle. You pay for that batch, you're done.
• Seasonal or sporadic volume. Conference recordings hit once or twice a year. Quarterly podcast batches. Compliance-driven catch-ups. A 12-month subscription billed in advance is wasted spend in the quiet months.
• Batches over 50 files at once. TurboScribe caps every upload at 50 files; 250 files = 5 separate upload rounds with manual job-tracking between them. BrassTranscripts processes any batch size in one go.
• Cost-by-project accounting. Professional services that bill transcription back to clients or matters need clean per-batch invoices. Subscription costs spread across clients are messy.
• No commitment required. TurboScribe's $10/mo rate locks you to annual prepay; their monthly rate is $20. BrassTranscripts has no contract, no monthly minimum, no quiet-period penalty.
• Enterprise volume. BrassTranscripts supports customer-specific pricing tiers for high-volume accounts (below the public 250+ tier). Subscription services typically don't negotiate beyond a stated business plan.

The honest summary: if you transcribe heavily every month and have predictable consistent volume, a subscription is cheaper. If your usage is project-based, seasonal, billed-back, or enterprise-scale, BrassTranscripts' pay-per-use model is cheaper, simpler, and easier to defend on an expense report.

File-Based Pay-Per-Use Comparison

If you've decided pay-per-use is your model, here's how the file-based / per-minute pay-per-use services compare side-by-side (no monthly fee, you pay only for what you transcribe):

For a 30-minute file: BrassTranscripts $6 (1-5 file tier) vs Rev.com $7.50 vs Sonix $5 vs Temi $7.50. For a 90-minute file: BrassTranscripts $6 vs Rev.com $22.50 vs Sonix $15 vs Temi $22.50. Per-file pricing wins as files get longer — that's the structural advantage of BrassTranscripts' model for typical interview, meeting, and podcast-length content.

"But What About the APIs?" — A Different Market

If you're a developer building transcription into your own product (not a person uploading files), per-minute APIs are cheaper on raw audio cost. The headline numbers:

Honest framing: APIs are cheaper per minute of raw audio but not cheaper in total cost of ownership for most teams.

• Integration cost: ~$1,000+ in developer time to wire up an API, handle uploads, manage job queues, retry errors, and parse output formats
• Speaker identification adds $0.003-0.02/min on Deepgram and AssemblyAI (Whisper has no speaker ID at all)
• You build your own web UI for non-technical team members, or stay in code

APIs make sense when you process 1,000+ hours/month AND have engineering capacity. For everyone else uploading files and downloading transcripts, file-based bulk services win on total cost. See AI Transcription Pricing 2025: Complete Cost Comparison for the deeper API-vs-managed-service analysis.

Cost by Use Case (Scenario Reference)

*Assumes full utilization of 1,200 min/month—most users don't hit this **Requires 3-month commitment for one-time project

Quick Navigation

• Quick Calculator: BrassTranscripts Bulk Pricing by Batch Size
• Pay-Per-Use vs Subscription: Which Fits You?
• When BrassTranscripts Bulk Makes More Sense Than a Subscription
• File-Based Pay-Per-Use Comparison
• "But What About the APIs?" — A Different Market
• Cost by Use Case (Scenario Reference)
• Universal Pricing Calculator Prompt
• Why Static Pricing Tables Fall Short
• The Podcaster Calculator
• The Research Project Calculator
• The Sales Team Calculator
• The Content Creator Calculator
• The "Should I Subscribe?" Calculator
• The Enterprise Volume Calculator
• How I Use These Prompts

Universal Pricing Calculator Prompt

Don't know which calculator fits your situation? Start here. This master prompt handles any transcription scenario.

AI Prompt: Universal Transcription Cost Calculator

Calculate my transcription costs across multiple services based on my specific situation.

