
GITNUXSOFTWARE REVIEW
Data Science & AnalyticsTop 10 Best Data Back Up Software of 2026
Compare data back up software for backups and recovery, covering common features, deployment fit, and tradeoffs for IT teams and admins.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy
Rubrik Security Cloud is the best choice for teams who need governed backups across virtual, physical, and cloud workloads because its instant VM recovery helps get protected systems back quickly for ransomware-focused restores, whereas Backblaze Computer Backup fits small teams needing simple agent-based file backup with efficient change-tracked increments.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Rubrik Security Cloud
Instant VM recovery that rehydrates protected workloads quickly for short RTO operations.
Best for: Fits when teams need governed, cross-environment backups plus fast restore workflows for ransomware-focused recovery.
Acronis Cyber Protect
Editor pickCentralized recovery orchestration pairs image-based backups with targeted VM and file restore workflows in one console.
Best for: Fits when mixed physical and VM estates need image restores with centralized policy control.
Veeam Backup & Replication
Editor pickInstant VM Recovery boots a restored VM directly from backup without completing a traditional full restore.
Best for: Fits when VM-heavy environments need fast restores, granular recovery, and scheduled policy control.
Comparison Table
Rubrik Security Cloud
enterpriseZero-trust data security with backup, recovery and ransomware resilience.
Instant VM recovery that rehydrates protected workloads quickly for short RTO operations.
Rubrik Security Cloud uses a single management plane to define protection policies, monitor backup health, and drive restore operations across multiple environments. It emphasizes ransomware-resilient storage through immutable backup options and includes application-aware snapshot behavior for faster, more consistent recovery targets. Integration depth is strongest around backup lifecycle operations, where administrators can standardize provisioning workflows, export status, and automate routine tasks through the platform’s automation surface.
A key tradeoff is tighter coupling between workloads and Rubrik-managed components, which can increase change management when environments already depend on legacy backup processes. Rubrik fits best when teams need consistent governance, repeatable restores, and cross-environment visibility for mixed VMware and physical fleets, not when only single-application point restores are required.
- +Centralized policy management across virtual, physical, and cloud workloads
- +Immutable retention controls aimed at ransomware recovery scenarios
- +Instant VM recovery for fast business service restoration
- +Audit-oriented backup monitoring with actionable restore navigation
- –Operational dependencies on Rubrik-managed components can slow migration timelines
- –Granular restore breadth varies by workload type and snapshot capabilities
- –Automation requires platform-specific workflows rather than generic job scripting
- –Initial environment discovery and policy rollout needs careful governance discipline
Enterprise infrastructure teams
Standardize backup policies across data centers
Reduced operational drift
Security operations teams
Harden backup retention against ransomware
More reliable recovery paths
Show 2 more scenarios
Platform engineering teams
Automate restore and reporting workflows
Faster incident response
Teams integrate operational exports and scripted workflows into runbooks for repeatable recovery actions.
Application owners
Run granular file restores after corruption
Lower application downtime
Granular recovery options support targeted retrieval without full environment rollback.
Best for: Fits when teams need governed, cross-environment backups plus fast restore workflows for ransomware-focused recovery.
Acronis Cyber Protect
enterpriseIntegrated cyber protection combining backup, disaster recovery and security.
Centralized recovery orchestration pairs image-based backups with targeted VM and file restore workflows in one console.
Acronis Cyber Protect uses agent-based backup for Windows and Linux systems and can create bootable recovery media for bare-metal recovery scenarios. VM protection integrates with the hypervisor layer to restore to a running state, and granular recovery workflows support file-level extraction from backup images. Change tracking and incremental backup processing target storage and throughput efficiency, and backup verification options help validate restore points.
A key tradeoff is that deep governance and automation often require disciplined policy design across endpoints and role boundaries, especially when multiple sites and administrators are involved. The strongest usage fit is a mid-market environment that needs consistent restore behavior across physical servers and virtual machines while keeping operations centralized in one console.
