Compare products
Put two or three cybersecurity products side by side and see how they differ on deployment, pricing, features, integrations and compliance.
| Product | Databricks Lakehouse Monitoring by Databricks View product | Qumulo by Qumulo View product |
|---|---|---|
| Overview | ||
| What it is | Get the facts on Databricks Lakehouse Monitoring: anomaly alerting. Built for Data Activity Monitoring. Compare it with other Data Security options before you decide. | Evaluating Qumulo? See how this Data Security tool handles 1-click restore and POSIX/SMB/NFS/S3 support, where it fits best and which alternatives to compare. |
| Product type | Automated Data Quality & Machine Learning Monitor | Scale-Out Hybrid Cloud File Storage & Enterprise Data Platform |
| Best for | Data Engineering, MLOps, Enterprise Analytics, FinTech, Healthcare | Media & Entertainment, Healthcare, Life Sciences, Enterprise IT, Research |
| Pricing | ||
| Pricing model | Contact Vendor | Contact Vendor |
| Free trial | Free trial: no | Free trial: yes |
| Deployment | ||
| Deployment options | SaaSCloud | SaaSCloudOn-Premise |
| Deployment details | Cloud SaaS Feature; Unity Catalog; Cloud SaaS feature; Native platform capability | Hardware Appliance; Cloud SaaS; Virtual Appliance; Software Appliance (HPE, Cisco, Supermicro); Cloud-Native SaaS (AWS/Azure) |
| Data residency | AWS; Azure; GCP Customer Regions | Customer Datacenter Hardware / Cloud Multi-Region Environments |
| Key features | ||
| What it offers |
|
|
| Platform & access | ||
| API access | API access: yes | API access: yes |
| Single sign-on (SSO) | SSO: yes | SSO: yes |
| Role-based access (RBAC) | RBAC: yes | RBAC: yes |
| Multi-tenant | Multi-tenant: yes | Multi-tenant: yes |
| Mobile app | Mobile app: no | Mobile app: no |
| Supported platforms | Databricks Data Intelligence PlatformDelta LakeUnity Catalog | Enterprise DatacentersCloud Storage BucketsHigh-Performance Workstations |
| Compliance | SOC 2 Type IIISO 27001GDPRHIPAA | SOC 2 Type IIISO 27001HIPAAGDPRFIPS 140-2 Compatible |
| Integrations & coverage | ||
| Integrations | Unity CatalogDelta LakeMLflowSlackPagerDuty | AWSMicrosoft AzureGoogle CloudActive DirectoryLDAPREST APIs |
| Industries | Data EngineeringMLOpsEnterprise AnalyticsFinTechHealthcare | Media & EntertainmentHealthcareLife SciencesEnterprise ITResearch |
| Regions | GlobalAWSAzureGCP | Global |
| Vendor | ||
| Company | Databricks | Qumulo |
| Headquarters | San Francisco, California, USA | Seattle, Washington, USA |
| Company size | 10,000+ | 201-500 |
| Founded | 2013 | 2015 |
Overview
What it is
Databricks Lakehouse Monitoring
Get the facts on Databricks Lakehouse Monitoring: anomaly alerting. Built for Data Activity Monitoring. Compare it with other Data Security options before you decide.Qumulo
Evaluating Qumulo? See how this Data Security tool handles 1-click restore and POSIX/SMB/NFS/S3 support, where it fits best and which alternatives to compare.Product type
Databricks Lakehouse Monitoring
Automated Data Quality & Machine Learning MonitorQumulo
Scale-Out Hybrid Cloud File Storage & Enterprise Data PlatformBest for
Databricks Lakehouse Monitoring
Data Engineering, MLOps, Enterprise Analytics, FinTech, HealthcareQumulo
Media & Entertainment, Healthcare, Life Sciences, Enterprise IT, ResearchPricing
Pricing model
Databricks Lakehouse Monitoring
Contact VendorQumulo
Contact VendorFree trial
Databricks Lakehouse Monitoring
Free trial: noQumulo
Free trial: yesDeployment
Deployment options
Databricks Lakehouse Monitoring
Qumulo
Deployment details
Databricks Lakehouse Monitoring
Cloud SaaS Feature; Unity Catalog; Cloud SaaS feature; Native platform capabilityQumulo
Hardware Appliance; Cloud SaaS; Virtual Appliance; Software Appliance (HPE, Cisco, Supermicro); Cloud-Native SaaS (AWS/Azure)Data residency
Databricks Lakehouse Monitoring
AWS; Azure; GCP Customer RegionsQumulo
Customer Datacenter Hardware / Cloud Multi-Region EnvironmentsKey features
What it offers
Databricks Lakehouse Monitoring
- Automated data profiling
- Statistical drift detection
- ML model monitoring
- Auto-generated dashboards
- Anomaly alerting
- Data Security
- Data Activity Monitoring
- Security Analytics
Qumulo
- Real-time file system analytics
- Multi-cloud file mobility (AWS, Azure, GCP)
- Immutable snapshots for ransomware defense
- POSIX/SMB/NFS/S3 support
- 1-click restore
- Scale-out unstructured file storage
- Genomic and healthcare imaging repository
- Media rendering storage
Platform & access
API access
Databricks Lakehouse Monitoring
API access: yesQumulo
API access: yesSingle sign-on (SSO)
Databricks Lakehouse Monitoring
SSO: yesQumulo
SSO: yesRole-based access (RBAC)
Databricks Lakehouse Monitoring
RBAC: yesQumulo
RBAC: yesMulti-tenant
Databricks Lakehouse Monitoring
Multi-tenant: yesQumulo
Multi-tenant: yesMobile app
Databricks Lakehouse Monitoring
Mobile app: noQumulo
Mobile app: noSupported platforms
Databricks Lakehouse Monitoring
Qumulo
Compliance
Databricks Lakehouse Monitoring
Qumulo
Integrations & coverage
Integrations
Databricks Lakehouse Monitoring
Qumulo
Industries
Databricks Lakehouse Monitoring
Qumulo
Regions
Databricks Lakehouse Monitoring
Qumulo
Vendor
Company
Databricks Lakehouse Monitoring
DatabricksQumulo
QumuloHeadquarters
Databricks Lakehouse Monitoring
San Francisco, California, USAQumulo
Seattle, Washington, USACompany size
Databricks Lakehouse Monitoring
10,000+Qumulo
201-500Founded
Databricks Lakehouse Monitoring
2013Qumulo
2015