The Best Data Security Posture Management Software in 2026
We researched data security posture management software from official websites, including pricing pages, plan tables, and product documentation. Products were ranked on the category’s core job, value for money, and verified features, including sensitive-data discovery, exposure analysis, permissions assessment, and remediation capabilities.
Our top picks
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Top ranked
Varonis Data Security Platform#1 of 339.0/10A broad data security platform for enterprises managing complex cloud, SaaS, and hybrid estates.
Pricing on request
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Runner-up
8.2/10A broad DSPM platform for enterprises that need discovery through remediation.
Pricing on request
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Top-ranked free plan
Bedrock Data Security Platform#4 of 337.5/10Broad DSPM coverage with a free Snowflake plan and connected security workflows.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. How we rank.
The full ranking 33 tools, best first
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Best forMature enterprises with complex data estates
A broad data security platform for enterprises managing complex cloud, SaaS, and hybrid estates.
- Permission analysis
- Exposure analysis
- Remediation workflows
9.0/10★★★★☆Visit Varonis -
Best forEnterprises needing comprehensive DSPM
A broad DSPM platform for enterprises that need discovery through remediation.
- Permission analysis
- Exposure analysis
- Remediation workflows
8.2/10★★★★☆Visit BigID -
Best forCloud-first teams needing end-to-end DSPM
Cyera connects data discovery, exposure, permissions, and remediation across hybrid environments.
- Permission analysis
- Exposure analysis
- Remediation workflows
8.1/10★★★★☆Visit Cyera -
Best forTeams wanting broad DSPM with a free plan
Broad DSPM coverage with a free Snowflake plan and connected security workflows.
- Permission analysis
- Exposure analysis
- Remediation workflows
7.5/10★★★★☆Visit Bedrock Data -
Best forOrganizations focused on oversharing and permissions
A broad DSPM platform for finding, understanding, and reducing data exposure.
- Permission analysis
- Exposure analysis
- Remediation workflows
7.4/10★★★★☆Visit Concentric AI -
Best forEnterprises combining DSPM and AI oversight
A DSPM platform for enterprises that need data risk controls and AI oversight.
- Permission analysis
- Exposure analysis
- Remediation workflows
Pricing on request · 30-day trial Our Proofpoint Data Security Posture Management verdict → Visit Proofpoint7.1/10★★★★☆Visit Proofpoint -
Best forBudget-conscious cloud DSPM adopters
A broad cloud DSPM engine with a free plan and a $22-per-resource Pro tier.
- Permission analysis
- Exposure analysis
- Remediation workflows
7.0/10★★★★☆Visit Onam Security -
Best forOrganizations combining DSPM with DLP
A broad enterprise platform for teams combining DSPM with inline DLP.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.9/10★★★☆☆Visit Zscaler -
Best forTeams needing air-gapped and legacy coverage
A broad data security posture platform for enterprises managing complex and disconnected environments.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.8/10★★★☆☆Visit site -
Best forSecurity teams needing workflow-driven DSPM
A workflow-driven DSPM platform for discovering, classifying, and governing sensitive data.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.6/10★★★☆☆Visit Sentra -
Best forOrganizations already using Rubrik ecosystems
A broad DSPM capability for Rubrik environments with strong discovery, policy, and remediation coverage.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.6/10★★★☆☆Visit Rubrik -
Best forTeams with endpoint, file-share, and cloud data
A broad DSPM platform for discovering, classifying and governing sensitive data across hybrid environments.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.5/10★★★☆☆Visit Siberson -
Best forTeams prioritizing identity-aware data governance
A DSPM platform that connects sensitive data discovery with identity-aware remediation.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.3/10★★★☆☆Visit Lightbeam DSPM -
Best forMicrosoft-centric teams with a clear entry price
A Microsoft-focused DSPM platform with broad controls and a clear $24 annual entry price.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.3/10★★★☆☆Visit Netwrix -
Best forCloud teams needing lineage and breach analysis
A broad platform for finding, prioritizing, governing, and remediating sensitive data risk.