- +Image-level backups support bare-metal recovery from centralized consoles
- +Hypervisor integration enables application-aware VM restore workflows
- +Policy-driven retention and restore-point verification reduce restore risk
- +Role-separated console access supports multi-admin operations
- –Cross-site policy rollouts need careful governance to avoid drift
- –Some advanced automation requires learning the product scripting interface
- –Agent management overhead increases when endpoint counts are high
Mid-market infrastructure teams
Restore failed servers quickly
Faster time-to-recovery
Operations teams managing VMs
Recover impacted virtual workloads
Reduced recovery downtime
Show 1 more scenario
Compliance-focused IT groups
Maintain usable restore points
Lower restore failure rate
Apply retention policies and backup verification to keep recovery points reliable for audits and incidents.
Best for: Fits when mixed physical and VM estates need image restores with centralized policy control.
Veeam Backup & Replication
enterpriseEnterprise data backup, recovery and replication for cloud, virtual and physical workloads.
Instant VM Recovery boots a restored VM directly from backup without completing a traditional full restore.
Veeam Backup & Replication concentrates on VM backups for VMware and Hyper-V with restore workflows built around virtualization constructs.
Change block tracking and VSS integration are used to cut incremental workload and capture application-consistent restore points.
Instant VM recovery and granular file recovery cover fast validation and targeted restores from the same backup set.
Operational automation is supported through repeatable job templates and centralized management across repositories, proxies, and schedules.
- +Change block tracking reduces full backup overhead on busy VM workloads.
- +Instant VM recovery shortens time to validate recovery without full restore.
- +Granular file recovery supports direct user-level restoration from VM backups.
- +Policy-driven retention and job scheduling reduce manual backup operations.
- –Multi-component deployments add operational overhead across proxies and repositories.
- –Agentless coverage is strongest for VMs but broader guest needs still require extra configuration.
Storage administrators and file teams
Protect NAS shares with permission metadata
Centralized targeted file restores
Virtualization administrators
Back up VMware and Hyper-V workloads
Recoverable VM restore points
Show 2 more scenarios
Systems administrators
Rebuild failed systems with bare-metal recovery
Full or file-level recovery
Restore complete systems, volumes, or selected files after hardware or system failure using bare-metal workflows.
Security and infrastructure teams
Harden backups against ransomware
More resilient recovery copies
Combine retention controls and encryption with hardened or immutable repositories to resist backup alteration.
Best for: Fits when VM-heavy environments need fast restores, granular recovery, and scheduled policy control.
Commvault Backup & Recovery
enterpriseEnterprise data protection across on-premises and cloud environments.
Unified policy and job orchestration with centralized restore planning across diverse workload sources.
Commvault Backup & Recovery is a centralized data protection system designed to coordinate agent-based backups, media server components, and storage-target workflows from one console. Granular restore is a core theme, including file-level restore paths for backed-up assets and application-aware recovery options that map to common enterprise environments. Automation is expressed through policy configuration and scheduled jobs, which reduces manual coordination when adding new sources or changing retention rules. Governance is supported by role separation in the management layer and audit-oriented operational visibility around job execution.
- +Central console coordinates backups, restores, and policies across multiple asset types
- +Granular restore workflows support targeted recovery instead of full restores
- +Job orchestration and scheduling reduce manual coordination during change windows
- +Recovery-oriented workflows support structured restoration testing and validation
- –Architecture planning for media servers, storage paths, and restore testing takes time
- –Operational overhead increases when scaling to many small asset groups
Infrastructure operations teams
Standardize backup policies across mixed workloads
Fewer manual protection steps
Platform engineering teams
Run frequent granular restore operations
Faster time to restore
Show 2 more scenarios
Security and governance teams
Validate backup recovery paths regularly
More predictable restoration outcomes
Verification and recovery testing workflows provide structured evidence for operational readiness.
Disaster recovery planners
Coordinate recovery execution at scale
Cleaner DR runbook execution
Central orchestration aligns backup sources, destinations, and recovery steps under consistent administration.
Best for: Fits when enterprises need policy-driven protection across mixed servers and granular restore workflows.
Backblaze Computer Backup
SMBUnlimited automatic backup for personal and business computers.
Change block tracking drives efficient incremental transfer for frequently modified files.
Backblaze Computer Backup installs a single agent on an end-user or server and continuously backs up files to Backblaze storage. It supports automatic background backup, file version history, and restores via web download or a restoration process for larger datasets.
