Built to order

Quoted once we know what you need.

A demo database shaped like a prospect's business, a dev database from your DDL, a dataset with the answer key for an eval. The requirements come first; the price follows them, and you see it before anything is built.

The quote follows
  • How many tables, and how many rows
  • How many numbers and rules must hold, and how exactly
  • The formats and databases it loads into
  • How soon you need it
Describe the dataset you need

Building a product with no customers yet? Custom datasets for startups.

  1. 01Send the briefThe business, your tables or DDL if you have them, the volumes, and the numbers and rules the data has to hold.
  2. 02We gather the requirementsQuestions where something is open, and a sample schema to agree on. Nothing is charged for this.
  3. 03A fixed quote and a dateOne price for the whole dataset and a delivery date, before any work starts. You decide whether to go ahead.Billing starts here
  4. 04Built, checked, deliveredEvery table in the formats you load, with the certificate of each number and the answer key beside it.
Ready-made

Datasets you can take today.

Free datasets to start from, premium ones that come with the answer key, and a whole company as data.

Free datasets$0public domain, no signup
  • 12 multi-table datasets, 377,657 rows in all
  • Every key joining, and the questions an analyst asks of each answered in SQL
  • CSV and Parquet, ready to load
Browse free datasets
Pepperwind, a whole company$30the full company, one-time
  • 223 tables in eleven systems, 79M rows
  • 92 KPIs with their value every month
  • 420 graded questions with answers
  • A free preview under CC BY 4.0
See Pepperwind
Studio, in beta

Build your own. Pricing is still being settled.

Studio's final pricing is not decided yet. During the beta it runs on credits, which pay for the model work that designs and checks your data, so a build costs about the same for 500 rows or 50,000. These figures may change, and this page will say when they do.

Freeevery month, no card

20 credits: 2 complete builds, from a sentence to checked data, with every guarantee, certificate and export.

Design, 2 Make the data, 8

A failed run costs nothing. Refunded on the action itself.

Your own model key: design is free, and a build is its rows only.

Starter50 credits

A side project, or trying Studio on real work.

5 builds, about $1.80 each

$9
Studio200 credits

Everyday work on staging databases and demos.

20 builds, about $1.45 each

$29
Team900 credits

Large schemas, daily seeding and a team sharing one balance.

90 builds, about $1.10 each

$99

One-off packs, no subscription, bought inside Studio where your balance lives. Bought credits never expire.

What each action in Studio costs in credits
ActionCredits
Design the tables2
Make the data8
Each further 10,000 rows1
Correct a dataset by prompt3
With your own model key1 per 10,000 rows

Will the free credits cover you?

Set your real workload. Designing the tables costs 2, making the data 8 (up to 50,000 rows), and every account gets 20 credits a month for free.

per dataset 10 creditsper month 120that is 360k rows

You would need 100 credits beyond the free 20 each month. That is one Studio pack, $29 (about $1.45 a dataset), and packs do not expire.

Credits are only spent on work that arrives. If a run fails, the credits go back automatically, and you can see every movement in your account.

Questions

What people ask about price.

How is a custom dataset priced?
After the requirements are gathered. Send the brief, answer any questions, agree a sample schema, and you get one fixed price and a delivery date before any work starts. The price follows the size of the dataset, the numbers and rules it must hold, the formats and the timeline. Nothing is charged until you accept the quote.
What comes with a premium dataset?
Every table, the answer key that says why things happened (the cause of each denial, the shift behind each signal, the remaining life of each machine), and the checks it passed. Each one has a free preview to inspect before buying, and it is a one-time purchase.
Is Studio's pricing final?
No. Studio is in beta and its pricing is not decided yet. During the beta it runs on credits: the free allowance, what a credit buys and the pack sizes may change while we learn what the work really costs, and this page will say so when they do.
What is a credit?
A unit of work in Studio. Designing the tables costs 2, making the data costs 8 (the first 50,000 rows included), and every further 10,000 rows cost 1. So a complete build is 10 credits. Every account gets 20 a month, which is 2 builds.
Why is a small dataset not much cheaper than a bigger one?
Because the expensive part is the model work: understanding the request, designing the tables, deciding what every column means, and checking the result. That costs about the same for 500 rows or 50,000. The rows themselves are cheap, so past the first 50,000 they are one credit per 10,000.
What happens if a run fails?
The credits come back automatically, on the same action, without you asking. If the design model does not answer in time, the design step is refunded. If a correction cannot be applied, or does not pass verification, it is refunded. Every movement is listed in your account.
Do credits expire?
Bought credits do not expire. Free monthly credits do not carry over to the next month, and they are always used before bought ones.
Can I use my own AI key?
Yes. Add a provider key in Settings and design is free and a build costs only its rows, one credit per 10,000 rows. The key is sealed to your account and never readable by us.
Is anything held back from the free credits?
No feature is. Every guarantee, certificate and export works on the free credits. Credits meter the model work and the volume, not capability.

Not sure which one fits? Send the brief.

Describe the data you need and the numbers it has to show. You get a plan and a fixed price back before anything is built.