AWS Data Exchange alternatives
The closest alternatives to AWS Data Exchange are Snowflake Marketplace, Databricks Marketplace, Datarade. This page ranks five providers by overlap with AWS Data Exchange in data types and provider type.
Five alternatives to AWS Data Exchange
1. Snowflake Marketplace
Snowflake Marketplace is a data exchange inside the Snowflake platform where customers access live third-party datasets and data products without copying them.
Shared with AWS Data Exchange: Licensed text corpora.
Pricing models: Subscription, Usage-based, Free listing.
2. Databricks Marketplace
Databricks Marketplace is an open exchange for data, notebooks and AI models built on the Delta Sharing protocol.
Shared with AWS Data Exchange: Licensed text corpora.
Pricing models: Free listing, Paid listing, Provider-quoted pricing.
3. Datarade
Datarade is a data marketplace and directory where buyers search and compare data products from third-party providers and request quotes.
Shared with AWS Data Exchange: Licensed text corpora, Multimodal training data.
Pricing models: Provider-quoted pricing, Subscription.
4. Defined.ai
Defined.ai is a data marketplace that sells ready-made and custom AI training datasets, especially speech and text, to developers and enterprises.
Shared with AWS Data Exchange: Licensed text corpora, Multimodal training data.
Pricing models: Per-dataset license, Custom project quote.
5. Scale AI
Scale AI is an AI data company that supplies labeled data, RLHF data, model evaluations and data infrastructure to AI labs, enterprises and governments.
Shared with AWS Data Exchange: Multimodal training data.
Pricing models: Per-task, Per-hour expert labor, Enterprise contract.
Alternatives compared
| Provider | Type | Buyers | Pricing models |
|---|---|---|---|
| AWS Data Exchange | Cloud data exchange | AWS customers | Subscription, Private offer, Per-dataset license |
| Snowflake Marketplace | Cloud data exchange | Snowflake customers | Subscription, Usage-based, Free listing |
| Databricks Marketplace | Cloud data exchange | Databricks users and open Delta Sharing recipients | Free listing, Paid listing, Provider-quoted pricing |
| Datarade | Data marketplace | Data buyers across industries, including AI teams | Provider-quoted pricing, Subscription |
| Defined.ai | Data marketplace | AI developers and enterprises | Per-dataset license, Custom project quote |
| Scale AI | Expert data lab | Frontier labs, enterprises, government agencies | Per-task, Per-hour expert labor, Enterprise contract |
Frequently asked questions
What is the best alternative to AWS Data Exchange?
Snowflake Marketplace overlaps most with AWS Data Exchange on data types and provider type, but the best choice depends on the data you need and how you want to pay.
Why look for a AWS Data Exchange alternative?
Common reasons are price, access to specialist experts, neutrality concerns, or a need for a marketplace rather than a managed service. Not built for human-generated post-training data.
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.