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Vibedata

Microsoft Marketplace

Pricing and the Starter Pack

Credit packs, billed on your Azure invoice.

One unit: the credit pack

A credit pack adds 282.4 million credits to your deployment, for $300 — $1.06 per million credits. Agents spend credits as they work. There are no seats: anyone your roles allow can use Vibedata. Pricing maps each part of a pack to what you buy today.

A credit pack, priced at $300, adds 282.4 million credits to the credit pool of your deployment. That is $1.06 per million credits. Everyone in the deployment draws on that one pool; there are no seats.
One credit pack adds 282.4 million credits to your deployment, for $300

What a credit counts

One credit is one token of uncached input, output or reasoning. A cache read counts as a tenth of a credit, and cache writes are free. Your provider decides what is a cache hit.

One uncached input, output or reasoning token counts as 1 credit. A cache read counts as 0.1 of a credit. A cache write counts as 0 credits: it is free. Your provider decides what is a cache hit.
Credits per token: this keeps the count close to the work done, whichever provider you use

Free Starter Pack

Every new deployment gets one free Starter Pack of 70.6 million credits, sized for one engineer's week of work. It never expires and is used before any pack you buy. Add packs any time, even while Starter Pack credits remain.

Every new deployment gets one free Starter Pack of 70.6 million credits. It never expires and is used before any pack you buy. A credit pack holds 282.4 million credits and costs $300. Each disc's area is proportional to its credits.
The Starter Pack and a credit pack, drawn to scale by credits

How a pack is billed

When the pool runs low, an admin grants a pack in Studio. It appears as a usage line on your Azure invoice, at the price on the Microsoft Marketplace listing. A granted pack cannot be returned.

When the pool runs low, an admin grants a pack in Studio. It appears as a usage line on your Azure invoice, at the price on the Microsoft Marketplace listing. A granted pack cannot be returned.
A pack is granted in Studio and billed on your Azure invoice

You set the ceiling

An admin sets the maximum number of packs that may be granted to a deployment in a calendar month. At the ceiling, no further pack can be granted until the month turns or an admin raises it.

An admin sets the maximum number of packs that may be granted to a deployment in a calendar month. At the ceiling, no further pack can be granted until the month turns or an admin raises it; that next pack is drawn with a dashed outline. Agents keep working with credits already in the pool. Work stops only when the pool is empty and no pack can be granted. Azure budgets alert on Marketplace charges but do not stop them, so the ceiling is the control.
At the ceiling, no further pack can be granted; agents keep working with the pool

Credits belong to the deployment

Credits pool across everyone in one deployment and cannot move to another. Starter Pack credits are spent first. Each purchased pack expires 12 months after it is granted, and purchased packs are spent soonest-expiring first.

One pool of credits is shared by everyone in one deployment. The credits cannot move to another deployment, which is drawn with a dashed outline. Starter Pack credits are spent first, then purchased packs, soonest-expiring first. Each purchased pack expires 12 months after it is granted.
One pool per deployment, spent Starter Pack first

Your model provider bills the tokens

Vibedata runs on your own model keys. Credit packs pay for your data engineering agent; your model provider bills the tokens.

Vibedata runs on your own model keys. Credit packs pay for your data engineering agent. Your model provider bills the tokens.
Credit packs pay for Vibedata; your model provider bills the tokens

Reservations

A reservation is a year of packs paid up front, at a discount, sold as a private offer on Microsoft Marketplace. Talk to us.

A credit pack at the Microsoft Marketplace listing price, or a reservation: a private offer on Microsoft Marketplace that discounts the pack price.
Two ways to buy the same credit pack on Microsoft Marketplace

Terms

Deployments from Microsoft Marketplace are governed by the Standard Contract for Microsoft Marketplace and our Microsoft Marketplace terms.


Microsoft, Azure and Microsoft Fabric are trademarks of the Microsoft group of companies.

Deployments from Microsoft Marketplace are governed by the Standard Contract for Microsoft Marketplace and our Microsoft Marketplace terms.
Two documents govern a deployment from Microsoft Marketplace