# Best Database Monitoring Tools - Page 2

*By [Tian Lin](https://research.g2.com/insights/author/tian-lin)*


Database Monitoring Tools facilitate the monitoring and tracking of a database’s performance. This enables users to identify and solve any potential performance issues as well as track changes in the database’s function. This is made possible through monitoring elements such as query execution time, connectivity, and more, and then comparing the monitored items to performance benchmarks set either by the software itself or by database administrators.

Database monitoring tools are used by database administrators to help maintain database performance and pinpoint potential issues to prevent downtime. These tools will often integrate with [IT alerting software](https://www.g2.com/categories/it-alerting-software), [log analysis software](https://www.g2.com/categories/log-analysis), and other IT issue resolution products to more aptly flesh out the IT infrastructure maintenance ecosystem.

To qualify for inclusion in the Database Monitoring category, a product must:

- Monitor the performance of a database or databases
- Alert users when an issue or potential issue occurs
- Provide reporting capabilities for database performance





## Top Database Monitoring Tools at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [Datadog](https://www.g2.com/products/datadog/reviews) | 4.4/5.0 (709 reviews) | Cross-stack database observability with unified APM correlation | "[Unified Observability with Powerful Integrations and Fast Root Cause Analysis](https://www.g2.com/survey_responses/datadog-review-12783228)" |
| 2 | [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) | 4.4/5.0 (468 reviews) | Auto-discovered database query tracing in microservices | "[Instant Service Discovery and Game-Changing Alerting for Faster Incident Response](https://www.g2.com/survey_responses/ibm-instana-review-12370400)" |
| 3 | [Redgate Monitor](https://www.g2.com/products/redgate-monitor/reviews) | 4.5/5.0 (126 reviews) | SQL Server estate-wide performance visibility | "[Best-in-Class Help for SQL Server DBA Troubleshooting](https://www.g2.com/survey_responses/redgate-monitor-review-12309964)" |
| 4 | [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) | 4.3/5.0 (526 reviews) | ML-automated pipeline anomaly detection with lineage | "[Automated Monitoring and Lineage That Quickly Boost Data Trust](https://www.g2.com/survey_responses/monte-carlo-review-13033733)" |
| 5 | [Dynatrace](https://www.g2.com/products/dynatrace/reviews) | 4.5/5.0 (1,231 reviews) | AI-driven root cause analysis across full-stack | "[Fully Automated Root-Cause Analysis with Lightning-Fast Performance](https://www.g2.com/survey_responses/dynatrace-review-12592533)" |
| 6 | [Site24x7](https://www.g2.com/products/site24x7/reviews) | 4.6/5.0 (428 reviews) | Cross-stack database and infrastructure uptime monitoring | "[Site24x7: Unified Monitoring with Smart AI Alerts and Root-Cause Insights](https://www.g2.com/survey_responses/site24x7-review-13054966)" |
| 7 | [ManageEngine Applications Manager](https://www.g2.com/products/manageengine-applications-manager/reviews) | 4.7/5.0 (106 reviews) | Cross-stack DB monitoring with unified RCA | "[Comprehensive Tool for Application Performance Management](https://www.g2.com/survey_responses/manageengine-applications-manager-review-12533668)" |
| 8 | [SolarWinds Database Observability](https://www.g2.com/products/database-observability/reviews) | 4.5/5.0 (223 reviews) | Wait-time-based query-level database performance analysis | "[Excellent Database Visibility with Clear Dashboards and Real-Time Monitoring](https://www.g2.com/survey_responses/solarwinds-database-observability-review-12231701)" |
| 9 | [Checkmk](https://www.g2.com/products/checkmk/reviews) | 4.7/5.0 (291 reviews) | Proactive database and infrastructure alerting with auto-discovery | "[Enterprise grade monitoring as it should be](https://www.g2.com/survey_responses/checkmk-review-1510115)" |
| 10 | [Rakuten SixthSense Observability](https://www.g2.com/products/rakuten-sixthsense-observability/reviews) | 4.6/5.0 (52 reviews) | Full-stack DB query diagnostics with AIOps alerting | "[A very good SAAS monitoring &amp; observability tool](https://www.g2.com/survey_responses/rakuten-sixthsense-observability-review-11287792)" |


## How Many Database Monitoring Tools Products Does G2 Track?
**Total Products under this Category:** 120

### Category Stats (Jul 2026)
- **Average Rating**: 4.49/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Orchestra (+1.37%) - Among all products in this category, Orchestra recorded the largest rating increase compared to last month
*Last updated: July 03, 2026*


## How Does G2 Rank Database Monitoring Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 8,000+ Authentic Reviews
- 120+ 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.