MY TRANSCRIPTION NEEDS:
- Use case: [PODCAST / RESEARCH / SALES CALLS / CONTENT CREATION / MEETINGS / OTHER]
- Monthly audio hours (estimate): [NUMBER] hours
- Usage pattern: [CONSISTENT / VARIABLE / ONE-TIME PROJECT]
- Number of files per month: [NUMBER]
- Average file length: [MINUTES]
- Speakers per file: [NUMBER]

REQUIREMENTS:
- Speaker identification needed? [YES/NO]
- Timestamps needed? [YES/NO]
- Output format: [TXT/SRT/VTT/JSON/ALL]
- Turnaround time: [IMMEDIATE / SAME DAY / FLEXIBLE]

CALCULATE COSTS FOR:

1. **BrassTranscripts** (Pay-per-use, no subscription)
   - Single-file: $2.50 (0–15 min) or $6.00 (16–120 min) flat per file
   - Bulk batches: Duration-aware tiered pricing across 7 batch sizes. Long-recording rates (16+ min): 1–5: $6, 6–10: $5, 11–15: $4.75, 16–49: $4.50, 50–99: $4, 100–249: $3.50, 250+: $3. Short-recording rates (≤15 min): $2.50, $2.08, $1.98, $1.88, $1.67, $1.46, $1.25 across the same tiers
   - Includes: Speaker ID, all formats (TXT/SRT/VTT/JSON)
   - Note: If my usage is consistent and heavy (20+ files/month every month), also compare TurboScribe ($10/mo billed annually, unlimited uploads, 50-file batch cap) — subscriptions can beat pay-per-use on raw cost for high-consistency users.

2. **Otter.ai** (Subscription)
   - Free: 300 min/month
   - Pro: $16.99/month for 1,200 min
   - Business: $30/user/month for 6,000 min

3. **Temi** (Pay-per-use)
   - $0.25/minute
   - Speaker ID included

4. **Rev AI** (Pay-per-use API)
   - $0.25/minute base

5. **Descript** (Subscription + editing)
   - Free: 1 hour/month
   - Creator: $15/month (10 hours)
   - Pro: $30/month (30 hours)

FOR EACH SERVICE, CALCULATE:
- Monthly cost with math shown
- Annual projection
- Cost per audio hour (effective rate)
- Utilization rate (for subscriptions)
- Hidden costs I might miss

THEN PROVIDE:
1. **Ranked recommendations** for my specific usage
2. **Break-even analysis**: At what volume does each option make sense?
3. **Risk assessment**: What happens if my usage increases/decreases 50%?
4. **Final recommendation** with clear reasoning

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Prompt by BrassTranscripts (brasstranscripts.com) – Professional AI transcription with speaker identification
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📖 View Markdown Version | ⚙️ Download YAML Format

Why Static Pricing Tables Fall Short

Here's the pricing table from our comparison guide:

*Assumes full utilization

The problem? That asterisk. "Assumes full utilization" hides the real question: Will you actually use 1,200 minutes every month?

A podcaster releasing weekly 60-minute episodes uses 240 minutes monthly. On Otter's $16.99 plan, their effective cost is $4.24/hour—great deal. But a podcaster releasing biweekly 30-minute episodes uses 60 minutes monthly. Same $16.99 plan, effective cost: $17/hour. Terrible deal.

The prompts below calculate these real-world scenarios automatically.

The Podcaster Calculator

I built this one first because podcast transcription has predictable, recurring patterns. The prompt accounts for episode frequency, average length, and whether you need speaker identification.

AI Prompt: Podcast Transcription Cost Calculator

Calculate my podcast transcription costs across different services based on my production schedule.

