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Tools
Data clean rooms & privacy-enhancing tech
6 tools compared: how each is priced, where it runs, and what to consider instead.
| Tool | Pricing model | Free tier | Open source |
|---|---|---|---|
| AWS Clean Rooms AWS-native clean room for SQL and Spark analysis across parties' data, with an optional differential-privacy add-on. | Usage-based | No | No |
| Decentriq Confidential-computing clean room that runs analysis inside hardware-encrypted enclaves so no party, including Decentriq, can see the raw data. | Quote only | No | No |
| InfoSum Decentralized data clean room where partners match and analyze audiences without either side's raw data ever leaving its owner. | Quote only | No | No |
| LiveRamp Clean Room LiveRamp's clean room, built on the acquired Habu technology, for cross-cloud data collaboration tied to LiveRamp's identity graph. | Quote only | No | No |
| Optable Identity and clean-room platform for publishers and advertisers to collaborate on audiences without exposing raw data. | Quote only | No | No |
| Snowflake Data Clean Rooms Clean room capability built into Snowflake's platform, keeping each party's raw data inside its own Snowflake account. | Usage-based | No | No |