## Which Database Monitoring Tools Is Best for Your Use Case?

- **Leader:** [Datadog](https://www.g2.com/products/datadog/reviews)
- **Highest Performer:** [Pandora FMS](https://www.g2.com/products/pandora-fms/reviews)
- **Easiest to Use:** [Pandora FMS](https://www.g2.com/products/pandora-fms/reviews)
- **Top Trending:** [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews)
- **Best Free Software:** [Dynatrace](https://www.g2.com/products/dynatrace/reviews)


---

**Sponsored**

### 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.



[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&amp;secure%5Bad_slot%5D=category_product_list&amp;secure%5Bcategory_id%5D=1867&amp;secure%5Bchosen_at%5D=2026-07-03T14%3A32%3A25Z&amp;secure%5Bdisplayable_resource_id%5D=1867&amp;secure%5Bdisplayable_resource_type%5D=Category&amp;secure%5Bmedium%5D=sponsored&amp;secure%5Bplacement_reason%5D=page_category&amp;secure%5Bplacement_resource_ids%5D%5B%5D=1867&amp;secure%5Bprioritized%5D=false&amp;secure%5Bproduct_id%5D=163828&amp;secure%5Bresource_id%5D=1867&amp;secure%5Bresource_type%5D=Category&amp;secure%5Bsource_type%5D=category_page&amp;secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdatabase-monitoring&amp;secure%5Btoken%5D=5a9a038844a4588eae32c34a7f016fdf2b7666f7b2e4e487bc14987760747928&amp;secure%5Burl%5D=https%3A%2F%2Fwww.dbmarlin.com%2Fg2&amp;secure%5Burl_type%5D=product_website)

---

## What Are the Top-Rated Database Monitoring Tools Products in 2026?
### 1. [Progress OpenEdge](https://www.g2.com/products/progress-progress-openedge/reviews)
OpenEdge 12 provides the performance, availability, agility and security you need to facilitate your application evolution effort. Read about the exceptional enhancements and new features in OpenEdge 12 that will help you easily pivot to meet market demands, scale the application as your business requires, and dramatically improve performance, allowing the organization to accelerate time to market, increase efficiencies, save expenses, increase availability and continue to compete effectively.


**Average Rating:** 4.0/5.0
**Total Reviews:** 37
**How Do G2 Users Rate Progress OpenEdge?**

- **Monitoring:** 7.9/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.0/10)
- **Reporting:** 8.3/10 (Category avg: 8.7/10)
- **Logging:** 8.1/10 (Category avg: 8.6/10)

**Who Is the Company Behind Progress OpenEdge?**

- **Seller:** [Progress Software](https://www.g2.com/sellers/progress-software)
- **Company Website:** https://www.progress.com/
- **Year Founded:** 1981
- **HQ Location:** Burlington, MA.
- **Twitter:** @ProgressSW (48,773 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/progress-software/ (4,205 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Senior Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Enterprise, 37% Mid-Market



#### What Are Recent G2 Reviews of Progress OpenEdge?

**"[Excellent language for Enterprise applications](https://www.g2.com/survey_responses/progress-openedge-review-8142712)"**

**Rating:** 5.0/5.0 stars
*— JuanCarlos P.*

[Read full review](https://www.g2.com/survey_responses/progress-openedge-review-8142712)

---

**"[Best Enterprise-Grade Development Platform For Everyone](https://www.g2.com/survey_responses/progress-openedge-review-9817184)"**

**Rating:** 4.0/5.0 stars
*— Marko B.*

[Read full review](https://www.g2.com/survey_responses/progress-openedge-review-9817184)

---


#### What Are G2 Users Discussing About Progress OpenEdge?

- [Who uses OpenEdge?](https://www.g2.com/discussions/who-uses-openedge)
- [Is progress OpenEdge free?](https://www.g2.com/discussions/is-progress-openedge-free)
- [What is Progress Software used for?](https://www.g2.com/discussions/what-is-progress-software-used-for)
- [What is Progress Software OpenEdge?](https://www.g2.com/discussions/what-is-progress-software-openedge)