MY PODCAST DETAILS:
- Episodes per month: [NUMBER]
- Average episode length: [MINUTES]
- Number of speakers per episode: [NUMBER]
- Do I need speaker labels? [YES/NO]
- Do I need timestamps? [YES/NO]
- Output format needed: [TXT/SRT/VTT/JSON]

CALCULATE FOR THESE SERVICES:

1. **BrassTranscripts** (Pay-per-use)
   - Single-file: $2.50 (0–15 min) or $6.00 (16–120 min) flat per file
   - Bulk batches: Duration-aware tiered pricing across 7 batch sizes. Long-recording rates (16+ min): 1–5: $6, 6–10: $5, 11–15: $4.75, 16–49: $4.50, 50–99: $4, 100–249: $3.50, 250+: $3. Short-recording rates (≤15 min): $2.50, $2.08, $1.98, $1.88, $1.67, $1.46, $1.25 across the same tiers
   - Includes speaker ID and all formats
   - Note: For consistent weekly podcasts producing 20+ episodes/month, also compare TurboScribe ($10/mo billed annually) — subscriptions can be cheaper for high-consistency users.

2. **Otter.ai** (Subscription)
   - Free: 300 min/month
   - Pro: $16.99/month for 1,200 min
   - Business: $30/user/month for 6,000 min

3. **Temi** (Pay-per-use)
   - $0.25/minute
   - Speaker ID included

4. **Descript** (Subscription + Transcription)
   - Free: 1 hour/month
   - Creator: $15/month (10 hours)
   - Pro: $30/month (30 hours)

5. **Rev AI** (Pay-per-use)
   - $0.25/minute base
   - Speaker diarization included

FOR EACH SERVICE, PROVIDE:
- Monthly cost calculation with math shown
- Annual cost projection
- Cost per episode
- Cost per audio hour (effective rate)
- Whether my needs exceed plan limits
- Hidden costs I might miss (speaker ID add-ons, format charges, storage)

THEN RECOMMEND:
- Best option for my specific usage pattern
- Break-even point where switching services makes sense
- What would change my recommendation (more/fewer episodes, longer/shorter)

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Prompt by BrassTranscripts (brasstranscripts.com)
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Example: What This Returns

When I tested with "4 episodes per month, 45 minutes each, 2 speakers, need speaker labels":

BrassTranscripts: 4 × $6.00 = $24/month ($288/year)

• $6/episode, $8/hour effective rate
• All formats included

Otter Pro: $16.99/month for 180 minutes used of 1,200 available

• $16.99/month ($204/year)
• But: 85% of paid capacity unused
• Effective rate: $5.66/hour
• Looks cheaper, but you're paying for 1,020 minutes you don't use

Temi: 180 min × $0.25 = $45/month ($540/year)

• Most expensive option for this volume

Recommendation: For 4 episodes at 45 minutes, Otter Pro appears cheapest but wastes 85% of capacity. BrassTranscripts costs $7/month more but you pay only for what you use. If episode count or length increases, the calculation shifts.

That's the kind of personalized analysis a static table can't provide.

The Research Project Calculator

Research transcription is different from podcasting—it's project-based rather than recurring. You have a fixed number of interviews to transcribe, often with tight deadlines and budget constraints.

AI Prompt: Research Project Budget Calculator

Calculate total transcription budget for my research project.

PROJECT DETAILS:
- Total number of interviews: [NUMBER]
- Average interview length: [MINUTES]
- Interview format: [IN-PERSON / PHONE / VIDEO CALL]
- Number of participants per interview: [NUMBER]
- Do I need verbatim transcription? [YES/NO]
- Do I need speaker attribution? [YES/NO]
- Timeline: [DAYS/WEEKS to complete all transcription]
- Budget constraint: [AMOUNT or "flexible"]

SPECIAL REQUIREMENTS:
- Language(s): [LIST LANGUAGES]
- Technical terminology: [FIELD/DISCIPLINE]
- Confidentiality level: [STANDARD / IRB-COMPLIANT / HIPAA]

CALCULATE FOR:

1. **AI Transcription (BrassTranscripts)**
   - Single-file: $2.50 (0–15 min) or $6.00 (16–120 min) per file
   - Bulk batches (most research projects qualify): Duration-aware tiered pricing across 7 batch sizes. Long-recording rates (16+ min): 1–5: $6, 6–10: $5, 11–15: $4.75, 16–49: $4.50, 50–99: $4, 100–249: $3.50, 250+: $3. Short-recording rates (≤15 min): $2.50, $2.08, $1.98, $1.88, $1.67, $1.46, $1.25 across the same tiers — see brasstranscripts.com/bulk-transcription-guide
   - Include estimated review/correction time at $[HOURLY_RATE]/hour

