Up to 4 at once.
| Criteria |  AWS Clean Rooms | Optable |
|---|---|---|
| Weighted Score | 2.5/5 | 3.5/5 |
| Pricing | Pay as you go: SQL compute at $2.00 per CRPU-hour (60-second minimum), with PySpark, ML and entity resolution priced separately; no free tier. | Custom pricing; contact the vendor for a quote. |
| Platform Type | Clean room | Data collaboration platform |
| Privacy & Regulatory Compliance (GDPR/CCPA) | 4.5/5 | 3.8/5 |
| Identity & Matching Quality | 3.5/5 | 3.6/5 |
| Publisher Data Control & Governance | 4.2/5 | 3.7/5 |
| Interoperability & Partner Network | 3.0/5 | 4.0/5 |
| Query & Analytics Flexibility | 3.5/5 | 2.9/5 |
| Activation & Audience Export | 2.5/5 | 3.5/5 |
| Integration & Onboarding Effort | 2.8/5 | 2.5/5 |
| Cost & Commercial Model | 2.0/5 | 2.2/5 |
| Reporting & Measurement Depth | 2.2/5 | 2.6/5 |
| Strengths | ✓ Strong privacy controls with auditable analysis logs ✓ Flexible analysis with SQL, PySpark or custom ML | ✓ Built around publisher-owned data and identity ✓ Direct activation to major SSPs and DSPs |
| Limitations | ✗ Requires AWS expertise and configuration ✗ No publisher-specific features or reporting out of the box | ✗ Pricing not published ✗ Clean room mechanics and reporting are thinly documented |
AWS Clean Rooms
2.5
Rating
★ 2.5/5
Pricing
Pay as you go: SQL compute at $2.00 per CRPU-hour (60-second minimum), with PySpark, ML and entity resolution priced separately; no free tier.
Platform
Clean room
Scores
Privacy & Regulatory Compliance (GDPR/CCPA)
4.5
Identity & Matching Quality
3.5
Publisher Data Control & Governance
4.2
Interoperability & Partner Network
3.0
Query & Analytics Flexibility
3.5
Activation & Audience Export
2.5
Integration & Onboarding Effort
2.8
Cost & Commercial Model
2.0
Reporting & Measurement Depth
2.2
Strengths
✓ Strong privacy controls with auditable analysis logs
✓ Flexible analysis with SQL, PySpark or custom ML
Limitations
✗ Requires AWS expertise and configuration
✗ No publisher-specific features or reporting out of the box
Optable
3.5
Rating
★ 3.5/5
Pricing
Custom pricing; contact the vendor for a quote.
Platform
Data collaboration platform
Scores
Privacy & Regulatory Compliance (GDPR/CCPA)
3.8
Identity & Matching Quality
3.6
Publisher Data Control & Governance
3.7
Interoperability & Partner Network
4.0
Query & Analytics Flexibility
2.9
Activation & Audience Export
3.5
Integration & Onboarding Effort
2.5
Cost & Commercial Model
2.2
Reporting & Measurement Depth
2.6
Strengths
✓ Built around publisher-owned data and identity
✓ Direct activation to major SSPs and DSPs
Limitations
✗ Pricing not published
✗ Clean room mechanics and reporting are thinly documented