- Permission analysis
- Exposure analysis
- Remediation workflows
6.0/10★★★☆☆Visit Securiti -
Best forCloud security teams adding data exposure context
A multi-cloud DSPM platform that connects sensitive data to exposure, identity, and remediation context.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.9/10★★★☆☆Visit Wiz -
Best forCloud security teams adding DSPM to exposure management
A cloud-focused DSPM layer for discovery, access analysis, prioritization and remediation.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.8/10★★★☆☆Visit Tenable -
Best forData-platform teams needing policy enforcement
A broad DSPM platform for enforcing data policies across complex enterprise environments.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.7/10★★★☆☆Visit Privacera -
Best forTeams focused on data exfiltration controls
A data security platform for tracing, classifying, and blocking sensitive-data movement.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.7/10★★★☆☆Visit Cyberhaven -
Best forEnterprises wanting tiered DSPM packaging
A tiered DSPM platform for centralized visibility across distributed data environments.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.7/10★★★☆☆Visit Fortra -
Best forLarge organizations needing DSPM plus SaaS controls
A broad enterprise DSPM option for organizations that also need SaaS security controls.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.6/10★★★☆☆Contact Skyhigh -
Best forDevelopers wanting free, self-hosted data scanning
A free, self-hosted scanner for finding secrets and PII across varied data stores.
- Exposure analysis
- Sensitive data discovery
5.5/10★★★☆☆Visit Poirot DSPM -
Best forSelf-hosted and air-gapped deployments
A self-hosted DSPM platform for sensitive-data discovery, classification, posture analysis, and remediation.
- Remediation workflows
- Sensitive data discovery
5.4/10★★★☆☆Visit Ampalone -
Best forGoogle Cloud customers needing posture management
A strong Google Cloud posture platform with multicloud and remediation options at higher tiers.
Free plan · paid from $15,000/yr · 30-day trial Our Google Security Command Center verdict → Visit Google Cloud5.4/10★★★☆☆Visit Google Cloud -
Best forDatabase access governance teams
Broad database access governance with monitoring, masking, auditing, and just-in-time controls.
5.3/10★★★☆☆Visit Satori -
Best forDatabase-centric security and compliance teams
A database-focused security platform with broad controls and a narrower DSPM scope.
5.3/10★★★☆☆Visit DataSunrise -
Best forMulti-cloud teams aggregating data-security signals
A multi-cloud DSPM capability that turns sensitive-data and exposure signals into prioritized risks.
- Permission analysis
- Exposure analysis
- Remediation workflows
Pricing on request · 30-day trial Our Check Point CloudGuard Data Security verdict → Visit Check Point5.2/10★★★☆☆Visit Check Point -
Best forTeams needing DSPM alongside DLP and SWG
A broad data security platform for teams that need DSPM alongside DLP and SWG.
5.2/10★★★☆☆Visit Forcepoint -
Best forHybrid-cloud teams adding encryption and masking
A broad DSPM and data protection platform for complex hybrid-cloud estates.
- Permission analysis
- Exposure analysis
- Remediation workflows
5.1/10★★★☆☆Visit Thales -
Best forOrganizations prioritizing encryption-key governance
A strong fit for organizations governing encryption keys across hybrid environments.
5.1/10★★★☆☆Visit IBM Guardium -
Best forSmall businesses needing inexpensive endpoint security
Affordable endpoint protection with broad device coverage, but not a dedicated data-posture tool.
From $3/user/mo (annual) · 30-day trial Our Microsoft Defender for Business verdict → Visit Microsoft5.0/10★★☆☆☆Visit Microsoft -
Best forTeams securing API data exposure
A focused API security platform for finding, prioritizing and protecting exposed API risk.
5.0/10★★☆☆☆Visit site -
Best forDevelopment teams securing software dependencies
A supply-chain security module for scanning dependencies, containers, and delivery workflows.