2. **AI Transcription (Other services)**
   - Compare Otter, Temi, Rev AI at current rates

3. **Human Transcription (Rev)**
   - $1.50/minute for standard
   - $3.00/minute for verbatim
   - Include typical turnaround time

4. **Hybrid Approach**
   - AI transcription + professional review
   - Estimate total cost and time

FOR EACH OPTION, CALCULATE:
- Total transcription cost
- Estimated review/correction hours needed
- Total project cost (transcription + review time)
- Timeline feasibility
- Risk factors (accuracy for technical content, speaker attribution reliability)

PROVIDE:
- Recommended approach for my budget and timeline
- What I'd sacrifice by choosing the cheapest option
- What I'd gain by choosing the most expensive option
- Break-even analysis: at what volume does human transcription make sense?

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Prompt by BrassTranscripts (brasstranscripts.com)
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Why I Built This One

A grad student emailed asking about transcribing 25 interviews for their dissertation. They'd gotten quotes from human transcription services ($2,400) and were trying to decide if AI transcription ($150) was "good enough."

The real question wasn't cost—it was risk. Would they spend 40 hours correcting AI errors, making the "cheap" option more expensive in time? The prompt above forces that calculation.

For their specific case (clear audio, two speakers, non-technical content), AI transcription with 2-3 hours of review per interview was still dramatically cheaper than human transcription. But for a medical researcher with technical terminology and multiple overlapping speakers, the calculation would flip.

The Sales Team Calculator

Sales teams have a different calculation entirely. They're comparing transcription costs against conversation intelligence platforms like Gong ($100-150/user/month). The question isn't "which transcription service is cheapest?" but "can DIY transcription replace enterprise software?"

AI Prompt: Sales Team Transcription ROI Calculator

Calculate whether DIY transcription can replace our conversation intelligence platform.

CURRENT SITUATION:
- Number of sales reps: [NUMBER]
- Current platform: [GONG/CHORUS/REVENUE.IO/OTHER/NONE]
- Current monthly cost: $[AMOUNT] or [UNKNOWN]
- Calls recorded per rep per month: [NUMBER]
- Average call length: [MINUTES]

WHAT WE USE THE PLATFORM FOR:
- [ ] Call recording
- [ ] Automatic transcription
- [ ] AI-generated call summaries
- [ ] Objection tracking
- [ ] Competitor mention alerts
- [ ] Coaching scorecards
- [ ] CRM integration
- [ ] Deal risk scoring
- [ ] Pipeline analytics

CALCULATE DIY ALTERNATIVE:

1. **Transcription costs** (BrassTranscripts)
   - Per-file duration-aware pricing — bulk batches typically apply for sales teams. Long-recording rates (16+ min, e.g. full discovery calls): 100+ monthly hits $3.50/file, 250+ hits $3.00/file. Short-recording rates (≤15 min, e.g. qualification calls): 100+ hits $1.46/file, 250+ hits $1.25/file. Mix-and-match priced per file.
   - Calculate: [reps] × [calls/rep] × applicable bulk tier price (use brasstranscripts.com/bulk-transcription-guide for current tiers)
   - Monthly and annual projection

2. **AI analysis costs** (ChatGPT/Claude)
   - Estimate prompt usage for call analysis
   - $20/user/month for ChatGPT Plus or Claude Pro
   - Or API costs at ~$0.01-0.03 per call analysis

3. **Total DIY cost**
   - Transcription + AI tools
   - Compare to current platform cost

4. **Feature gap analysis**
   - What we lose without enterprise platform
   - What we keep with DIY approach
   - What we might gain (flexibility, no lock-in)

PROVIDE:
- Monthly savings (or additional cost) of DIY approach
- Annual savings projection
- Break-even team size (where enterprise makes sense)
- Recommendation based on our checked features
- Implementation effort estimate (hours to set up DIY workflow)

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Prompt by BrassTranscripts (brasstranscripts.com)
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The Insight That Prompted This

I wrote our Sales Call Transcription guide after realizing most sales teams assume they need Gong. For a 10-person team at $100/user/month, that's $12,000/year.

