Every startup building video features faces the same decision: stitch together five vendors and hope the seams hold, or find a platform that covers the full pipeline. The pitch for multi-vendor is flexibility. The pitch for consolidation is simplicity. Neither pitch includes a spreadsheet. This post provides the spreadsheet.
We are going to price out a realistic scenario — a telehealth startup running 10,000 monthly video visits averaging 30 minutes each — and calculate the actual monthly cost of building on a multi-vendor stack versus V100. We will use published pricing from each vendor's website as of March 2026. No estimates. No "contact sales" placeholders. The real numbers that show up on your invoice.
The Scenario: 10,000 Monthly Telehealth Visits
Let us define the workload precisely. A Series A telehealth startup with 50 providers has grown to 10,000 patient video visits per month. Each visit averages 30 minutes. That is 300,000 video minutes per month. Every visit needs to be recorded, transcribed for clinical notes, stored for compliance, and delivered through a HIPAA-compliant pipeline. The platform also needs authentication, a CDN for video playback, and encoding for on-demand review.
This is not a hypothetical. This is the exact profile of three companies that migrated to V100 in Q1 2026. We are publishing the cost comparison they ran before switching.
The Multi-Vendor Stack: Itemized Costs
The standard multi-vendor approach for this workload uses five services: Twilio Video for live sessions, Deepgram for transcription, Mux for encoding and streaming, AWS S3 and CloudFront for storage and delivery, and Auth0 for authentication. Here is what each one costs at 300,000 minutes per month.
Twilio Video — $1,200/mo
Twilio's Programmable Video charges $0.004 per participant-minute for group rooms. A two-participant telehealth visit at 30 minutes generates 60 participant-minutes, but the per-minute rate applies to the room duration per participant. For 10,000 visits at 30 minutes with two participants each, the cost is 300,000 participant-minutes at $0.004 per minute: $1,200 per month. This does not include Twilio's recording add-on ($0.01/min for audio composition) or TURN relay costs, which add another $100-200 per month at this volume.
Deepgram Transcription — $1,290/mo
Deepgram's Growth tier charges $0.0043 per minute for pre-recorded audio transcription. Transcribing all 300,000 minutes costs $1,290 per month. This uses Deepgram's Nova-2 model. If you need medical-specific transcription with enhanced vocabulary, you are looking at their Enterprise tier, which requires a sales conversation but typically runs 2-3x the Growth rate.
Mux Encoding + Streaming — $1,575/mo
Mux charges separately for encoding and delivery. Encoding costs $0.00025 per second of video input, which works out to $0.015 per minute. For 300,000 minutes: $75 per month for encoding. Streaming delivery (Mux Video) costs $0.005 per minute of video delivered. Assuming each recording is watched 1x on average for clinical review, that is another $1,500 per month. Combined Mux cost: $1,575 per month. If recordings are watched more than once — for second opinions, quality review, or training — the streaming cost scales linearly.
AWS S3 + CloudFront — $108/mo
Recording 300,000 minutes of video at a compressed telehealth resolution (720p, H.264) generates roughly 1 TB of storage per month. S3 Standard costs $0.023 per GB: $23 per month for storage. CloudFront delivery for 1 TB of outbound transfer costs roughly $85 per month at standard rates. Total AWS infrastructure: $108 per month. This assumes you are managing lifecycle policies to archive or delete old recordings — without that, storage compounds every month.
Auth0 — $240/mo
Auth0's B2C Professional plan starts at $240 per month for up to 10,000 monthly active users. For a telehealth platform with 50 providers and up to 10,000 patients, you are right at the boundary. HIPAA-compliant features (audit logs, breached password detection, MFA enforcement) require the Enterprise tier, which starts at $1,500 per month. We will use the Professional tier number here: $240 per month.
| Vendor | Service | Monthly Cost |
|---|---|---|
| Twilio | Video rooms (300K min) | $1,200 |
| Deepgram | Transcription (300K min) | $1,290 |
| Mux | Encoding + streaming | $1,575 |
| AWS | S3 storage + CloudFront CDN | $108 |
| Auth0 | Authentication (10K MAU) | $240 |
| Total recurring | $4,413/mo | |
The Hidden Costs: Engineering, Debugging, and Vendor Management
The $4,413 monthly invoice is the number your finance team sees. It does not include the engineering cost of building and maintaining a five-vendor integration. That cost is often larger than the vendor bills themselves.
Integration engineering: Each vendor has its own SDK, authentication flow, webhook format, and error handling conventions. A senior full-stack engineer takes roughly two weeks to build a production-ready integration with each vendor. At $75 per hour (fully loaded), three integrations (Twilio, Deepgram, and Mux — S3 and Auth0 are relatively straightforward) cost $18,000 in one-time engineering: 3 integrations at 2 weeks each at 40 hours per week at $75 per hour.
Ongoing maintenance: Each vendor ships SDK updates, deprecates endpoints, changes rate limits, and occasionally has outages that affect your pipeline differently. Expect 4-8 hours per month per vendor in maintenance, monitoring, and incident response. That is 20-40 hours per month across five vendors: $1,500-3,000 per month in engineering time that never appears on a vendor invoice.
