AWS Data Exchange vs Databricks Marketplace
AWS Data Exchange and Databricks Marketplace are both cloud data exchanges, so they compete for similar buyers. They share 1 of their data types and differ in 2 others.
Side by side
| Attribute | AWS Data Exchange | Databricks Marketplace |
|---|---|---|
| Type | Cloud data exchange | Cloud data exchange |
| Founded | 2019 | 2022 |
| Headquarters | Seattle, US | Not stated |
| Data types | Licensed text corpora, Multimodal training data | Licensed text corpora, Synthetic training data |
| Pricing models | Subscription, Private offer, Per-dataset license | Free listing, Paid listing, Provider-quoted pricing |
| Buyers | AWS customers | Databricks users and open Delta Sharing recipients |
| Supply side | Approved data providers. | Data and model providers. |
How they differ
- Only AWS Data Exchange lists Multimodal training data.
- Only Databricks Marketplace lists Synthetic training data.
- AWS Data Exchange uses subscription, private offer, per-dataset license, which Databricks Marketplace does not list.
- Databricks Marketplace uses free listing, paid listing, provider-quoted pricing, which AWS Data Exchange does not list.
- AWS Data Exchange was founded in 2019, earlier than Databricks Marketplace in 2022.
- Both list licensed text corpora.
Which should you choose?
- Choose AWS Data Exchange if you need multimodal training data.
- Choose Databricks Marketplace if you need synthetic training data.
This comparison uses public descriptions only and does not rank quality. Test both against your own specification with a pilot.
Frequently asked questions
What is the difference between AWS Data Exchange and Databricks Marketplace?
AWS Data Exchange and Databricks Marketplace are both cloud data exchanges, so they compete for similar buyers. They share 1 of their data types and differ in 2 others. Only AWS Data Exchange lists Multimodal training data.
Which is cheaper, AWS Data Exchange or Databricks Marketplace?
Neither publishes a full price list. AWS Data Exchange uses subscription, private offer, per-dataset license; Databricks Marketplace uses free listing, paid listing, provider-quoted pricing. Request quotes for the same specification from both.
Can I use AWS Data Exchange and Databricks Marketplace together?
Yes. Many buyers use two vendors to compare quality and avoid dependence on one.
Editorial note. No company listed here pays for placement or has reviewed its entry. AI Data Auction is building its own auction marketplace and will label any commercial relationship with a listed company. Figures are as reported by the named source on the stated date; check the primary source before relying on them. See our methodology.