Best Database Monitoring Tools - Page 3

How Many Database Monitoring Tools Products Does G2 Track?

Total Products under this Category: 129

Category Stats (Oct 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Sifflet (+0.28%) - Among all products in this category, Sifflet recorded the largest rating increase compared to last month

Last updated: October 11, 2026

How Does G2 Rank Database Monitoring Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 8,300+ Authentic Reviews
  • 129+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Database Monitoring Tools

G2 Grid® for Database Monitoring Tools plotting products by satisfaction and market presence

Highlighted products: Datadog, Redgate Monitor, Site24x7, Dynatrace, IBM Instana, Monte Carlo, Grafana Labs, and ManageEngine Applications Manager.

Underlying data: [Grid® JSON](https://www.g2.com/categories/database-monitoring/grids.json?focus%5B%5D=datadog&focus%5B%5D=redgate-monitor&focus%5B%5D=site24x7&focus%5B%5D=dynatrace&focus%5B%5D=ibm-instana&focus%5B%5D=monte-carlo&focus%5B%5D=grafana-labs&focus%5B%5D=manageengine-applications-manager)

SQL Diagnostic Manager

IDERA SQL Diagnostic Manager (SQL DM) is a leading SQL Server performance monitoring, diagnostics, and optimization platform for database administrators managing on-premises, cloud, and hybrid environments. Now in version 14, SQL Diagnostic Manager delivers enterprise-grade visibility into SQL Server health, availability, query performance, and resource utilization — with built-in AI-powered query and workload index optimization introduced in the latest release. SQL Diagnostic Manager monitors every critical layer of the SQL Server stack — from query execution plans, wait statistics, blocking chains, deadlocks, and TempDB pressure to OS resources, virtualization, storage, and cloud-level cost metrics. Its agentless, low-overhead architecture collects full diagnostic data without impacting production performance. With AI built directly into Query Monitor, DBAs can turn slow or expensive queries into actionable index recommendations in minutes — for a single query or an entire competing workload. The AI is DBA-controlled: all recommendations require explicit review and approval before any change is applied. No table data is ever sent to AI services. SQL Diagnostic Manager supports SQL Server on-premises, Azure SQL Database, Azure SQL Managed Instance, Amazon RDS for SQL Server, and Google Cloud SQL. Its customer-owned data repository enables multi-year forensic analysis with no ingest fees and predictable per-instance pricing. Trusted by 50,000+ database professionals, SQL Diagnostic Manager is used at enterprises including Franciscan Health, the University of Notre Dame, and the National Organization for Research. Key capabilities: real-time monitoring and alerting, AI-powered query and workload optimization, prescriptive tuning recommendations, deadlock and blocking chain analysis, TempDB and I/O diagnostics, replication monitoring, Query Store integration, adaptive baseline alerting, cost observability for cloud environments, customizable dashboards and reports, and a 14-day free trial with no credit card required.

Average Rating: 4.1/5.0

Total Reviews: 14

How Do G2 Users Rate SQL Diagnostic Manager?

  • Monitoring: 8.9/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 7.7/10 (Category avg: 9.0/10)
  • Reporting: 8.3/10 (Category avg: 8.7/10)
  • Logging: 8.6/10 (Category avg: 8.6/10)

Who Is the Company Behind SQL Diagnostic Manager?

  • Seller: Idera, Inc.
  • Year Founded: 2007
  • HQ Location: Austin, US
  • Twitter: @MigrationWiz
    482 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    285 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 57% Medium, 29% Large

What Do G2 Reviewers Say About SQL Diagnostic Manager?

AI-generated summary from verified user reviews

Pros
  • Users commend the SQL query optimization insights provided by SQL Diagnostic Manager, enhancing performance and reducing deadlocks.
  • Users find the easy installation of SQL Diagnostic Manager quite beneficial for optimizing SQL queries efficiently.
  • Users value the quick issue resolution capabilities of SQL Diagnostic Manager, which enhances incident management and prevention.
  • Users value the effective diagnosing and reporting capabilities of SQL Diagnostic Manager for streamlined troubleshooting.
Cons
  • Users frequently experience poor customer support, facing delays and difficulties in resolving issues effectively.
  • Users report delay issues with SQL Diagnostic Manager, which can hinder prompt database performance monitoring.
  • Users find the difficult setup of SQL Diagnostic Manager time-consuming and support hard to reach during issues.
  • Users find SQL Diagnostic Manager to be expensive, which can be a barrier for smaller organizations or teams.
  • Users find the inefficient alert system challenging, as it lacks customization and can be overwhelming for effective use.