DIY transcription + AI analysis costs maybe $3,000-4,000/year for the same team. But the calculation only works if you don't need real-time coaching, automatic CRM sync, or enterprise compliance features.

This prompt forces teams to check which features they actually use—often revealing they're paying for capabilities they never touch.

The Content Creator Calculator

Content creators have the most variable transcription needs. Some weeks they produce three videos; some weeks zero. Subscriptions punish this variability.

AI Prompt: Content Creator Transcription Budget Planner

Plan my transcription budget as a content creator with variable output.

MY CONTENT PRODUCTION:
- Primary platform: [YOUTUBE/PODCAST/COURSES/MIXED]
- Content pieces per month: [RANGE, e.g., "2-6"]
- Average content length: [MINUTES]
- Busiest month (last year): [PIECES] pieces, [TOTAL HOURS] audio
- Slowest month (last year): [PIECES] pieces, [TOTAL HOURS] audio

WHAT I USE TRANSCRIPTS FOR:
- [ ] YouTube captions/subtitles
- [ ] Blog post creation
- [ ] Social media quotes
- [ ] Show notes
- [ ] Course materials
- [ ] SEO optimization
- [ ] Accessibility compliance

CALCULATE THREE SCENARIOS:

**Scenario A: Slow Month**
- Minimum expected content
- Calculate costs across services

**Scenario B: Average Month**
- Typical content volume
- Calculate costs across services

**Scenario C: Busy Month**
- Maximum expected content
- Calculate costs across services

FOR EACH SCENARIO, COMPARE:
1. BrassTranscripts (pay-per-use): Single-file $2.50 (0–15 min) or $6.00 (16–120 min); bulk batches use duration-aware tiered pricing across 7 batch sizes — long recordings $3.00–$6.00/file, short recordings $1.25–$2.50/file. Pay-per-use means zero cost in months with no production
2. TurboScribe ($10/mo billed annually): Unlimited uploads, 50-file batch cap — wins for consistent monthly production
3. Otter Pro ($16.99/mo): 1,200 min included
4. Descript Creator ($15/mo): 10 hours included
5. Descript Pro ($30/mo): 30 hours included

ANALYSIS:
- Which service wins in each scenario?
- What's my expected annual cost with variable production?
- At what consistent volume does subscription beat pay-per-use?
- Hidden costs for my specific use cases (SRT export, speaker ID, etc.)

RECOMMENDATION:
- Best primary service for my variability pattern
- Backup option for overflow months
- Annual budget range to plan for

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Prompt by BrassTranscripts (brasstranscripts.com)
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The Variable Production Problem

Here's why this matters: A YouTuber told me they subscribed to Descript Pro ($30/month) because they "sometimes" produce 20+ hours of content monthly.

Looking at their actual production over 12 months: they hit 20+ hours twice. Six months they produced under 5 hours. Four months were 5-15 hours.

Annual cost on Descript Pro: $360 Annual cost on BrassTranscripts (actual hours): ~$180

They were paying double because subscription pricing made them plan for peak months instead of actual usage.

The "Should I Subscribe?" Calculator

This is the meta-prompt—it answers the fundamental question underlying all transcription pricing decisions.

AI Prompt: Subscription vs Pay-Per-Use Decision Calculator

Help me decide: should I subscribe to a transcription service or pay per use?