### 2. [OpenText Operations Bridge (OpsBridge)](https://www.g2.com/products/opentext-operations-bridge-opsbridge/reviews)
Micro Focus is now part of OpenText! OpenText™ Operations Bridge (OpsBridge) automatically monitors and analyzes the health and performance of Hybrid IT resources across any device, operating system, database, application, or service on all data types. With industry-leading AIOps capabilities, including event consolidation engines and noise reduction technology, it uniquely integrates end-to-end service awareness with rule and machine learning-based event correlation capabilities. Problems identified using a Vertica big data lake and machine learning, for example, to identify significant logs, can be manually or automatically remediated with flexible runbook automation and orchestration. These capabilities also apply to over 200 integrations with third-party tools and technology stacks. Executive stakeholders gain actionable insight on any device that has a browser with tailored dashboards showing vital status, business, and IT KPIs. Hybrid Cloud Monitoring for the Digital Enterprise Hybrid IT has quickly become the new normal, and IT operations teams are expected to offer both cloud and on-premises infrastructure options, whichever best meets the needs of the application or service. IT operations teams must adapt to new technologies, adopt new cloud vendors and other services chosen by the business, and monitor new applications and application releases with increasing frequency. OpenText™ OpsBridge exploits all AIOps capabilities to consolidate and analyze all your data. It reduces event volumes, isolates root-cause, and provides chatbots for ChatOps. It includes automation to remediate problems quickly while reducing human error with over 8000 provided runbook – or you can build your own. Deliver What the Business Needs When It Needs It Designed to deliver real business value, OpenText™ OpsBridge integrates all your tools and automates manual tasks. It focuses operations teams on the business services and users being impacted by automatically identifying root cause faster than ever before possible. Built-in AIOps intelligent analytics drives historical analysis, applying machine learning and 50+ patented algorithms to logs, events, metrics, and topology, which is so much more powerful than search alone. Key Benefits - Increased effectiveness (time, money, resources) of tools and services - Reduced effort and time to process service requests and resolve problems - Confidence from the lines of business in IT’s ability to deliver consistent, compliant services - Business needs and strategy that are on time and budget, and in stronger collaboration with IT - Reduced business risk, better service price performance, and accelerated time-to-market for new services Key Features - Automated Hybrid IT Discovery and Monitoring: Discovery and monitoring consolidates and exploits all your data types (events, metrics, logs, and topology) within a dynamically updated and accurate model. It shows the impact of incidents, ensuring no new service goes overlooked with dynamic top-down and bottoms-up service modeling and with monitoring automation. Aggregate all our your Hybrid IT resources into a single view with 200+ technology integrations. OpsBridge solution templates and management packs provide in-depth domain-specific monitoring, including infrastructure, databases, Microsoft environments, SAP environments, middleware, cloud, big data, application platforms, automation, load balancers, and web servers. The data is integrated into collect once store one technology (COSO), a containerized common data collection and storage for real-time streaming data ingestion and processing. - Consolidate Data and Reduce Noise: IT experts advise that the application of common data ingestion and algorithmic Big Data driven analytics to all your data is the key to improving service excellence. OpsBridge includes analytics and incorporates 50+ patents for high-speed, high-volume data analysis. Automated log, metric, and event analysis, plus anomaly detection, proactively alerts operators to abnormal activity and uncovers the most relevant insights from hundreds of millions of records to help your team better prioritize. With “time machine” replay, which correlates disparate data over any time range and in relation to topology graphs, users can visualize with ease when the problem started and find the offending resource. To enhance your control of virtualized resources and dynamically changing workloads, OpsBridge proposes optimized recipes for your resources. These recipes give you the ability to visualize resources, forecast their allocation impact, and master costs to set the right level of service. - Automated AIOps: OpsBridge incorporates all 11 AIOps capabilities, from agent-based intelligence and real-time performance analytics to multi-mode stream-based and topology-based correlation of event streams over time and across dependencies. - Robotize Processes and Remediation: With more than 8,000 runbooks to choose from, including hundreds of out-of-the-box integrations to popular IT Service Management tools, OpsBridge simplifies and accelerates