Models

Our models listen, think and speak.

Fourier STT listens, Gemma thinks and Fourier TTS speaks, on our GPUs in India.

  • 5languages live in speech and in the voice
  • +34Elo over Sarvam Bulbul V3 on Voice Arena’s Hindi board
  • 9.12%word error rate on the RinggAI Hindi benchmark
  • 275 msFourier TTS first audio at p99, 24 streams at once

Three models

Each model is priced on its own, never by the minute.

The voice by the character, the ears by the hour, the model by the token.

Text to speech

Fourier TTS

₹1.80per 1,000 characters²

Pay as you go

Monthly
No commitment
At once
5 concurrent requests

Business

Monthly
₹50,000, credited to your wallet
At once
25 concurrent requests
  • Shared endpoint · No contractual SLA. Top-ups use the same rate.
  • Enterprise: Custom volume pricing, concurrency, dedicated endpoint and SLA.
About Fourier TTS

Speech to text

Fourier STT

₹18an hour of recorded audio²

  • Offline transcription (POST /v2/transcriptions) is charged per second of audio, once, when a job completes. Degraded and failed jobs are free.
  • Speaker-labelled transcript with a speaker id per voice · Recordings up to 2 hours · Shared endpoint · No contractual SLA.
About Fourier STT

Language model

Mira LLM

Gemma 4 26B A4B

₹15input · $0.15²

₹9.30cached input · $0.093

₹55output · $0.55, per 10,00,000 tokens

Pay as you go

Monthly
No commitment
Rate limit
1,000 requests a minute

Business

Monthly
₹50,000, credited to your wallet
Rate limit
5,000 requests a minute
  • Google’s open Gemma 4 26B A4B, served on our own GPUs in India.
  • Rate limits apply per workspace across all API keys. Shared endpoint · No contractual SLA.
  • Enterprise: Custom volume pricing, rate limits, dedicated endpoint and SLA.
About Gemma 4 26B

Language model · Gemma 4 26B

We serve Google’s Gemma 4 26B on our own GPUs in India.

You build the agent. We run the model, the capacity and the serving.

  1. 01

    Intelligence, efficiently routed

    The 26B A4B architecture activates roughly 4B parameters per token. A mixture of experts, built to use compute selectively.

  2. 02

    Serving, tuned for voice

    We tune precision, batching and decoding around live-call workloads, with first-token latency and sustained throughput in view.

  3. 03

    Responses that can act

    Streaming text and tool calling let the agent respond, look something up or trigger the next step in a conversation.

It runs inside every Frequency agent today. To call it on its own, talk to us and we switch it on for your workspace.

Languages

Five languages are live in speech and in the voice.

Hinglish too, the mix in between. Bengali, Marathi and Kannada come next.

Next: Bengali বাংলা · Marathi मराठी · Kannada ಕನ್ನಡ. Each ships when it clears evaluation with native speakers.

Hear every language.

One line each, straight from Fourier TTS.

Text128 characters

नमस्ते, मैं नेहा बोल रही हूँ। आपका पार्सल कल शाम तक पहुँच जाएगा। अगर उस समय आप घर पर नहीं होंगे, तो बता दीजिए, हम दिन बदल देंगे।

48 kHz · MonoReady when you are

0:00 / 0:09

voice
Neha
language
Hindi
speech
0:09
characters
128

Fourier TTS, voice neha, rendered 16 Oct 2026. One request, not edited.

Text128 characters

Hello, मैं समीर, Acme Motors service centre से। आपकी bike की free service इस month due है। Slot book कर दूँ, Saturday या Monday?

48 kHz · MonoReady when you are

0:00 / 0:08

voice
Sameer
language
Hinglish
speech
0:08
characters
128

Fourier TTS, voice sameer, rendered 16 Oct 2026. One request, not edited.

Text158 characters

Hi, I am Shruti from Acme Dental Clinic. Your appointment is tomorrow at eleven thirty in the morning. Shall I confirm it, or would you like a different time?

48 kHz · MonoReady when you are

0:00 / 0:08

voice
Shruti
language
English
speech
0:08
characters
158

Fourier TTS, voice shruti, rendered 16 Oct 2026. One request, not edited.