MY USAGE HISTORY (be honest):
- Transcription hours last 3 months: [MONTH1], [MONTH2], [MONTH3]
- Expected hours next 3 months: [MONTH1], [MONTH2], [MONTH3]
- Highest single month ever: [HOURS]
- Lowest single month ever: [HOURS]
- How predictable is my usage? [VERY/SOMEWHAT/UNPREDICTABLE]

SUBSCRIPTION OPTIONS I'M CONSIDERING:
1. [SERVICE]: $[PRICE]/month for [MINUTES] minutes
2. [SERVICE]: $[PRICE]/month for [MINUTES] minutes

PAY-PER-USE BASELINE:
- BrassTranscripts: Per-file duration-aware pricing — single-file $2.50 (0–15 min) or $6.00 (16–120 min); bulk batches use duration-aware tiered pricing across 7 batch sizes. Long recordings (16+ min): 1–5: $6, 6–10: $5, 11–15: $4.75, 16–49: $4.50, 50–99: $4, 100–249: $3.50, 250+: $3. Short recordings (≤15 min): $2.50, $2.08, $1.98, $1.88, $1.67, $1.46, $1.25 across the same tiers. Cost depends on batch size, each file's duration, and file count, NOT total audio hours.

CALCULATE:

**Utilization Analysis**
- Average monthly usage: [calculate from history]
- Usage variability: [standard deviation or range]
- Subscription utilization rate: [% of included minutes I'd actually use]

**Cost Comparison**
- Subscription annual cost: [fixed]
- Pay-per-use annual cost: [based on actual usage pattern]
- Effective per-hour rate for each option

**Break-Even Analysis**
- Hours/month where subscription becomes cheaper
- How often do I actually hit that threshold?

**Risk Assessment**
- Cost of unused subscription capacity
- Cost of pay-per-use in high-volume months
- Which risk is more expensive for my pattern?

DECISION FRAMEWORK:
- If utilization would be >80%: Subscription likely wins
- If utilization would be 50-80%: Calculate carefully
- If utilization would be <50%: Pay-per-use likely wins
- If usage is highly variable: Pay-per-use reduces risk

RECOMMENDATION:
- Clear recommendation with reasoning
- What would change my recommendation
- Suggested review period (when to recalculate)

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Prompt by BrassTranscripts (brasstranscripts.com)
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The 80% Rule

Through building these calculators, I've landed on a simple heuristic: subscriptions only make sense if you'll use 80%+ of included capacity consistently.

Below 80% utilization, you're paying for unused minutes. And "consistently" is key—hitting 80% six months out of twelve still means you overpaid half the year.

Most people overestimate their consistency. The prompt forces you to look at actual history, not optimistic projections.

The Enterprise Volume Calculator

For organizations transcribing serious volume, the calculation includes factors individuals don't face: team coordination, compliance requirements, and volume discount negotiations.

AI Prompt: Enterprise Transcription Budget Calculator

Calculate transcription costs for our organization and identify optimization opportunities.

ORGANIZATION DETAILS:
- Departments using transcription: [LIST]
- Total users who transcribe: [NUMBER]
- Monthly audio hours (organization-wide): [HOURS]
- Current solution: [CENTRALIZED/DEPARTMENTAL/AD-HOC]
- Current annual spend: $[AMOUNT] or [UNKNOWN]

USAGE BREAKDOWN BY DEPARTMENT:
- [DEPT 1]: [HOURS/MONTH], [PRIMARY USE CASE]
- [DEPT 2]: [HOURS/MONTH], [PRIMARY USE CASE]
- [DEPT 3]: [HOURS/MONTH], [PRIMARY USE CASE]

REQUIREMENTS:
- Compliance needs: [HIPAA/SOC2/GDPR/NONE]
- Data residency requirements: [US/EU/NONE]
- SSO/enterprise authentication: [REQUIRED/PREFERRED/NOT NEEDED]
- Admin controls: [REQUIRED/PREFERRED/NOT NEEDED]
- API access: [REQUIRED/PREFERRED/NOT NEEDED]

CALCULATE:

**Current State Analysis**
- Total current spend across all departments
- Per-hour effective rate
- Unused capacity (if subscription-based)

**Consolidation Scenario**
- Single enterprise contract pricing (request quotes)
- Estimated discount for combined volume (typically 15-30%)
- Implementation and change management costs