the automation of tasks such as remedial actions, notifications, and recovery procedures. Orchestration of complex and conditional execution and rollback provides the means to strengthen compliance, remove manual errors, and develop IT Process Automation (ITPA) to slash costs and drive compliance, releasing rare resources for more critical business priorities. Adapting to changing circumstances is a core requirement for an agile organization. That’s the DevOps methodology, and OpsBridge supports it with: \&gt; A dynamically updating model that reflects the deployment of new application and infrastructure instances, automatically activating the required monitoring. \&gt; Robotized features for ChatOps-based collaboration across teams and tools such as Sitescope, OpsBridge Reporter and Operations Orchestration \&gt; Automated tasks capture and share vital production information to the extended teams, as well as activating alternative configurations to keep your business on track. - Analyze Application Health: OpsBridge provides probes dispersed across the world to measure service quality, control SLAs, and application health. That data is also fed to COSO, processed by the AIOps based analytics, and shown in reports and dashboards. - Customize Dashboards and Reporting: The Business Value Dashboard (BVD) can exploit all the status and KPI data at your disposal to provide a TV-like, live channel of business and IT news that the BVD “paints” onto any device with a browser. BVD software can display online information—such as internet news feeds, live programs, and streaming videos—in views developed using popular office tools. BVD can consume historical data stored in COSO, preprocessing, and analyzing that data before being displayed for reporting. OpsBridge Performance Engine and BVD provide highly scalable, real-time performance collection, analysis, and graphing for hundreds of metrics and consume data from COSO. You can build and combine different metrics and IT status information into powerful dashboards you can quickly tailor into domain-specific or contextually-specific dashboard mashups. Supported Technologies Management Packs are domain-specific add-ons to OpsBridge that provide pre-programmed intelligence for that domain, domain-specific reports, and correlation rules. Full details are available here: https://www.microfocus.com/media/data-sheet/operations\_bridge\_ds.pdf - Infrastructure AIX CentOS Cluster Debian HPE-UX HyperV IBM LPAR KVM Oracle Enterprise Linux RedHat Solaris Solaris Zone SUSE Ubuntu VMware vSphere Windows XEN - Databases Cassandra Couchbase Apache CouchDB Informix Marklogic Microsoft SQL Server MongoDB MySQL Oracle Database Oracle RAC PostgreSQL Riak SAP Sybase ASE - Microsoft Environments Microsoft Active Directory Microsoft Azure Microsoft Exchange Server Microsoft IIS Microsoft SharePoint Server Microsoft Skype for Business - SAP Environments SAP SAP HANA - Middleware Apache ActiveMQ Apache Kafka Apache Tomcat Apache Web Server Glassfish IBM WebSphere Application Server iPlanet JBoss Memcached Oracle Weblogic Application Server Rabbit MQ Redis Varnish - Cloud Amazon Services (EC2, EBS, ECS, Dynamo DB, Beanstalk Services, AWS Service Status, RDS, ASG, ELB, SQS, RedShift, KMS, S3, AWS Billing, AWS Service Health Dashboards) Microsoft Azure (Azure Data Factory, Azure Data Lake, Virtual Machines, Azure SQL, Storage Account, Azure App Service Plan, Azure Web Apps, Azure Active Directory Discovery, Activity Logs, Windows Activity Logs hosted on the Azure environment, Azure Load Balancer, Multi-instance support for Storage account service) Google Cloud Platform OpenStack Kubernetes - Big Data Apache Falcon Apache Flume Apache Oozie Apache Spark Apache Storm Apache Zookeeper Hadoop (Apache, Cloudera distributions) HBase Micro Focus Vertica Database Solr - Application Platforms Docker (certified) Node.js - Automation Chef Jenkins - Generic BIND DHCP File Change Monitor FTP server Generic SMTP JMX Microsoft .NET OpenSSH Perfmon SNMP - Load Balancer HAProxy Nginx - Partner IBM AS/400 IBM DB2 IBM Mainframe - Web Server gUnicorn HTTP Lighttpd - Others Github Postfix - Integrations are connectors to other tools that bring in their data for display and analysis: Ambari AppDynamics Aternity BMC Impact Manager BMC Remedy CA Spectrum Cherwell ITSM CollectD DynaTrace APM (Compuware) Dynatrace Data Center RUM (Do IT WiSE) Dynatrace Data Center RUM (J9) Dynatrace Synthetics (Do IT Wise) ExtraHop Networks Helion Monasca HEP OneView HPE Systems Insight Manager IBM NetCool IBM Tivoli (J9) OpenText™ APM OpenText™ AppPulse Active / Mobile OpenText™ ArcSight Logger / ESM OpenText™ AppManager OpenText™ Network Node Manager i (NNMi) OpenText™ Operations Manager for UNIX OpenText™ Operations Manager for Windows OpenText™ Service Manager OpenText™ Universal CMDB Microsoft SCOM Nagios New Relic Nutanix Oracle Enterprise Manager Propel Service Exchange RemedyForce / Salesforce SAP Solution Manager Service Anywhere ServiceNow (AppLink) ServiceNow (Do IT WiSE) Solarwinds Network Performance Monitor Solarwinds Server and Application Monitor Splunk VMWare vCenter Operations Manager VMware vRealize Operations (VROPS) xMatters Zabbix Zenoss