5.0/10★★☆☆☆Visit Prisma Cloud
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Sensitive data discovery | Data classification | Cloud coverage | Exposure analysis | Permission analysis | Score |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Varonis Data Security Platform | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 9.0 |
| 2 | BigID Data Security Posture Management | No | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 8.2 |
| 3 | Cyera | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 8.1 |
| 4 | Bedrock Data Security Platform | Yes | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 7.5 |
| 5 | Concentric AI | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 7.4 |
| 6 | Proofpoint Data Security Posture Management | No | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 7.1 |
| 7 | Onam Security DSPM | Yes | $22/mo | Yes | Ml-assisted | Cloud-and-saas | Yes | Yes | 7.0 |
| 8 | Zscaler Data Security | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 6.9 |
| 9 | Symmetry DataGuard | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 6.8 |
| 10 | Sentra Data Security Platform | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 6.6 |
| 11 | Rubrik Data Security Posture Management | No | — | Yes | — | Cloud-and-saas | Yes | Yes | 6.6 |
| 12 | Siberson Data Security Posture Management | No | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 6.5 |
| 13 | Lightbeam DSPM | No | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 6.3 |
| 14 | Netwrix Data Security Posture Management | No | — | Yes | Rules-based | Cloud-and-saas | Yes | Yes | 6.3 |
| 15 | Securiti Data Command Center | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 6.0 |
| 16 | Wiz DSPM | No | — | Yes | Rules-based | Multi-cloud | Yes | Yes | 5.9 |
| 17 | Tenable One Cloud Exposure DSPM | No | — | Yes | — | Multi-cloud | Yes | Yes | 5.8 |
| 18 | Privacera Data Security Platform | — | — | Yes | Ml-assisted | Cloud-and-saas | Yes | Yes | 5.7 |
| 19 | Cyberhaven Data Security Platform | — | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 5.7 |
| 20 | Fortra Data Security Posture Management | No | — | Yes | Ai-assisted | Cloud-and-saas | Yes | Yes | 5.7 |
| 21 | Skyhigh Data Security Posture Management | — | — | Yes | Ml-assisted | Cloud-and-saas | Yes | Yes | 5.6 |
| 22 | Poirot DSPM | Yes | None | Yes | Ai-assisted | Cloud-and-saas | Yes | — | 5.5 |
| 23 | Ampalone DocXsyn AI | — | — | Yes | Ai-assisted | Cloud-and-saas | — | — | 5.4 |
| 24 | Google Security Command Center | Yes | — | — | — | — | — | — | 5.4 |
| 25 | Satori Data Security Platform | — | — | — | — | — | — | — | 5.3 |
| 26 | DataSunrise | No | — | — | — | — | — | — | 5.3 |
| 27 | Check Point CloudGuard Data Security | No | — | Yes | Ml-assisted | Multi-cloud | Yes | Yes | 5.2 |
| 28 | Forcepoint Data Security Cloud | — | — | — | — | — | — | — | 5.2 |
| 29 | CipherTrust Data Security Posture Management | — | — | Yes | Ml-assisted | Cloud-and-saas | Yes | Yes | 5.1 |
| 30 | IBM Guardium | No | — | — | — | — | — | — | 5.1 |
| 31 | Microsoft Defender for Business | No | — | — | — | — | — | — | 5.0 |
| 32 | Palo Alto Networks Cortex Cloud API Security | — | — | — | — | — | — | — | 5.0 |
| 33 | Prisma Cloud SCA | — | — | — | — | — | — | — | 5.0 |
Head-to-head All 28 comparisons →
- Varonis Data Security Platform vs BigID Data Security Posture Management
- Varonis Data Security Platform vs Cyera
- Varonis Data Security Platform vs Bedrock Data Security Platform
- Varonis Data Security Platform vs Concentric AI
- Varonis Data Security Platform vs Proofpoint Data Security Posture Management
- Varonis Data Security Platform vs Onam Security DSPM
- Varonis Data Security Platform vs Zscaler Data Security
- BigID Data Security Posture Management vs Cyera
- BigID Data Security Posture Management vs Bedrock Data Security Platform
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How we rank data security posture management software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026
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