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| Criteria | Decentriq | LiveRamp |
|---|---|---|
| Weighted Score | 3.0/5 | 3.8/5 |
| Pricing | Custom enterprise pricing | Annual licence; custom quotes |
| Platform Type | Clean room | Identity & data collaboration |
| Privacy & Regulatory Compliance (GDPR/CCPA) | 4.6/5 | 4.6/5 |
| Identity & Matching Quality | 3.3/5 | 4.8/5 |
| Publisher Data Control & Governance | 4.2/5 | 4.2/5 |
| Interoperability & Partner Network | 3.0/5 | 4.7/5 |
| Query & Analytics Flexibility | 3.2/5 | 3.8/5 |
| Activation & Audience Export | 3.5/5 | 4.5/5 |
| Integration & Onboarding Effort | 1.8/5 | 2.2/5 |
| Cost & Commercial Model | 2.0/5 | 2.0/5 |
| Reporting & Measurement Depth | 2.5/5 | 3.9/5 |
| Strengths | ✓ Technical privacy guarantees rather than contractual ones ✓ Audiences can be built and activated, not just analysed | |
| Limitations | ✗ Technical integrations are not listed publicly ✗ Onboarding needs specialist effort |
Decentriq
3.0
Rating
★ 3.0/5
Pricing
Custom enterprise pricing
Platform
Clean room
Scores
Privacy & Regulatory Compliance (GDPR/CCPA)
4.6
Identity & Matching Quality
3.3
Publisher Data Control & Governance
4.2
Interoperability & Partner Network
3.0
Query & Analytics Flexibility
3.2
Activation & Audience Export
3.5
Integration & Onboarding Effort
1.8
Cost & Commercial Model
2.0
Reporting & Measurement Depth
2.5
Strengths
✓ Technical privacy guarantees rather than contractual ones
✓ Audiences can be built and activated, not just analysed
Limitations
✗ Technical integrations are not listed publicly
✗ Onboarding needs specialist effort
LiveRamp
3.8
Rating
★ 3.8/5
Pricing
Annual licence; custom quotes
Platform
Identity & data collaboration
Scores
Privacy & Regulatory Compliance (GDPR/CCPA)
4.6
Identity & Matching Quality
4.8
Publisher Data Control & Governance
4.2
Interoperability & Partner Network
4.7
Query & Analytics Flexibility
3.8
Activation & Audience Export
4.5
Integration & Onboarding Effort
2.2
Cost & Commercial Model
2.0
Reporting & Measurement Depth
3.9