**Hybrid Scenario**
- Enterprise solution for high-volume departments
- Pay-per-use for low-volume/variable departments
- Combined cost optimization

**Build vs Buy Analysis** (if relevant)
- Self-hosted AI transcription infrastructure costs
- Break-even volume for self-hosting
- Hidden costs (maintenance, updates, DevOps time)

RECOMMENDATIONS:
- Optimal structure for our organization
- Negotiation leverage points with vendors
- Expected savings from optimization
- Implementation roadmap

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Prompt by BrassTranscripts (brasstranscripts.com)
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📖 View All Pricing Calculator Prompts on GitHub | ⚙️ Download YAML Formats

Frequently Asked Questions

When does a transcription subscription beat pay-per-use pricing?

Subscriptions make economic sense only when you will consistently use 80% or more of the included minutes every month. Below that utilization threshold, pay-per-use pricing is cheaper because you avoid paying for capacity you do not use. Variable production schedules — common among content creators and researchers — almost always favor pay-per-use.

What is BrassTranscripts' pricing model?

BrassTranscripts uses flat-rate pay-per-use pricing: $2.50 for files up to 15 minutes and $6.00 for files between 16 and 120 minutes. There is no subscription, no account required, and speaker identification and all four output formats (TXT, SRT, VTT, JSON) are included in the base price.

How do I calculate transcription costs for a research project with many interviews?

Multiply the number of interviews by the applicable tier price. For a project with 25 one-hour interviews, the BrassTranscripts cost is 25 × $6.00 = $150. The AI prompts in this guide walk through the full calculation including estimated review time, which determines whether AI transcription remains cheaper than human transcription after accounting for correction effort.

Can DIY transcription replace enterprise conversation intelligence platforms?

For sales teams that primarily need recordings, transcripts, and AI-generated call summaries, DIY transcription plus an AI assistant can cost significantly less than enterprise platforms. The calculation depends on which platform features the team actually uses — real-time coaching, automatic CRM sync, and deal risk scoring are harder to replicate with DIY tools.

How do I estimate annual transcription costs for variable content production?

Use actual production history rather than optimistic projections. Document your slowest month, average month, and busiest month of content production over the past year. Calculate costs under each scenario for pay-per-use and any subscription you are considering, then compare the annual totals weighted by how often each scenario actually occurs.

What hidden costs should I factor into transcription pricing comparisons?

Hidden costs include: review and correction time (cheaper AI services may require more editing), output format charges (some services charge extra for SRT or speaker identification), unused subscription capacity, and overage fees when monthly usage exceeds plan limits. BrassTranscripts includes speaker identification and all formats in the base flat rate with no overages.

How I Use These Prompts

When someone asks me "what will transcription cost?", I don't point them to a pricing table anymore. I ask which of these scenarios fits their situation, then have them run the relevant prompt with their actual numbers.

The prompts work with ChatGPT, Claude, or any capable AI assistant. Paste the prompt, fill in your specifics, and you get a personalized calculation that accounts for your actual usage pattern—not hypothetical "average user" assumptions.

A few tips from using these myself:

1. Be honest about history. The prompts ask for actual past usage because people consistently overestimate future needs. If you've never transcribed more than 5 hours in a month, don't plan for 20.

2. Run multiple scenarios. Your needs might change. Knowing the break-even points helps you recognize when to switch approaches.

3. Include your time. Some prompts ask about review/correction time. A "cheaper" option that requires 3x the review time isn't actually cheaper.

4. Recalculate quarterly. Usage patterns shift. A decision that made sense in January might not make sense in July.

The goal isn't finding the absolute cheapest option—it's finding the option that costs least for your specific situation. These prompts force that personalized calculation.

Related Resources:

• AI Transcription Pricing Guide — The comprehensive pricing comparison these calculators build on
• Sales Call Transcription Guide — DIY conversation intelligence for sales teams
• AI Prompt Guide — 121 specialized prompts for transcript analysis