**Average Rating:** 4.0/5.0
**Total Reviews:** 16
**How Do G2 Users Rate OpenText Operations Bridge (OpsBridge)?**

- **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.0/10)

**Who Is the Company Behind OpenText Operations Bridge (OpsBridge)?**

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText (21,565 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2709/ (23,048 employees on LinkedIn®)
- **Ownership:** NASDAQ:OTEX

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Retail
- **Company Size:** 106% Enterprise, 3% Small-Business


#### What Are OpenText Operations Bridge (OpsBridge)'s Pros and Cons?

**Pros:**

- Infrastructure Monitoring (1 reviews)
- Monitoring (1 reviews)
- Monitoring Ease (1 reviews)
- Monitoring Services (1 reviews)

**Cons:**

- Delay Issues (1 reviews)
- Delays (1 reviews)
- Logging Issues (1 reviews)
- Log Management (1 reviews)
- Poor Customer Support (1 reviews)


### What Do G2 Reviewers Say About OpenText Operations Bridge (OpsBridge)?
*AI-generated summary from verified user reviews*

**Pros:**

- Users praise OpenText OpsBridge for its **powerful infrastructure monitoring** capabilities, enhancing operational efficiency and insight.
- Users appreciate the **powerful infrastructure monitoring capabilities** of OpenText OpsBridge, enhancing their operational efficiency.
- Users value the **monitoring ease** of OpenText OpsBridge, making infrastructure management streamlined and efficient.
- Users value the **powerful infrastructure monitoring** capabilities of OpenText OpsBridge, enhancing performance tracking and management.

**Cons:**

- Users experience **delay issues** with support tickets, often unresolved for weeks, impacting their overall satisfaction with OpsBridge.
- Users are frustrated by **delays in support response** , with unresolved tickets and irrelevant requests for logs complicating their experience.
- Users face **logging issues** as the support team often requests irrelevant logs, leading to extended unresolved tickets.
- Users report a **poor support team** , with unresolved tickets and frustratingly unnecessary log requests affecting the experience.
- Users experience **poor customer support** with unresolved tickets and unnecessary log requests that hinder problem resolution.

#### What Are Recent G2 Reviews of OpenText Operations Bridge (OpsBridge)?

**"[Micro focus - operation manager](https://www.g2.com/survey_responses/opentext-operations-bridge-opsbridge-review-6536212)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Information Technology and Services*

[Read full review](https://www.g2.com/survey_responses/opentext-operations-bridge-opsbridge-review-6536212)

---

**"[Streamlining IT Operations with Micro Focus Operations Bridge (OpsBridge)](https://www.g2.com/survey_responses/opentext-operations-bridge-opsbridge-review-7960528)"**

**Rating:** 5.0/5.0 stars
*— Shubham D.*

[Read full review](https://www.g2.com/survey_responses/opentext-operations-bridge-opsbridge-review-7960528)

---


#### What Are G2 Users Discussing About OpenText Operations Bridge (OpsBridge)?

- [What is Micro Focus Operations Bridge (OpsBridge) used for?](https://www.g2.com/discussions/what-is-micro-focus-operations-bridge-opsbridge-used-for)

### 3. [Centreon Infra Monitoring](https://www.g2.com/products/centreon-infra-monitoring/reviews)
Centreon is a comprehensive IT monitoring solution designed to help organizations gain full visibility and control over their IT operations. By providing real-time insights into system performance, network health, and application availability, Centreon enables businesses to proactively manage their IT environments, ensuring uninterrupted operations and optimal resource utilization. Targeted primarily at IT departments and operations teams, Centreon serves a diverse range of industries, from small businesses to large enterprises. Its user-friendly interface and customizable dashboards make it accessible for both technical and non-technical users. This versatility allows organizations to tailor the monitoring experience to their specific needs, making it an invaluable tool for maintaining operational efficiency and enhancing service delivery. One of the key use cases for Centreon is its ability to prevent downtime through proactive issue detection. By continuously monitoring critical systems and applications, Centreon alerts IT teams to potential problems before they escalate into significant outages. This proactive approach minimizes disruptions and helps organizations maintain a reliable IT infrastructure, which is essential for meeting business demands and ensuring customer satisfaction. Centreon also emphasizes resource optimization, allowing businesses to maximize efficiency and reduce IT costs. By providing detailed insights into resource utilization, organizations can identify underperforming assets and make informed decisions about capacity planning and resource allocation. This capability enables businesses to streamline their IT operations, ultimately leading to cost savings and improved performance. In addition, Centreon enhances the user experience by delivering consistent, high-quality IT services. With its comprehensive monitoring capabilities, IT teams can ensure that applications and services are running smoothly, providing end-users with the reliable performance they expect. This focus on user experience fosters customer loyalty and supports overall business success by aligning IT services with organizational goals. Centreon distinguishes itself in the IT monitoring category by combining powerful monitoring features with a user-centric approach. Its ability to deliver actionable insights, prevent downtime, optimize resources, and enhance user experience makes it a vital tool for organizations looking to improve their IT operations and achieve business success.