What Are Recent G2 Reviews of SQL Diagnostic Manager?

Sifflet

Sifflet is the control plane for Data and AI. Data teams spend too much time firefighting — bad data reaches the business before anyone catches it, root cause takes days, and the fix is invisible to the stakeholders who were burned. The result is a slow erosion of trust in every dashboard, report, and AI output the company relies on. We give data teams one layer that catches issues across the full stack, explains exactly where they came from, and shows how to resolve them — before the CFO sees the wrong number. Teams like BBC, Saint-Gobain, Euronext, and CMA-CGM use Sifflet to run reliable data infrastructure at enterprise scale — with coverage from legacy systems to modern cloud stacks. The result: fewer incidents, faster root cause, and data that can be defended in any meeting.

Average Rating: 4.3/5.0

Total Reviews: 55

How Do G2 Users Rate Sifflet?

  • Monitoring: 10.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Sifflet?

  • Seller: Sifflet
  • Year Founded: 2021
  • HQ Location: Paris, Ile-de-France
  • Twitter: @Siffletdata
    389 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 73% Medium, 23% Large

What Do G2 Reviewers Say About Sifflet?

AI-generated summary from verified user reviews

Pros
  • Users value the efficiency improvements of Sifflet for effective issue spotting and timely alerts on Slack.
  • Users find Sifflet's ease of use enhances monitoring, facilitating quick responses to issues and notifications.
  • Users value the monitoring capabilities of Sifflet, enabling effective management and identification of data anomalies.
  • Users value the full visibility of data lineage from Sifflet, enhancing understanding of data flow and dependencies.
  • Users value the real-time alerting system for proactive issue spotting and collaboration across teams using Slack.
Cons
  • Users find the limited customization options frustrating, particularly for bulk editing and advanced configurations.
  • Users report a complex setup process for Sifflet, requiring significant time and effort for onboarding and monitoring.
  • Users find the overwhelming number of alerts challenging, requiring significant time to manage incidents effectively.
  • Users note the limited integration options with Hadoop and Elasticsearch, hindering its effectiveness for large data loads.
  • Users experience occasional lineage view loading delays and confusion in complex data warehouse architectures.

What Are Recent G2 Reviews of Sifflet?

DBmarlin

DBmarlin is database monitoring for modern architectures and teams. It helps customers to optimise their database performance by providing deep visibility and wide support for both on-prem and cloud databases. It also understands change and the performance impact and can integrate and add value to existing tools. In short, DBmarlin ensures your databases run fast and stay fast. You can get started for free.

Average Rating: 4.7/5.0

Total Reviews: 17

How Do G2 Users Rate DBmarlin?

  • Monitoring: 9.4/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.0/10)
  • Reporting: 8.1/10 (Category avg: 8.7/10)
  • Logging: 8.1/10 (Category avg: 8.6/10)

Who Is the Company Behind DBmarlin?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 44% Small, 22% Medium

What Do G2 Reviewers Say About DBmarlin?

AI-generated summary from verified user reviews

Pros
  • Users find DBMarlin's installation process easy, allowing their DBA teams to set it up efficiently.
  • Users find DBmarlin's comprehensive monitoring capabilities invaluable for tracking database performance and issues effectively.
Cons
  • Users feel the data retention period is too short, and GUI performance may vary based on server setup.
  • Users feel that the poor UI performance of DBmarlin detracts from their overall user experience.
  • Users find the slow performance of DBmarlin affects usability and relies heavily on the on-prem server setup.

What Are Recent G2 Reviews of DBmarlin?

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Percona Monitoring and Management (PMM)

Percona Monitoring and Management (PMM) is an open source database observability, monitoring, and management tool. It allows database users to observe the health of their systems, explore new patterns in database behavior, quickly troubleshoot issues, and perform database management operations no matter where they are located - on-premises or in the cloud. PMM insights help catch and fix database issues before they start affecting end-users, enabling Developers, DBAs & SREs to focus on important projects instead of spending most of their time hunting down the root cause of the database performance degradation or downtime incidents.

Average Rating: 4.5/5.0

Total Reviews: 31

How Do G2 Users Rate Percona Monitoring and Management (PMM)?

  • Monitoring: 8.7/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.0/10)
  • Reporting: 7.9/10 (Category avg: 8.7/10)
  • Logging: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Percona Monitoring and Management (PMM)?

