open Voice AI economics

Voice AI costs, decoded.

Build a real per-minute estimate across platform, speech, intelligence, carrier, and recording. Every number is inspectable. Every source is public.

live_cost_trace.log
10Kminutes / month
5.0avg call minutes
3stacks compared

What 10,000 outbound minutes can cost

Same Deepgram, GPT-5 mini, integrated voice, and Twilio outbound assumptions. Bundled platforms include their speech and model layers.

Vapi$958.33$0.0958/connected min
Retell AI$1,008.33$0.1008/connected min
Bland Start$1,540$0.1540/connected min
Data statuscurrentverified 2026-08-07

Plan the whole call, not one line item

Useful calculators and guides for the decisions before a Voice AI launch: stack selection, carrier spend, latency, burst capacity, outcome economics, and telephony deployment.

01

Stack cost calculator

Compare three configurable stacks with itemized platform, model, carrier, and recording costs.

02

Realtime voice calculator

Estimate native audio-in/audio-out costs across GPT-Realtime and Gemini Live models.

03

Concurrency planner

Turn monthly calls, handle time, and peak traffic into the number of lines you need.

04

Telephony calculator

Estimate inbound and outbound carrier spend with call recording and phone numbers.

05

Voice AI ROI

Compare automated call costs against fully loaded human-agent time.

06

Cost per successful call

Model the full funnel from attempts to connected and successful outcomes.

07

Voice AI latency

Budget endpointing, STT, LLM, TTS, and network delay for each spoken turn.

08

Country telephony cost

Compare public carrier assumptions for the US, UK, Australia, India, and Singapore.

09

Voice AI stack recommender

Shortlist managed, hybrid, and self-hosted stacks with inspectable scoring rules.

010

Asterisk config generator

Create PJSIP, dialplan, RTP, ARI, and external-media files without collecting secrets.

011

Provider pricing index

Browse source-linked pricing snapshots and understand what each advertised rate includes.

012

Voice AI cost guide

Learn the six layers that determine real cost per connected minute.

013

Asterisk configuration

Build the SIP, PJSIP, ARI, RTP, NAT, and external-media path for a real call.

014

OSS framework directory

Compare TEN Framework, Pipecat, LiveKit Agents, Bolna, Dograh, and other open runtimes.

015

Global platform alternatives

Find Voice AI platforms across India, the United States, and Europe, with official sources.

016

SIP trunk comparison

Compare editable carrier assumptions by country without pretending every route has a public rate.

017

Architecture builder

Turn your carrier, runtime, intelligence, deployment, and region choices into a shareable call path.

018

Production readiness

Find missing compliance, security, reliability, capacity, and launch gates.

019

Country compliance

Start reviews for Voice AI calls in the US, India, EU, and UK from regulator sources.

020

Industry call templates

Use focused flows for healthcare, real estate, payments, restaurants, recruiting, and support.

021

Pricing snapshot history

Trace when a public pricing assumption entered the Voice OSS dataset.

022

Country deployment guides

Plan costs, carrier validation, languages, caller identity, and launch checks across 29 countries.

023

Public latency benchmarks

Compare published evidence by full voice turn, orchestration path, or carrier network scope.

024

Voice AI Call Doctor

Turn common SIP, RTP, ARI, codec, ICE, and media log signatures into the next useful checks.

Published rates, with context

Advertised per-minute rates are rarely equivalent. These profiles explain whether the price includes infrastructure, STT, TTS, LLMs, telephony, or none of them.

Compare the choices people actually shortlist

Each page explains the pricing structure, ownership trade-off, and a like-for-like 10,000-minute scenario.

Economics now. Open call infrastructure next.

Voice OSS is created by Himanshu Maurya (codingstark), who is also working toward an open-source Voice AI calling stack designed around Cloudflare's edge platform.

creator

Himanshu Maurya (codingstark)

Builder of OSS.codes and practical open-source developer tools.

active direction

Realtime media, Workers, Durable Objects, WebSockets, and open agent adapters on a Cloudflare-based stack. This site is the research and cost-modeling layer for that work.