**Average Rating:** 4.6/5.0
**Total Reviews:** 89
**How Do G2 Users Rate Centreon Infra Monitoring?**

- **Monitoring:** 9.1/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 9.0/10)
- **Reporting:** 6.7/10 (Category avg: 8.7/10)
- **Logging:** 9.4/10 (Category avg: 8.6/10)

**Who Is the Company Behind Centreon Infra Monitoring?**

- **Seller:** [Centreon](https://www.g2.com/sellers/centreon)
- **Company Website:** https://www.centreon.com/
- **Year Founded:** 2005
- **HQ Location:** Paris, France
- **Twitter:** @Centreon (697 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/830051/ (154 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Network Engineer
- **Top Industries:** Information Technology and Services, Internet
- **Company Size:** 63% Mid-Market, 25% Enterprise


#### What Are Centreon Infra Monitoring's Pros and Cons?

**Pros:**

- Ease of Use (9 reviews)
- Monitoring (8 reviews)
- Monitoring Capabilities (7 reviews)
- Real-time Monitoring (7 reviews)
- Integrations (6 reviews)

**Cons:**

- Complex Configuration (5 reviews)
- Not User-Friendly (5 reviews)
- Complex Setup (4 reviews)
- Difficult Learning (4 reviews)
- Learning Curve (4 reviews)


### What Do G2 Reviewers Say About Centreon Infra Monitoring?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Centreon Infra Monitoring, enabling a streamlined and organized monitoring experience.
- Users appreciate the **ease of use and centralized monitoring** of Centreon, providing a clear and organized view of infrastructure.
- Users appreciate the **clear centralized monitoring** of Centreon Infra, enhancing control and organization across environments.
- Users appreciate the **real-time monitoring** capabilities of Centreon, enhancing control and clarity across diverse environments.
- Users value the **easy integration and flexibility** of Centreon Infra Monitoring, enhancing their monitoring capabilities effortlessly.

**Cons:**

- Users find the **complex configuration** of Centreon challenging, particularly during setup and integration processes.
- Users find Centreon Infra Monitoring to have a **not user-friendly interface** , making setup and navigation challenging.
- Users find the **setup process complex** , requiring significant effort and experience, especially for newcomers to Centreon.
- Users find the **difficult learning curve** of Centreon Infra Monitoring challenging, especially during setup and upgrades.
- Users find the **learning curve steep** due to complex setup and insufficient documentation, especially for newcomers.

#### What Are Recent G2 Reviews of Centreon Infra Monitoring?

**"[Centreon: Save time and achieve efficient monitoring with advanced features](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12113590)"**

**Rating:** 4.5/5.0 stars
*— Jean-Philippe C.*

[Read full review](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12113590)

---

**"[Clear interface, advanced reporting, and responsive support to oversee the entire infrastructure](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12119400)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Government Administration*

[Read full review](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12119400)

---


#### What Are G2 Users Discussing About Centreon Infra Monitoring?

- [What is centreon Nagios?](https://www.g2.com/discussions/what-is-centreon-nagios)
- [How does Centreon work?](https://www.g2.com/discussions/how-does-centreon-work)
- [What is centreon product?](https://www.g2.com/discussions/what-is-centreon-product)
- [What is centreon used for?](https://www.g2.com/discussions/what-is-centreon-used-for)

### 4. [Avenue](https://www.g2.com/products/avenue/reviews)
Avenue is a data observability platform that helps companies monitor and analyze their data in real-time. Our platform allows users to create monitors that track specific events or conditions in their data warehouse using SQL or other database types (like Airtable or Google Sheets). Monitors generate signals, which are like tickets or individual units of work, representing a single row of data from our customers&#39; databases. These signals can be used to trigger notifications, create incidents for tracking progress and state, and can be sent to various subscriber destinations such as Slack, SMS, Email, etc. Avenue integrates with popular tools like Slack, Zendesk, and Customer.io to help users receive alerts and execute workflows seamlessly. With Avenue, operations teams can easily monitor important business events and take proactive actions based on the insights gained from the monitored data.


