Unity Gateway
by Databricks

What Unity Gateway is
Unity Gateway is a paid, web-based Databricks product for machine-learning workflow functions. Its listed capabilities include model registry, experiment tracking, pipeline orchestration, model serving, data versioning, and managed compute. The service offers a pay-as-you-go plan with no up-front costs, usage-based billing, and charges calculated at per-second granularity. A committed-use contract option may provide discounts and other benefits for committed usage. Neither listed plan has a fixed price. Pay-as-you-go charges depend on usage, while committed contracts are based on an agreed usage commitment. Unity Gateway is offered on the web. Databricks was founded in 2013 and is headquartered in San Francisco, California. The combination of registry, tracking, orchestration, serving, versioning, and compute places multiple machine-learning workflow functions within one listed product. Buyers therefore choose between usage-based flexibility and a commitment arrangement rather than a published subscription amount.
Who it suits
It suits teams seeking web access to several machine-learning workflow capabilities. It may fit organizations choosing between usage billing and committed usage contracts.
What it does well
- Model registry included
- Experiment tracking included
- Pipeline orchestration listed
- Per-second usage billing
- Managed compute available
What to know first
- No fixed price listed
- Paid product
- Committed contracts require usage commitment
Limits
Pay as you go charges by usage at per-second granularity. Committed Use Contracts require committed usage.
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Pay as you go | No up-front costs · Usage-based billing · Charges at per-second granularity | On request |
| Committed Use Contracts | Discounts and other benefits may be available for committed usage | On request |
As databricks.com lists them, read 21 Sept 2026. The maker's own page has the final word.
Getting started
- Open the Unity Gateway website
- Choose Pay as you go or Committed Use Contracts
- Use the web platform
- For pay as you go, begin usage-based billing
- For committed use, arrange a usage commitment
Verdict
Unity Gateway covers a broad set of listed machine-learning workflow functions. Its main purchasing choice is between usage-based billing and committed use, with pricing not published.
Questions
What platform does Unity Gateway support?
Unity Gateway is accessed through the web.
Does Unity Gateway have a pay-as-you-go option?
Yes. Pay as you go has no up-front costs, uses usage-based billing, and charges at per-second granularity.
What are Committed Use Contracts?
They are plans for committed usage that may provide discounts and other benefits.
Which machine-learning functions are included?
The service includes model registry, experiment tracking, pipeline orchestration, model serving, data versioning, and managed compute.
Who makes Unity Gateway?
Unity Gateway is from Databricks, founded in 2013 and headquartered in San Francisco, California, United States.
Facts from Databricks's own pages
- Founded
- 2013 · databricks.com, 23 Sept 2026
- Headquarters
- San Francisco, California, United States · databricks.com, 23 Sept 2026
Where Unity Gateway stands on Freedom251
- Model registries#35 of 38