- +Single agent model covers typical desktops and small servers quickly
- +Change block tracking reduces transfer time after file edits
- +File version history supports restore to an earlier point-in-time
- +Web-based file restore works without dedicated backup clients
- –No native VM image-level backup or instant VM recovery workflows
- –Limited admin governance features compared with enterprise backup platforms
- –Ransomware-resistant storage controls like object-lock are not central in the product
- –Backup scope customization can be coarse for complex multi-volume estates
Users with large archives
Recover large datasets via bulk delivery
Practical large-data recovery
Households and photographers
Continuously back up personal media
Offsite copies of media
Show 2 more scenarios
Small businesses and households
Protect computers with minimal admin
Lower backup management effort
Deploy a single client and rely on automatic background backups instead of managing backup schedules.
Individuals and small offices
Restore files after workstation failure
Recovered working user data
Restore user files after an internal drive or computer failure to resume work on a replacement.
Best for: Fits when small teams need agent-based file backup with straightforward restores across many endpoints.
AOMEI Backupper
SMBWindows backup, sync and clone software for PCs and servers.
Bootable recovery media creation streamlines offline restores when Windows cannot start.
AOMEI Backupper focuses on local and network backup workflows with a core set of image-level and file-level options for Windows systems. The product can create bootable recovery media, perform scheduled backups, and support incremental and differential chains depending on the selected backup mode.
- +Image-level backup supports bare-metal style restoration after drive failure
- +Built-in scheduling covers recurring full, incremental, and differential jobs
- +Bootable recovery media enables offline restores without a running OS
- +File-level restore from images supports granular selection during recovery
- –Centralized multi-tenant governance and RBAC are not a built-in admin model
- –Automation and API surface are limited compared with enterprise backup platforms
- –Immutable or air-gapped repository controls are not designed as policy primitives
- –Verification coverage is oriented around backup integrity rather than workload-level guarantees
Windows administrators and lab operators
Verify backup and clone integrity
Higher restore data confidence
Windows users and small offices
Restore selected folders without full rebuild
Targeted document recovery
Show 2 more scenarios
Windows power users and admins
Roll back after risky system changes
Rollback for failed updates
Capture an image before major updates and roll back to an earlier state when changes break systems.
PC technicians and Windows users
Clone to a new SSD with resizing
Migrated Windows installation
Clone a disk or partition to a replacement drive and resize partitions when layouts differ.
Best for: Fits when a small Windows environment needs scheduled disk images and straightforward restore media.
Cohesity DataProtect
enterpriseBackup and recovery for hybrid cloud with ransomware protection.
Policy-based data protection with extensible automation via API endpoints for job orchestration and operational governance.
Cohesity DataProtect targets organizations that need enterprise backup with tight control over copies, recovery, and retention. It combines data protection for virtual and physical workloads with built-in workflows for backup management, reporting, and recovery orchestration.
- +Centralized policy management for retention and storage behavior
- +Recovery workflows integrate with vSphere environments for faster VM restores
- +Built-in reporting supports audit-style visibility into backup and restore activity
- +API-driven automation enables external systems to coordinate backup operations
- –Setup requires careful design of roles, policies, and storage targets
- –Some advanced workflow controls depend on deeper configuration than basic backup tools
Hybrid cloud infrastructure teams
Coordinate backup and recovery across environments
Consistent cross-environment restores
IT governance and enterprise backup admins
Control retention lifecycles centrally
Reduced policy drift
Show 2 more scenarios
IT operations and service desk teams
Restore physical systems or individual files
Fast system or file recovery
Back up physical workloads and file systems, then perform image-level or targeted file-level restores.
Disaster recovery managers
Run orchestrated recovery runbooks
More consistent failovers
Build recovery runbooks that sequence failover actions with dependency handling, network changes, and validation steps.
Best for: Fits when enterprises need policy-driven backup operations with governance, reporting, and automation integrations.
IBM Storage Protect
enterpriseEnterprise backup and recovery software with policy-based data protection.
Centralized IBM job orchestration with enterprise-grade scheduling controls across backup clients and repository roles.
IBM Storage Protect is a data backup solution centered on IBM’s enterprise backup stack for virtualized infrastructure and mixed storage environments. It focuses on policy-driven backup operations, long-term retention, and granular restore workflows for files and application data.