**Average Rating:** 4.9/5.0
**Total Reviews:** 30
**How Do G2 Users Rate Avenue?**

- **Monitoring:** 9.7/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10)
- **Reporting:** 9.8/10 (Category avg: 8.7/10)
- **Logging:** 9.8/10 (Category avg: 8.6/10)

**Who Is the Company Behind Avenue?**

- **Seller:** [Avenue](https://www.g2.com/sellers/avenue)
- **Year Founded:** 2020
- **HQ Location:** New York, New York
- **Twitter:** @UseAvenue (152 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/useavenue/ (10 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 87% Small-Business, 13% Mid-Market



#### What Are Recent G2 Reviews of Avenue?

**"[The Linear/Jira for Ops Teams](https://www.g2.com/survey_responses/avenue-review-9005198)"**

**Rating:** 5.0/5.0 stars
*— Harris S.*

[Read full review](https://www.g2.com/survey_responses/avenue-review-9005198)

---

**"[Heads of Ops: don’t build (a hacky internal ticketing system), buy Avenue](https://www.g2.com/survey_responses/avenue-review-9001699)"**

**Rating:** 5.0/5.0 stars
*— Anthony E.*

[Read full review](https://www.g2.com/survey_responses/avenue-review-9001699)

---



### 5. [Sifflet](https://www.g2.com/products/sifflet/reviews)
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:** 53
**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](https://www.g2.com/sellers/sifflet)
- **Year Founded:** 2021
- **HQ Location:** Paris, Ile-de-France
- **Twitter:** @Siffletdata (389 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/sifflet/ (50 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 76% Mid-Market, 24% Enterprise


#### What Are Sifflet's Pros and Cons?

**Pros:**

- Efficiency Improvement (37 reviews)
- Ease of Use (36 reviews)
- Monitoring (36 reviews)
- Data Lineage (32 reviews)
- Alerting System (31 reviews)

**Cons:**

- Limited Customization (17 reviews)
- Complex Setup (11 reviews)
- Alert Management (10 reviews)
- Limited Integration (10 reviews)
- Lineage Issues (10 reviews)


### What Do G2 Reviewers Say About Sifflet?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **efficiency improvement** of Sifflet, enjoying real-time issue tracking and collaborative alerts via Slack.
- Users appreciate the **ease of use** of Sifflet, finding it intuitive and quick to implement necessary features.
- Users find Sifflet&#39;s **monitoring capabilities** essential for identifying data anomalies and trends effectively.
- Users value the **full visibility of data lineage** Sifflet provides, enhancing monitoring and debugging across data sources.
- Users value the **real-time alerting system** of Sifflet, improving focus on genuine issues with intelligent notifications.

**Cons:**

- Users find **limited customization options** for tags and monitors, which hinders efficient bulk editing and setup.
- Users report a **complex setup process** for Sifflet, requiring significant time and effort for onboarding and monitoring.
- Users find the **alert volume overwhelming** , requiring significant time to manage incidents effectively in Sifflet.
- Users find the lack of **Hadoop and Elasticsearch integrations** a significant drawback for handling major data loads.
- Users find that **lineage issues** can slow down usage and complicate navigation in large datasets and complex architectures.

#### What Are Recent G2 Reviews of Sifflet?

**"[Sifflet’s AI-Powered Data Observability with Strong Lineage and Seamless Integrations](https://www.g2.com/survey_responses/sifflet-review-12802515)"**

**Rating:** 4.5/5.0 stars
*— Rinalon E.*

[Read full review](https://www.g2.com/survey_responses/sifflet-review-12802515)

---

**"[Sifflet Delivers Fast, Seamless Data Observability with Clear Dashboards](https://www.g2.com/survey_responses/sifflet-review-12817611)"**

**Rating:** 4.5/5.0 stars
*— Luciana S.*

[Read full review](https://www.g2.com/survey_responses/sifflet-review-12817611)

---



### 6. [DBmarlin](https://www.g2.com/products/application-performance-ltd-dbmarlin/reviews)
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?**

- **Seller:** [Application Performance Ltd](https://www.g2.com/sellers/application-performance-ltd)
- **Year Founded:** 2004
- **HQ Location:** Fleet, GB
- **Twitter:** @appperf (184 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/application-performance-ltd/ (7 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 44% Small-Business, 22% Enterprise


#### What Are DBmarlin's Pros and Cons?

**Pros:**

- Installation Ease (1 reviews)
- Monitors (1 reviews)

**Cons:**

- Data Limitations (1 reviews)
- Poor UI (1 reviews)
- Slow Performance (1 reviews)


### What Do G2 Reviewers Say About DBmarlin?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find the **installation process very easy** , allowing DBA teams to swiftly set up DBmarlin with minimal effort.
- Users commend the **ease of installation** and comprehensive monitoring capabilities of DBmarlin for database management.

**Cons:**

- Users wish for a **longer data retention period** and improved GUI performance affected by the on-prem server.
- Users note that the **poor UI** impacts their experience, often linked to server performance issues.
- Users feel that the **slow performance** of DBmarlin impacts their experience and may vary based on server efficiency.

