Nightfall AI vs Zscaler DLP
A side-by-side comparison on deployment model, data residency, licensing basis and security coverage. Structural facts are verifiable against vendor documentation; the scored dimensions are our assessment.
Nightfall AI
Nightfall AI
6.8
Average across eight dimensions
- Deployment
- SaaS only
- Licensing
- Per user or API volume
- Time to value
- Fast
- Segment
- SMB / mid-market
- G2
- —
Zscaler DLP
Zscaler
7.0
Average across eight dimensions
- Deployment
- SaaS only
- Licensing
- Per user, per tier
- Time to value
- Medium
- Segment
- Enterprise
- G2
- —
Score by dimension
| Dimension | NF | ZS |
|---|---|---|
| Data residency control | 2 | 2.5 |
| Pricing value | 6.5 | 5 |
| Detection accuracy | 8 | 8 |
| Response speed | 7.5 | 8.5 |
| Ease of setup | 8.5 | 7.5 |
| Management UX | 8 | 8 |
| Integration depth | 7.5 | 8.5 |
| Security coverage | 6.5 | 8 |
Nightfall AI
- +Machine learning classification performs well on unstructured content
- +API-first design makes it straightforward to embed in custom applications
- +Fast to connect to common SaaS tools without agents
- −SaaS only — content is sent to Nightfall for inspection
- −Endpoint and network channel coverage is minimal; this is SaaS-focused
Best for Engineering-led teams protecting data inside SaaS and custom applications
Watch out Not a replacement for endpoint or network DLP — scope it accordingly
Zscaler DLP
- +Inline enforcement at internet scale with minimal latency impact
- +Natural fit where Zscaler already handles web and private access
- +Exact data match and indexed document matching are available at higher tiers
- −SaaS only, with inspection performed in Zscaler's cloud
- −Value depends heavily on already routing traffic through the Zscaler platform
Best for Enterprises already standardised on Zscaler for secure access
Watch out Standalone value is limited — this is a platform module rather than a product
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Other comparisons
Data last verified 2026-09-16. nPro publishes this comparison. Where nPro appears as one of the platforms listed, its card is marked and its scores are our own assessment. Third-party review scores are sourced from public vendor profiles. Structural facts — deployment model, licensing basis, residency — are verifiable against each vendor's documentation.