  • Seller: Percona
  • Year Founded: 2006
  • HQ Location: Durham, North Carolina
  • Twitter: @Percona
    16,424 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    353 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 45% Medium, 29% Small

What Are Recent G2 Reviews of Percona Monitoring and Management (PMM)?

What Are G2 Users Discussing About Percona Monitoring and Management (PMM)?

Foglight for Databases

Offering a holistic approach to database monitoring, Quest's Foglight for Databases effectively merges and standardizes database performance monitoring across platforms regardless of their location—cloud or on-premise—including relational, non-relational, open-source, and cloud-only databases. Featuring deep diagnostic capabilities, organizations can proactively manage and tune both real-time and historical performance, while troubleshooting and enhancing the overall health of their database environment.

Average Rating: 4.0/5.0

Total Reviews: 43

How Do G2 Users Rate Foglight for Databases?

  • Monitoring: 9.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.0/10)
  • Reporting: 8.7/10 (Category avg: 8.7/10)
  • Logging: 9.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Foglight for Databases?

  • Seller: Quest Software
  • Year Founded: 1987
  • HQ Location: Austin, TX
  • Twitter: @Quest
    17,109 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,507 employees on LinkedIn®
  • Ownership: NYSE: DGX

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 57% Large, 35% Medium

What Are Recent G2 Reviews of Foglight for Databases?

What Are G2 Users Discussing About Foglight for Databases?

Pxier Event

Pxier Event is a cloud-based banquet application software service designed to your event management needs, with features and functions to help you manage your events and business needs.

Average Rating: 4.4/5.0

Total Reviews: 19

How Do G2 Users Rate Pxier Event?

  • Monitoring: 9.2/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.0/10)
  • Reporting: 8.3/10 (Category avg: 8.7/10)
  • Logging: 9.5/10 (Category avg: 8.6/10)

Who Is the Company Behind Pxier Event?

  • Seller: Pxier
  • Year Founded: 2008
  • HQ Location: Montreal, CA
  • Twitter: @Pxierweb
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 47% Small, 32% Medium

What Do G2 Reviewers Say About Pxier Event?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Exmon DG, highlighting its user-friendly setup and operational efficiency.
  • Users appreciate the exception management feature of Pxier Event, gaining control and trust in their data quality.
  • Users value the robust data management capabilities of Pxier Event, enhancing data quality and governance effectively.
  • Users value the exception monitoring capabilities of Pxier Event, empowering data integrity and timely anomaly detection.
  • Users value the data discovery capabilities of Pxier Event, enabling quick identification of anomalies and enriching datasets.
Cons
  • Users find the limited functionality of Pxier Event lacks value compared to other data management options available.
  • Users feel the missing features in Pxier Event, like modern UI and drag-and-drop tools, limit its effectiveness.
  • Users find the poor UI of Pxier Event confusing and in need of a significant visual improvement.
  • Users find the interface complexity of Pxier Event confusing, making it difficult to navigate and use effectively.
  • Users find the UI confusing and unnecessarily complicated, wishing for a more user-friendly design and features.

What Are Recent G2 Reviews of Pxier Event?

What Are G2 Users Discussing About Pxier Event?

Netreo

Netreo is the most comprehensive IT Operations full stack monitoring and AIOps company. We provide a single source of truth for proactive performance and availability monitoring for large enterprise networks, infrastructure, applications and business services. Our solution is used by: - IT Executives to have full visibility from the business service right down into the infrastructure and network that supports it. - IT Engineering departments as a decision support system for capacity planning, and architecting modern solutions. - IT Operations teams for real time visibility into what is failing in their environment, what bottlenecks exist and who it is affecting. We provide all of these insights for systems and vendor mixes in large heterogeneous and constantly evolving environments. We have an extensive and growing list of supported vendors (over 350 integrations) including network vendors, servers, storage, virtualization, cloud platforms and others. Our platform is also an extensible environment with the ability for our user community to build and share their integrations with others in our customer community.

Average Rating: 4.5/5.0

Total Reviews: 54

How Do G2 Users Rate Netreo?

  • Monitoring: 9.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.0/10)
  • Reporting: 8.1/10 (Category avg: 8.7/10)
  • Logging: 8.8/10 (Category avg: 8.6/10)

Who Is the Company Behind Netreo?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Primary/Secondary Education
  • Company Size: 37% Medium, 34% Large

What Are Recent G2 Reviews of Netreo?

What Are G2 Users Discussing About Netreo?

