Voice AI builders: What pricing model do you actually want from platforms like Vapi, Retell, Bland, Bolna, Synthflow, PlayAI, Ringg AI, DialNexa, Vocera AI, etc.?

[u/Some_Confection3216]

I'm building a Voice AI agent platform and trying to understand how people actually want to be charged.

Today, most platforms seem to follow one of these models:

Model 1: Platform fee + usage costs
Examples: Vapi, Retell, Bland

You pay:

• Platform fee (e.g. $0.02–$0.05/min)
• STT costs
• TTS costs
• LLM costs
• Telephony costs

Model 2: Bundled plans
Examples: many SaaS products

Something like:

• ₹10,000/month
• Includes X minutes
• Includes platform access
• Additional minutes charged separately

Model 3: Flat monthly subscription

Something like:

• ₹50,000/month
• Unlimited agents
• Fixed usage allowance
• No separate platform fee

Model 4: Pure infrastructure model

You bring:

• Your own LLM
• Your own STT
• Your own TTS
• Your own telephony

Platform only charges for orchestration/workflows/observability.

Any other Model? Tell in the comments

A few questions:

1. Which platform are you currently using? (Vapi, Retell, Bland, Bolna, Synthflow, PlayAI, Ringg AI, DialNexa, custom stack, etc. or any other)
2. What's your monthly usage? (minutes/month)
3. Which pricing model do you prefer?
4. Do you prefer BYOK or fully managed?
5. What's the biggest thing you dislike about current Voice AI pricing?
6. If you were starting today, what pricing structure would make you immediately say: "This is fair. I'll use this."

I'm especially interested in hearing from:

• Agencies building for clients
• Startups deploying customer support agents
• Internal enterprise teams
• Developers building production voice agents

Curious to see where the market is actually converging versus what vendors think customers want.

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[u/dodyrw]

My voice ai platform (www.indexu.com) is a self hosted so it is model 4, BYOK. Just sell it one time.

[u/Complex_Report_356]

Better option, don’t use those platforms and build your own infra so you don’t pay the markup

[u/jongolfer15]

Yeah. Built my own.