MIRASTACK LABS

AI capacity, sold by time. Not by the token.

We host and run open-weight models on our own GPUs, and sell that capacity the way broadband is sold: you pay for the window, never per unit. From one developer's day pass to a private AI factory in your data centre.

Talk to us Four ways we work with you
  1. endlesstokensIndividuals
  2. unlimitedtokensTeams
  3. infinitetokensModel engineering and serving
  4. AI FactorySovereign and regulated

01 — Offerings

Four ways we work with you

  • Individuals

    endlesstokens

    A flat time pass with unlimited tokens on open models, for developers and their coding agents. Self-serve, in minutes.

    Visit endlesstokens.ai

  • Teams

    unlimitedtokens

    Open models for your whole workforce, billed per seat by time, never per token. For organisations from 60 seats, on quarterly or yearly agreements.

    Talk to us

  • Model engineering and serving

    infinitetokens

    Infinite tokens for a finite time. An AI platform for scoped model engineering and serving: training clusters and inference reserved for your work on your own endpoint, <company>.infinitetokens.ai, for 3, 6, 9 or 12 months. Billed for the platform and the term, never per token.

    Talk to us

  • Sovereign and regulated

    AI Factory

    An AI factory in your own data centre, on your hardware or ours, on your domain. We design it, bring it live and run it. Nothing leaves your walls.

    Explore the AI Factory

02 — Why time, not tokens

Stop rationing your thinking.

Metered APIs bill every token, so every agent loop and every experiment becomes a cost decision. We sell capacity by time: the cost is agreed before you start, and your people and systems stop rationing their thinking.

  • Predictable costAgreed up front, per seat or per term.
  • No token meteringUse the capacity you bought.
  • Terms that fitSeats, sessions, keys and terms are set per agreement.

03 — Our technical moat

The full path, from GPU to API.

Every model we offer runs on GPUs we host and operate. We do not proxy your requests to another provider and we do not resell anyone else's capacity. Frontier proprietary models stay with their labs.

  • Hosted, not resoldOur own GPUs and our own gateway, with no hidden third party in the path.
  • Measured before it is soldWe replay real agent sessions and size capacity per GPU before we put it on sale.
  • Researched in the openWe work with an independent inference lab that publishes its results, one claim at a time.
See the technology

04 — Who we build for

Built for people who run AI for a living.

  • EnterprisesBringing AI to every desk.
  • Model and research teamsTraining, tuning and evaluating at scale.
  • Regulated financial institutionsAI that stays inside your audit and data boundary.
  • Defence and public sectorAir-gapped AI, run on your own ground.
  • Critical infrastructure operatorsHuman-approved AI for systems that cannot stop.
  • Sovereign data centre operatorsAI factories built, run and kept in-country.
  • Developers and AI-native start-upsA flat time pass, never a token bill.

Talk to us

Tell us what you need to run.

Every agreement is shaped to the workload: seats, sessions, capacity, term and location.

Talk to us hello@mirastacklabs.ai