Your model provider bills the tokens. Vibedata charges a per-token rate on the same tokens, prepaid in credit packs.

Tokens are the units your AI model provider, such as OpenAI or Anthropic, bills you for. Cursor and OpenRouter already charge a per-token rate when you use your own provider account. Vibedata does the same, with no seats.

What you buy today	For example	In Vibedata
Named-user seats	GitHub Copilot, dbt Cloud	No seats. Unlimited users, Domains and pipelines. Roles control what each person can do; credits control how much work runs.
Platform fee	Cursor, OpenRouter	Credit pack: $300. Credits pay Vibedata's platform fee: a per-token rate on the tokens your provider bills. One shared balance for the whole organization.
Estimating usage	A cloud pricing calculator	Start with one pack per average engineer per month. We size a pack, and the tokens it covers, to about one month of an average engineer's agent work.
Spend controls	OpenAI and Anthropic spend limits	Monthly spend limits for the whole organization and for each Domain (one business area's data, such as Finance). No per-person limit, because people work across Domains.
Purchase approval	A purchase order	An administrator in your organization approves every pack.
Reserved capacity	Provisioned model throughput (PTUs), reserved instances	Reservation. A year of packs paid up front, at a discount. Reserved credits work the same way as pack credits. Talk to us.
Proof before you buy	A proof of concept	Starter Pack. About one week of an average engineer's work, free. It is used before any paid credits and does not expire.

No seats

Unlimited users, Domains and pipelines. Roles control what each person can do; credits control how much work runs.

Several people, Domains and pipelines are each linked to one central shared balance of credits. Users, Domains and pipelines are unlimited. Roles control what each person can do; credits control how much work runs. — No seats: everyone your roles allow draws on one shared balance

The credit pack

A pack adds 282.4 million credits for $300, which is $1.06 per million credits. 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 shared balance serves the whole organization. Each purchased pack expires 12 months after it is granted; purchased packs are spent soonest-expiring first.

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

How a pack is sized

Start with one pack per average engineer per month. A pack, and the tokens it covers, is sized to about one month of an average engineer's agent work. Any number of people draw on it.

One credit pack, labelled one pack per average engineer per month, with several people drawing from it. Any number of people draw on a pack. — A pack is sized per average engineer per month

Spend limits

Set monthly spend limits for the whole organization and for each Domain, one business area's data, such as Finance. There is no per-person limit, because people work across Domains.

You approve every pack

An administrator in your organization approves every pack. When the balance runs low, an administrator grants a pack in Studio. A granted pack cannot be returned.

Three steps joined by arrows. The balance runs low. An administrator approves a pack. Credits are added to the balance. — An administrator approves every pack

Reservations

A reservation is a year of packs paid up front, at a discount. Reserved credits work the same way as pack credits. Talk to us.

Twelve equal pack cells in a row, grouped by one bracket labelled a year of packs paid up front, at a discount. Below: reserved credits work the same way as pack credits. — A reservation is a year of packs paid up front, at a discount

Free Starter Pack

The Starter Pack is 70.6 million credits, about one week of an average engineer's work. It is free, used before any paid credits, and does not expire.