Software Alternatives, Accelerators & Startups

NetApp VS Datagaps

Compare NetApp VS Datagaps and see what are their differences

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NetApp logo NetApp

NetApp offers storage and data management solutions that enable customers to accelerate business innovations and achieve cost efficiencies.

Datagaps logo Datagaps

Gartner-listed DataOps + Data Observability platform. One unified suite to validate ETL, BI, Data Quality, and AI pipelines. 100+ enterprises.
  • NetApp Landing page
    Landing page //
    2023-10-20
  • Datagaps DataGaps DataOps Suite Dashboard
    DataGaps DataOps Suite Dashboard //
    2026-07-28

Datagaps makes data trustworthy โ€” for confident BI analytics, compliant AI models, zero-defect data migrations and data transformations at scale.

The only platform recognized by Gartner in BOTH the DataOps Tools AND Data Observability market guides, Datagaps unifies what enterprises have historically stitched together from three or more tools: ETL testing, BI validation, data quality monitoring, and test data management โ€” in a single platform with shared rules, lineage, and governance.

Powered by Agentic AI, the DataOps Suite auto-generates tests, self-heals with schema changes, summarizes BI report differences, and recommends smart quality rules โ€” so data teams spend time on decisions, not defect hunting. Outcomes delivered to 100+ enterprise customers: 500B+ Records validated across ETL & cloud pipelines 10M+ Automated test cases run with zero manual scripting 80% Faster test cycles vs. manual testing approach 60% Reduction in data errors detected before production 70% Reduction in ETL validation spend 200+ Native data source connectors

SOC 2 Type II certified. US Patented ELV architecture. Informatica Certified. Embedded LLM โ€” your data never leaves your environment.

Products: DataOps Suite | ETL Validator | BI Validator | Data Quality Monitor | Test Data Manager

Platforms: 200+ Integration flexibility such as Snowflake, Databricks, Azure Synapse, AWS Redshift, Power BI, Tableau, Oracle Analytics, Salesforce, Informatica, dbt

Datagaps

Release Date
2010 July
Startup details
Country
United States
State
virginia
City
herndon
Founder(s)
Narendar Yalamanchilli
Employees
100 - 249

NetApp features and specs

  • Scalability
    NetApp offers solutions that are highly scalable, allowing businesses to grow their storage capabilities as their data needs increase without significant overhauls.
  • Data Management
    NetApp provides robust data management features, including backup, recovery, and replication, which help ensure data reliability and integrity.
  • Flexibility
    With support for various deployment models such as on-premises, hybrid, and cloud, NetApp offers flexible options tailored to different business needs.
  • Performance
    NetApp systems are known for high performance, especially in handling demanding workloads, making them ideal for enterprise environments.
  • Data Security
    Comprehensive security features, including encryption and compliance with various standards, help protect sensitive data from unauthorized access and breaches.

Possible disadvantages of NetApp

  • Complexity
    The vast array of features and configurations can make NetApp systems complex to manage and configure for some users, particularly smaller businesses without specialized IT staff.
  • Cost
    NetApp solutions can be expensive, especially for small to mid-sized businesses, when considering the total cost of ownership, including hardware, software, and ongoing support.
  • Learning Curve
    The platform may have a steep learning curve for new users, requiring significant training and time to fully understand and leverage its capabilities.
  • Vendor Lock-in
    Relying heavily on NetApp's ecosystem might lead to vendor lock-in, making it challenging to switch to alternative solutions or integrate with non-NetApp components.
  • Support
    While NetApp provides support, some users report that getting timely and effective support can sometimes be challenging, especially for more complex issues.

Datagaps features and specs

No features have been listed yet.

Analysis of Datagaps

Overall verdict

  • Datagaps is a solid choice for organizations seeking specialized data testing and quality automation tools, particularly for ETL, BI, and data warehouse validation. It offers a comprehensive suite tailored to data-centric QA needs, though it may be less known than larger enterprise testing platforms.

Why this product is good

  • Offers a dedicated suite for ETL, data warehouse, and BI testing automation (DataOps Suite)
  • Supports test automation for reports, dashboards, and data migration validation
  • Provides no-code/low-code test creation, making it accessible to non-technical testers
  • Includes robust data reconciliation and comparison features across multiple data sources
  • Integrates with popular BI tools like Tableau, Power BI, and various databases and cloud platforms
  • Helps reduce manual testing effort and time for large-scale data validation projects

Recommended for

  • Enterprises with complex ETL and data warehouse testing needs
  • QA teams responsible for validating BI reports and dashboards
  • Organizations undergoing data migration or cloud data platform transitions
  • Companies seeking to automate data quality and reconciliation checks
  • Teams looking for no-code testing solutions for data pipelines
  • Businesses needing regulatory or compliance-driven data validation

NetApp videos

NetApp AFF A800 Review

More videos:

  • Review - NetApp ONTAP Review (Real User: Matt Ebert)
  • Review - NetApp ONTAP Review (Real User: Brad Schlict)

Datagaps videos

Datagaps DataOps Suite: The Comprehensive End-to-End Data Validation Platform

Category Popularity

0-100% (relative to NetApp and Datagaps)
Cloud Storage
100 100%
0% 0
Data Quality
0 0%
100% 100
Storage
100 100%
0% 0
Testing
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare NetApp and Datagaps

NetApp Reviews

The 12 Best Object Storage Solutions and Distributed File Systems in 2022
While NetApp predominantly offers on-prem storage infrastructure, the provider also specializes in hybrid cloud data services that facilitate the management of applications and data across cloud and on-prem environments. The vendorโ€™s object storage solution, StorageGRID, is a platform available as software and hardware appliances that can run in the public cloud and on-prem....

Datagaps Reviews

We have no reviews of Datagaps yet.
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What are some alternatives?

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RightData - Automated ETL test validation

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CTERA - CTERA is the global leader in edge-to-cloud file services.