- +Policy-based scheduling that standardizes backup start windows and retention behavior
- +Granular restore paths for file-level and virtualized guest recoveries
- +Operational logging and reporting that supports backup task audits
- +Media server architecture that fits larger backup repository designs
- –Setup and tuning require deeper infrastructure knowledge than agent-first backup tools
- –Restore performance tuning can be operationally complex for high change workloads
- –API and automation depth depends on IBM tooling integration rather than broad native self-serve
- –Configuration sprawl can grow across proxies, repositories, and client definitions
Data protection administrators
Centralized policy backups for mixed storage
Consistent backups across environments
Virtualization and platform teams
Restore application data in virtualized stacks
Faster application recovery
Show 2 more scenarios
Compliance and governance leads
Audit-ready logs for backup operations
Reduced audit remediation effort
Operational logging and centralized management support governance workflows and traceable backup activities.
Enterprise backup architects
Integrate media servers into backup topology
Cleaner backup infrastructure integration
Role-based components fit into established backup topologies and virtualization workflows for interoperability.
Best for: Fits when enterprise teams need policy governance, multi-repository design, and granular restore workflows for virtualized workloads.
Datto Backupify
SMBSaaS backup for Google Workspace and Microsoft 365.
API-driven provisioning for SaaS backup configurations tied to tenant-level ownership and automated job management.
Datto Backupify differentiates with cloud-first backup workflows that focus on SaaS data protection rather than only traditional server or VM imaging. It provides automated protection jobs, retention policy controls, and restore workflows for mailbox and collaboration workloads.
- +SaaS-focused restore workflows for common collaboration and mailbox data
- +Automation-friendly configuration using API endpoints for provisioning and monitoring
- +Retention policy controls are integrated into backup job configuration
- +Restore UX separates search, selection, and recovery steps for administrators
- –Primary coverage targets SaaS workloads, not a broad on-prem image platform
- –Granular controls can require more setup effort than simple one-click backups
- –Reporting depth depends on chosen integration surfaces and log exports
- –Cross-system consistency features are limited compared with VM-centric suites
Google Workspace administrators
Restore Gmail and workspace content
Restored user collaboration data
IT investigators and compliance teams
Export recovered mailbox content to PST
Portable mailbox data
Show 2 more scenarios
Help desk and IT operations teams
Respond to mailbox incidents with targeted restores
Repeatable incident recovery
Use targeted restore workflows to recover affected users and mailbox objects after deletions or accidental changes.
Salesforce and SaaS administrators
Add Salesforce protection to a SaaS strategy
Expanded recovery coverage
Include supported Salesforce data as an additional recovery option alongside other connected SaaS backup sources.
Best for: Fits when organizations need governed SaaS backup and fast mailbox and collaboration restores without managing imaging infrastructure.
NovaStor NovaBACKUP
SMBCentralized backup for Windows servers and workstations.
Catalog-first restore workflows for locating backed-up items quickly, paired with job templates for repeatable backup policies.
NovaStor NovaBACKUP performs scheduled backups with agent-based protection for servers and workstations, then restores data using file-level and system-level workflows. It focuses on policy-driven backup jobs, repository management, and verification options to support day-to-day backup operations.
- +Policy-driven job scheduling supports recurring backup workflows without custom scripts
- +Catalog-based browsing helps locate backed-up files for targeted restores
- +Repository management supports multiple storage targets within backup plans
- +Verification options help catch restore issues before they surface during an outage
- –VM and application-consistency coverage can require careful design versus general-purpose VM tooling
- –Advanced governance controls like fine-grained RBAC are limited for larger admin teams
- –Scale-out backup throughput depends heavily on media server and network tuning
- –Automation and API-based orchestration are less extensive than category leaders
IT operations teams
Run scheduled backups for servers and workstations
Consistent scheduled protection
Help desk and IT admins
Restore backed-up files quickly
Targeted restore of data
Show 2 more scenarios
System administrators
Recover systems using system-level restore
System-level recovery path
Use system-level restore workflows to recover the operating state after failures in agent-protected environments.
Infrastructure teams
Manage on-prem repositories with verification
More reliable restore outcomes
Use verification options and controlled repository topologies to support dependable restore paths.
Best for: Fits when teams need dependable backup scheduling and restore workflows with catalog browsing for files and systems.