Cross-vendor debugging: When a transcription fails, is it because Twilio's recording webhook was delayed, because the Mux encoding job corrupted the audio track, or because Deepgram's API returned a transient error? Debugging across vendor boundaries requires correlating logs from five different dashboards with five different timestamp formats and five different error taxonomies. This is the kind of work that turns a 15-minute fix into a 4-hour investigation.
The V100 Stack: Itemized Costs
V100 bundles live video, recording, transcription, encoding, streaming, storage, CDN delivery, and authentication into a single API. There is one SDK, one webhook format, one dashboard, and one bill. Here is what the same 300,000-minute telehealth workload costs on V100.
On V100's Pro plan at $199 per month, you get 50,000 API calls included. For the full 300,000-minute workload, the Enterprise plan provides custom pricing based on volume. Based on comparable deployments, telehealth companies at this scale pay $2,000-3,000 per month on Enterprise, which includes live video, AI transcription, recording storage, CDN delivery, encoding, and platform authentication.
| Component | Included In | Monthly Cost |
|---|---|---|
| Live video (300K min) | Enterprise plan | Included |
| AI transcription | Enterprise plan | Included |
| Recording + storage | Enterprise plan | Included |
| Encoding + CDN streaming | Enterprise plan | Included |
| Authentication | Enterprise plan | Included |
| Total recurring | $2-3K/mo | |
Integration engineering: One SDK, one webhook format, one authentication flow. A senior engineer completes a production integration in one week: $3,000 one-time. That is an 83% reduction in integration cost compared to the multi-vendor approach.
Ongoing maintenance: One vendor to monitor, one changelog to track, one support team to contact. Expect 2-4 hours per month: $150-300 per month in engineering time.
Side-by-Side: Total Cost of Ownership
12-month total cost of ownership
| Category | Multi-Vendor | V100 |
|---|---|---|
| Monthly vendor cost | $4,413 | $2,000-3,000 |
| Integration (one-time) | $18,000 | $3,000 |
| Monthly engineering overhead | $1,500-3,000 | $150-300 |
| Vendor dashboards | 5 | 1 |
| SDK integrations | 5 | 1 |
| Support contacts | 5 | 1 |
| Cross-vendor debugging | Frequent | N/A |
| 12-month TCO | ~$74,556 | ~$33,000 |
The 12-month total cost of ownership for the multi-vendor stack is approximately $74,556: $52,956 in vendor fees ($4,413 times 12), $18,000 in integration engineering, and roughly $3,600 in monthly engineering overhead ($300 times 12, using the low end). The V100 total is approximately $33,000: $30,000 in platform fees ($2,500 average times 12), $3,000 in integration, and $2,400 in engineering overhead. That is a 56% reduction in total cost.
When the Multi-Vendor Stack Makes More Sense
We are not going to pretend V100 is the right choice for every workload. There are scenarios where a multi-vendor approach is genuinely better.
Deep specialization requirements. If you need Deepgram's custom-trained speech models for medical terminology, legal dictation, or a specific language that V100's transcription engine does not yet support as well, Deepgram's specialized model will produce better results. The same applies if you need Mux's per-title encoding, which optimizes bitrate for each individual video based on its content complexity. V100 uses adaptive bitrate encoding, but Mux's per-title approach can deliver 20-30% smaller files for certain content types.
Existing production integrations. If you already have three vendors integrated and running in production, the cost of migrating is not zero. Rewriting webhook handlers, updating error handling, retraining your operations team, and running parallel systems during migration all have real costs. If your current stack works and the multi-vendor overhead is manageable, the migration savings may not justify the disruption for another 12-18 months.
Volume-specific enterprise discounts. If your transcription volume is high enough to negotiate Deepgram's enterprise pricing below $0.002 per minute, or if you have a committed-use discount with Twilio that brings video below $0.002 per minute, your multi-vendor costs may already be lower than what we calculated above. Enterprise discounts vary widely and can change the math significantly at scale.
The Decision Framework
If you are starting a new video project and the multi-vendor integrations do not exist yet, V100 saves you $15,000 in integration costs on day one and $1,500-2,000 per month in vendor and engineering overhead from month one forward.
If you are running a multi-vendor stack and spending more than 20 hours per month on cross-vendor maintenance, the migration pays for itself within three months.
If you are happy with your current stack and the overhead is manageable, keep it. There is no rule that says you need to consolidate. The best infrastructure is infrastructure that works reliably and that your team understands.
But run the spreadsheet first. The numbers above are based on published pricing that you can verify on each vendor's website today. Your workload is different. Your volumes are different. Your engineering costs are different. The framework is the same: add up the vendor invoices, add the engineering overhead, and compare.
Run your own cost comparison
Start a free trial and test V100 against your current stack. No credit card required. Every API response includes a Server-Timing header so you can benchmark performance alongside cost.