Anomalo

Anomalo is the agentic data management platform that autonomously monitors, investigates, surfaces, and reports on what matters across your data. No code, no prompts, and no manual tedium required. Using a proprietary data profiling and prediction engine, Anomalo learns the normal behavior of your data and identifies anomalies and noteworthy changes such as drift, missing records, schema changes, PII exposure, contradictions, bias, and more. This deep data understanding is what powers the suite of 9 agents that automate repetitive data tasks. Anomalo fits into any data stack with native integrations for Snowflake, Databricks, BigQuery, Redshift, Atlan, Alation, Airflow, dbt, Jira, ServiceNow, Slack, and Microsoft Teams. It can be deployed as SaaS, hybrid, in-VPC, or as a Snowflake Native App and meets the strictest enterprise security and compliance requirements. Enterprises use Anomalo to ensure trusted data for dashboards, regulatory reporting, customer analytics, operational intelligence, and AI/ML pipelines. Fortune 500 companies choose Anomalo because it delivers unmatched data intelligence without having to make compromises on scale, security, or simplicity.

Average Rating: 4.4/5.0

Total Reviews: 44

How Do G2 Users Rate Anomalo?

  • Monitoring: 8.1/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.0/10)
  • Reporting: 7.2/10 (Category avg: 8.7/10)
  • Logging: 6.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Anomalo?

  • Seller: Anomalo
  • Company Website:
  • Year Founded: 2018
  • HQ Location: N/A
  • Twitter: @anomalo_hq
    555 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    72 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Computer Software
  • Company Size: 50% Medium, 48% Large

What Are Recent G2 Reviews of Anomalo?

What Are G2 Users Discussing About Anomalo?

SQLTreeo Monitoring

As a business leader you have a lot to think about. Instead of designing and implementing your own database monitoring procedures, why not call in the experts at SQLTreeo? Our comprehensive monitoring tool gives you complete peace of mind and means you can focus on doing what you do best – managing and growing your business.

Average Rating: 4.0/5.0

Total Reviews: 21

How Do G2 Users Rate SQLTreeo Monitoring?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.0/10)

Who Is the Company Behind SQLTreeo Monitoring?

  • Seller: SQLTReeo
  • Year Founded: 1998
  • HQ Location: Vleuten, Netherlands
  • Twitter: @SQLTreeo
    24 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 59% Medium, 27% Large

What Are Recent G2 Reviews of SQLTreeo Monitoring?

What Are G2 Users Discussing About SQLTreeo Monitoring?

Kloudio

Kloudio gives users the power to access and update any database within Google Sheets - without any IT involvement or query language necessary.

Average Rating: 3.9/5.0

Total Reviews: 22

How Do G2 Users Rate Kloudio?

  • Monitoring: 5.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 7.8/10 (Category avg: 9.0/10)
  • Reporting: 5.8/10 (Category avg: 8.7/10)
  • Logging: 5.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Kloudio?

  • Seller: Kloudio
  • Year Founded: 2017
  • HQ Location: San Jose, CA
  • Twitter: @kloudioinc
    183 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 52% Small, 39% Medium

What Are Recent G2 Reviews of Kloudio?

Unravel Data

Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to address the speed and scale of modern data platforms like Databricks, Snowflake, and BigQuery, Unravel’s AI-powered Insights Engine provides recommendations to make smarter decisions and optimize your cloud data analytics' performance, reliability, and efficiency. You get full-stack, 'workload-aware' contextual intelligence about your data applications and pipelines, with AI-driven recommendations on where and how to improve and optimize DataOps, analytics, and AI, helping you troubleshoot faster, meet SLAs, and keep budgets under control. With Unravel, data teams unlock business value from data more quickly and efficiently. Unravel leverages AI and automation to provide real-time, user-level spend reporting, code-level cost optimization tips, and automated spend controls designed to empower and unify DataOps and FinOps teams. With Unravel, data teams can monitor data flows through their pipelines, and detect code, configuration, and infrastructure issues. By correlating and analyzing the full stack of telemetry metadata, Unravel provides easy-to-understand insights, actionable recommendations, and automation to optimize performance and efficiency before you deploy into production. Unravel Data radically transforms the way businesses understand and optimize the performance and cost of their modern data applications – and the complex data pipelines that power those applications. Providing a unified view across the entire data stack, Unravel’s market-leading data observability platform leverages AI, machine learning, and advanced analytics to provide modern data teams with the actionable recommendations they need to turn data into insights. Recently recognized by CRN as a Cloud 100 Company for 2025 and named Best Data Tool & Platform of 2023 by the annual SIIA CODiE Awards, Unravel Data is trusted by some of the world’s most recognized brands, including Maersk, Mastercard, and Equifax to unlock data-driven insights and deliver new innovations to market.