Text117 characters

નમસ્તે, હું આશુ બોલું છું. તમારી લોનનો હપ્તો આવતા અઠવાડિયે ભરવાનો છે. તમે કહો તો હું અત્યારે જ ભરવાની રીત સમજાવી દઉં.

48 kHz · MonoReady when you are

0:00 / 0:08

voice
Ashu
language
Gujarati
speech
0:08
characters
117

Fourier TTS, voice ashu, rendered 17 Oct 2026. One request, not edited.

Text167 characters

வணக்கம், நான் நேஹா பேசுகிறேன். உங்கள் பார்சல் நாளை மாலைக்குள் வந்து சேரும். அந்த நேரத்தில் நீங்கள் வீட்டில் இல்லையென்றால் சொல்லுங்கள், வேறு நாளுக்கு மாற்றி விடுகிறோம்.

48 kHz · MonoReady when you are

0:00 / 0:10

voice
Neha
language
Tamil
speech
0:10
characters
167

Fourier TTS, voice neha, rendered 17 Oct 2026. One request, not edited.

Text114 characters

నమస్కారం, నేను సమీర్ మాట్లాడుతున్నాను. నిన్న మీరు మా కొత్త ఇళ్ళ గురించి అడిగారు. ఇప్పుడు కొంచెం సేపు మాట్లాడవచ్చా?

48 kHz · MonoReady when you are

0:00 / 0:08

voice
Sameer
language
Telugu
speech
0:08
characters
114

Fourier TTS, voice sameer, rendered 17 Oct 2026. One request, not edited.

How we ship

We ship voice by measurement, not by vibes.

Three things that happened, and the numbers that made us act.

  1. A regression the ear missed

    38.4%, per-turn pitch spread, against 7.6% shipped

    A new voice release sounded fine on a single line. Pitch analysis measured the speaker drifting turn to turn — 38.4% spread against the shipped model’s 7.6%. We rolled back the same hour.

    Read the engineering note
  2. Six hours of vendor silence

    ~6 hours, dark, no calls dropped

    A GPU provider’s API and console went unreadable. Our fleet controller treats “cloud unreadable” as “leave the node alone”, not “tear it down”, so production kept serving. Customers never knew.

    Read the engineering note
  3. The deploy log is the git log

    Nothing is hand-edited on a live box. What runs is always a commit that exists in history, so “fixed locally, not on the box” stopped being a failure mode we can have.

    Read the engineering note

Questions

Questions people ask about the models.

Which languages do the models speak?

Hindi, English, Gujarati, Tamil and Telugu are live in Fourier TTS and Fourier STT, and so is Hinglish. Fourier TTS also code-switches between Devanagari Hindi and Roman English in one sentence. Bengali, Marathi and Kannada come next.

How is text to speech billed?

₹1.80 per 1,000 characters from a prepaid wallet. Pay as you go has 5 concurrent requests; Business has 25, with a ₹50,000 monthly commitment. All prices exclude GST.

How is transcription billed?

₹18 an hour of recorded audio, charged by the second once a job completes. Degraded and failed jobs are free, and a recording can run up to 2 hours. All prices exclude GST.

Can I use the language model on its own?

On request. Gemma 4 26B runs inside every Frequency agent, and on its own it is priced by the token. Talk to us and we switch it on for your workspace.

Does it work with the OpenAI SDK?

Fourier TTS speaks OpenAI’s POST /v1/audio/speech protocol, so the OpenAI SDKs work with a new base URL and model name. The same key works for the rest of the v2 API.

Still deciding? Ask us.

Fifteen minutes with the team that builds it. Bring your script, or your hardest call.

Book 15 minutes
  1. AI agents from ₹1 a minute: on our volume plan, ₹1,00,000 a month. Pay as you go is ₹5 a minute. Prices exclude GST.

  2. Models are priced on their own: by the character, the hour of audio and the token, never by the minute of a call. Monthly commitments are credited to your wallet. Unused credit never expires. The LLM is billed in INR; USD amounts are for reference. All prices exclude GST.