The sticker you cannot see, and the real cost
| What you see | What you actually pay |
|---|---|
| "Contact sales" | Negotiated annual license against scope, data volume, users, support tier |
| Software license | Plus semantic modeling and aggregate design, often professional services |
| "Aggregate-aware performance" | Storage and compute to build and refresh aggregates, ongoing |
| Enterprise agreement | Multi-year commit and seat or capacity minimums are common |
How the AtScale contract is structured
- Annual enterprise license. AtScale is priced per deployment, negotiated. There is no self-serve tier and no published entry price.
- Scope-driven. The quote scales with data volume, user population, environments, and the support tier you need.
- Estimates only. Public discussion points to mid-market deals in the low tens of thousands per year and large deployments well into six figures. Treat these as directional, not quotes.
What actually drives your AtScale bill
- Semantic modeling. Multidimensional models and aggregate design are specialist work. Many buyers add professional services, which can rival the license over the first year.
- Aggregate storage and compute. AtScale's speed comes from maintained aggregates. Building and refreshing them consumes warehouse or platform resources continuously.
- Users and environments. Larger user populations and more environments push the negotiated figure up.
- Maintenance. As schemas and metrics change, the cube model needs upkeep, a recurring people cost.
Fix the Context, Not the Model. With AtScale, the model is the product and the cost. The heavier the hand-built cube layer, the larger both the services bill and the maintenance drag. Autonomous modeling is what breaks that trade.
How AtScale pricing compares
| Platform | Model | Entry |
|---|---|---|
| AtScale | Negotiated annual enterprise license | Custom, no public price |
| Cube Cloud | Per-seat + CCU consumption | Free tier; $40/dev/mo (teardown) |
| dbt Semantic Layer | Per-seat + ~$0.075/queried metric | Developer free; $100/user/mo (teardown) |
| Colrows | Priced on Semantic Assets, not seats or queries | Free ($0) + custom Enterprise |
The through-line: AtScale's real cost is dominated by hand-built modeling and maintained aggregates. Colrows prices on the number of governed Semantic Assets it manages and builds the graph autonomously, so the modeling burden and the bill both shrink. For the platform contrast, see Colrows vs AtScale.
Frequently asked questions
How much does AtScale cost?
No public list price. It is an annual enterprise license quoted per deployment; estimates range from the low tens of thousands to six figures per year depending on scope.
Why is there no public price?
AtScale uses an enterprise sales motion; pricing is quote-based and negotiated.
What costs sit behind the license?
Semantic modeling and aggregate design (often professional services), plus storage and compute to build and refresh aggregates.