Average Rating: 4.4/5.0

Total Reviews: 36

How Do G2 Users Rate Unravel Data?

  • Monitoring: 9.7/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.0/10)
  • Reporting: 9.0/10 (Category avg: 8.7/10)
  • Logging: 8.8/10 (Category avg: 8.6/10)

Who Is the Company Behind Unravel Data?

  • Seller: Unravel Data
  • Year Founded: 2016
  • HQ Location: Mountain View, CA
  • Twitter: @unraveldata
    1,029 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    104 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 81% Large, 17% Small

What Do G2 Reviewers Say About Unravel Data?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of access and user-friendly interface of Unravel Data, enhancing their data analysis experience.
  • Users enjoy the easy setup of Unravel Data, finding it intuitive to add AI agents effortlessly.
  • Users value the efficiency of Unravel Data, enabling quick data analysis and effective issue diagnosis.
  • Users value the clear performance insights from Unravel Data, enabling quick analysis and efficient issue diagnosis.
  • Users appreciate the installation ease of Unravel Data, enjoying its user-friendly interface and straightforward AI agent integration.
Cons
  • Users find limited features in Unravel Data, affecting its usability with large datasets and advanced performance metrics.
  • Users find the complex configuration of advanced features challenging, making it difficult to interpret some insights effectively.
  • Users find the complex setup for advanced features challenging, often needing extra context for insights interpretation.
  • Users find the configuration difficulty of advanced features in Unravel Data frustrating and challenging to manage.
  • Users dislike the configuration challenges in Unravel Data, especially when tuning detailed metrics and interpreting insights.

What Are Recent G2 Reviews of Unravel Data?

What Are G2 Users Discussing About Unravel Data?

ServiceNow Cloud Observability (formerly LightStep)

Lightstep’s observability platform is the easiest way for developers and SREs to monitor health and respond to changes in cloud-native applications. Powered by cutting-edge distributed tracing and a groundbreaking metrics database, and built by the team that launched observability at Google, Lightstep’s Change Intelligence provides actionable insights to help teams answer the question “What caused that change? Lightstep empowers reliability and observability managers to minimize the impact of outages, improve software performance, and build org-wide standards to drive adoption and automation.

Average Rating: 4.6/5.0

Total Reviews: 19

How Do G2 Users Rate ServiceNow Cloud Observability (formerly LightStep)?

  • Monitoring: 8.8/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.0/10)
  • Reporting: 7.8/10 (Category avg: 8.7/10)
  • Logging: 7.9/10 (Category avg: 8.6/10)

Who Is the Company Behind ServiceNow Cloud Observability (formerly LightStep)?

  • Seller: ServiceNow
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • Twitter: @servicenow
    55,548 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35,078 employees on LinkedIn®
  • Ownership: NYSE:NOW

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 45% Large, 35% Medium

What Are Recent G2 Reviews of ServiceNow Cloud Observability (formerly LightStep)?

JackDB

JackDB is a secure, collaborative environment for your queries and data-driven insights.

Average Rating: 4.5/5.0

Total Reviews: 15

How Do G2 Users Rate JackDB?

  • Monitoring: 8.9/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.0/10)
  • Reporting: 9.4/10 (Category avg: 8.7/10)
  • Logging: 7.8/10 (Category avg: 8.6/10)

Who Is the Company Behind JackDB?

  • Seller: JackDB
  • HQ Location: N/A
  • Twitter: @jackdb
    64 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Medium, 27% Small

What Are Recent G2 Reviews of JackDB?

NetApp Data Infrastructure Insights

NetApp Cloud Insights is an infrastructure monitoring tool that gives you visibility into your complete infrastructure. With Cloud Insights, you can monitor, troubleshoot and optimize all your resources including your public clouds and your private data centers.

Average Rating: 4.4/5.0

Total Reviews: 13

How Do G2 Users Rate NetApp Data Infrastructure Insights?

  • Monitoring: 8.3/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.0/10)
  • Reporting: 9.2/10 (Category avg: 8.7/10)
  • Logging: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind NetApp Data Infrastructure Insights?