Conclusion
After evaluating 10 data back up software, Rubrik Security Cloud stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
Frequently Asked Questions About Data Back Up Software
How do Veeam Backup & Replication and Rubrik Security Cloud deliver fast VM restores?
What breaks if RPO and RTO targets are set without aligning backup mechanisms to the workload?
Which tools provide centrally governed backup policy across mixed environments instead of per-host jobs?
How do immutable retention and audit visibility differ between Rubrik Security Cloud and IBM Storage Protect?
When should teams choose agent-based image workflows over file-only backups?
How do change-block techniques affect backup throughput and increment sizes in Backblaze Computer Backup and Veeam Backup & Replication?
What integration and API paths are available for automation in Cohesity DataProtect and Datto Backupify?
Where does restore workflow depth fall short when using AOMEI Backupper compared with enterprise suites?
How do administrators enforce access controls and reduce restore risk during operational recovery?
What tradeoffs come with catalog-first restore browsing in NovaStor NovaBACKUP versus instant recovery workflows?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
How to Choose the Right Data Back Up Software
Different tools stand apart most on how they handle restore outcomes and day-to-day management, not on marketing claims. When we compare options, criteria like Restore testing and Retention controls usually explain the real gaps.
Restore testing and validation
Why it matters
A backup is only as useful as the Restore testing and validation you can repeat. It reduces the chance you find gaps during an urgent recovery.
How to check
In a demo, ask how the product verifies restores—show any workflow that mounts or checks a restored copy. Then request a sample report or log that proves the restore ran and passed validation.
Retention controls and cleanup behavior
Why it matters
Retention controls determine what you can recover later and when older copies disappear. Poor cleanup behavior can also disrupt storage planning.
How to check
Show where retention windows are set per workload type, and confirm what happens when you change them. Ask the system to display current and upcoming deletions for a test dataset.
Granular restore options for files and apps
Why it matters
Granular restore options affect recovery speed when only part of the data is impacted. This matters when you need targeted recovery rather than restoring everything.
How to check
In the product UI, pick a test backup and try restoring a single file or a small subset. Ask whether the restore supports app-related consistency and what the tool does when you restore only part of a workload.
Automation API and job scheduling
Why it matters
Automation API and job scheduling reduce manual work and help keep backup coverage consistent. Deep scheduling and automation support make it easier to plug into your existing admin routines.
How to check
Ask for an API walkthrough: listing jobs, triggering runs, and retrieving status. Then review schedules by setting a short recurring run on a test dataset and confirm job outcomes in the dashboard or logs.
RBAC and audit logging for admins
Why it matters
RBAC and audit logging help you control who can run, view, and delete backups. Audit trails also make it easier to diagnose gaps after incidents.
How to check
During the demo, create two admin roles and verify which actions each role can take. Then perform a backup run and check whether the audit log records key events with timestamps.
Throughput visibility during backup runs
Why it matters
Throughput visibility helps you understand whether backups will finish inside your window. Without it, you can miss chronic slowness until a restore is needed.
How to check
Run a backup on a test dataset and watch live throughput, job duration, and error details. Ask where historical job performance is stored and whether you can compare runs across time.
Red flags
- Restore testing claims without repeatable, logged outcomes
- Retention changes that do not clearly show what will be deleted
- Restore flows that only support full restores, not targeted recovery
Fit by situation
- If you must prove backups are recoverable after an incident, prioritize Restore testing and validation.
- If teams need to recover only damaged parts during routine failures, prioritize Granular restore options for files and apps.
- If you manage backups across roles and want traceability, prioritize RBAC and audit logging for admins.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
- Review · 2026 · Data Science AnalyticsData Backup Software
- Review · 2026 · Storage Moving RelocationComputer Back Up Software
- Review · 2026 · Technology Digital MediaBack Up Software
- Review · 2026 · Data Science AnalyticsData Backup And Restore Software
- Review · 2026 · Data Science AnalyticsBackup Data Recovery Software
Keep exploring
Comparing two specific tools?
Software Alternatives
See head-to-head software comparisons with feature breakdowns, pricing, and our recommendation for each use case.
Explore software alternatives→In this category
Data Science & Analytics alternatives
See side-by-side comparisons of data science & analytics tools and pick the right one for your stack.
Compare data science & analytics tools→