  • Seller: NetApp
  • Year Founded: 1992
  • HQ Location: Sunnyvale, California
  • Twitter: @NetApp
    118,015 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12,706 employees on LinkedIn®
  • Ownership: NASDAQ

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 43% Large, 29% Small

What Do G2 Reviewers Say About NetApp Data Infrastructure Insights?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the effective real-time monitoring of NetApp Data Infrastructure Insights, enhancing cloud resource management and integration.
  • Users value the effective reporting capabilities of NetApp Data Infrastructure Insights, aiding in understanding infrastructure deployments.
  • Users value the real-time reporting features of NetApp Data Infrastructure Insights for enhanced cloud resource management.
  • Users value the all-in-one solution of NetApp Data Infrastructure Insights, enjoying seamless integration and real-time analytics.
  • Users value the real-time insights from NetApp Data Infrastructure Insights, enhancing infrastructure management and analytics capabilities.
Cons
  • Users find the cost prohibitive, making it a challenge for some organizations to adopt NetApp Data Infrastructure Insights.
  • Users often face pricing issues with NetApp Data Infrastructure Insights, making cost management challenging and frustrating.

What Are Recent G2 Reviews of NetApp Data Infrastructure Insights?

What Are G2 Users Discussing About NetApp Data Infrastructure Insights?

Pantomath

Pantomath is pioneering the Data Operations Center (DOC), establishing a centralized, AI-driven platform necessary to manage data reliability as a strategic operational function. We are the first platform designed to continuously monitor, diagnose, and autonomously resolve data incidents across the entire cross-platform data ecosystem. Our approach transforms data reliability from a constant liability into an assured competitive advantage. Using purpose-built AI agents and a proprietary cross-platform interoperable data fabric, Pantomath automates the entire incident lifecycle: identifying the issue, pinpointing the single root cause, and executing immediate containment and mitigation. We empower organizations to move beyond costly reactive fixes, ensuring trustworthy data is delivered consistently and confidently to all stakeholders and consuming systems. Pantomath is designed for platform reliability teams, data engineers, and leaders responsible for data quality and SLAs. It supports critical use cases such as: - Detecting and resolving data incidents before stakeholders are affected - Unifying metadata, lineage, and job execution data for faster RCA - Automating resolution workflows and reducing mean time to acknowledge, detect, and resolve - Improving data trust across business teams by enabling transparency and accountability Key capabilities include: - Automated Discovery and Monitoring: Map and monitor pipelines, datasets, stored procedures, and dependencies across your stack. - AI-Powered RCA and Recommendations: Use built-in copilots to surface root cause and next steps in minutes. - Incident Correlation and Impact Analysis: Highlight downstream impact and notify the right teams in real time. - Autonomous Remediation: Self-heal pipelines through configurable automation policies. - Bring Your Own Catalog (BYOC): Integrate existing metadata tools to centralize data context. Pantomath gives enterprises a systemic, automated approach to data reliability - delivering trust, reducing noise, and empowering teams to scale data operations with confidence.

Average Rating: 4.7/5.0

Total Reviews: 15

How Do G2 Users Rate Pantomath?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Pantomath?

  • Seller: Pantomath Inc.
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Cincinnati
  • LinkedIn® Page: www.linkedin.com
    62 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services
  • Company Size: 73% Large, 27% Medium

What Do G2 Reviewers Say About Pantomath?

AI-generated summary from verified user reviews

Pros
  • Users value the outstanding data lineage visualization of Pantomath, enhancing efficiency in managing complex data operations.
  • Users appreciate the responsive customer support from Pantomath, ensuring a smooth setup and continuous improvements.
  • Users praise Pantomath for its exceptional efficiency improvements, enabling faster issue resolution and streamlined data operations.
  • Users value the comprehensive data visibility Pantomath offers, enhancing tracking and troubleshooting of their data operations.
  • Users value the effective issue resolution in Pantomath, allowing for quick identification and fixing of data pipeline problems.
Cons
  • Users find the initial alert overwhelm from Pantomath challenging, though support helps refine the system over time.
  • Users find the poor documentation of Pantomath challenging for integration, despite prompt bug fixes from the team.
  • Users find the complex setup of Pantomath challenging, requiring time to adjust and manage configurations effectively.
  • Users find it difficult to learn Pantomath, especially if they lack prior experience with its features.
  • Users find the learning curve challenging, especially for those lacking prior experience with certain features.

What Are Recent G2 Reviews of Pantomath?

Tian Lin
TL
Researched and written by Tian Lin
Updated October 9, 2026