#### What Are Recent G2 Reviews of DBmarlin?

**"[Top Tier DB Monitoring](https://www.g2.com/survey_responses/dbmarlin-review-10066782)"**

**Rating:** 5.0/5.0 stars
*— Tom T.*

[Read full review](https://www.g2.com/survey_responses/dbmarlin-review-10066782)

---

**"[Missing link in continuous Database monitoring](https://www.g2.com/survey_responses/dbmarlin-review-10381555)"**

**Rating:** 5.0/5.0 stars
*— Matt P.*

[Read full review](https://www.g2.com/survey_responses/dbmarlin-review-10381555)

---



### 7. [Foglight for Databases](https://www.g2.com/products/foglight-for-databases/reviews)
Offering a holistic approach to database monitoring, Quest&#39;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](https://www.g2.com/sellers/quest-software)
- **Year Founded:** 1987
- **HQ Location:** Austin, TX
- **Twitter:** @Quest (17,109 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2880/ (3,569 employees on LinkedIn®)
- **Ownership:** NYSE: DGX

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 57% Enterprise, 35% Mid-Market



#### What Are Recent G2 Reviews of Foglight for Databases?

**"[Foglight is ideal for both server and software monitoring.](https://www.g2.com/survey_responses/foglight-for-databases-review-9920033)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Information Technology and Services*

[Read full review](https://www.g2.com/survey_responses/foglight-for-databases-review-9920033)

---

**"[Best tool for SQL databases monitoring particularly Oracle and Microsoft SQL lot of database metrics](https://www.g2.com/survey_responses/foglight-for-databases-review-4265083)"**

**Rating:** 4.0/5.0 stars
*— Suraj B.*

[Read full review](https://www.g2.com/survey_responses/foglight-for-databases-review-4265083)

---


#### What Are G2 Users Discussing About Foglight for Databases?

- [What is Foglight for Databases used for?](https://www.g2.com/discussions/what-is-foglight-for-databases-used-for)

### 8. [Percona Monitoring and Management (PMM)](https://www.g2.com/products/percona-monitoring-and-management-pmm/reviews)
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 &amp; 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](https://www.g2.com/sellers/percona)
- **Year Founded:** 2006
- **HQ Location:** Durham, North Carolina
- **Twitter:** @Percona (16,424 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/421929/ (347 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 45% Mid-Market, 29% Small-Business



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

**"[PMM tool made DBA &amp; SYSTEM admin life easy.](https://www.g2.com/survey_responses/percona-monitoring-and-management-pmm-review-7031456)"**

**Rating:** 5.0/5.0 stars
*— PAVANKUMAR H.*

[Read full review](https://www.g2.com/survey_responses/percona-monitoring-and-management-pmm-review-7031456)

---

**"[Good monitor tool for mysql, postgres and mongodb](https://www.g2.com/survey_responses/percona-monitoring-and-management-pmm-review-7053136)"**

**Rating:** 4.0/5.0 stars
*— Lokesh S.*

[Read full review](https://www.g2.com/survey_responses/percona-monitoring-and-management-pmm-review-7053136)

---


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

- [How do you test percona?](https://www.g2.com/discussions/how-do-you-test-percona)
- [How do I access PMM?](https://www.g2.com/discussions/how-do-i-access-pmm) - 2 comments
- [What is PMM server?](https://www.g2.com/discussions/what-is-pmm-server) - 1 comment
- [What is PMM percona?](https://www.g2.com/discussions/what-is-pmm-percona) - 1 comment

### 9. [SQL Diagnostic Manager](https://www.g2.com/products/sql-diagnostic-manager/reviews)
IDERA SQL Diagnostic Manager is a powerful SQL Server performance monitoring and diagnostics solution built to help database administrators detect issues early, troubleshoot faster, and optimize performance across on-premises, hybrid, and cloud environments. Designed for organizations that need deep visibility into SQL Server health, availability, and query performance, SQL Diagnostic Manager gives teams a centralized view of their database environment so that they can identify bottlenecks, reduce downtime, and keep critical systems running smoothly. It supports SQL Server environments across on-premises infrastructure as well as cloud platforms, including Azure SQL Database and Amazon RDS for SQL Server. With real-time monitoring, intelligent alerting, customizable dashboards, and detailed diagnostic workflows, SQL Diagnostic Manager helps DBAs move from reactive firefighting to proactive performance management. Teams can analyze wait statistics, resource usage, blocking, query behavior, and historical trends to pinpoint the root cause of slowdowns faster and make more confident tuning decisions. Its monitoring and diagnostic depth helps database administrators understand what happened, why it happened, and what to do next. SQL Diagnostic Manager goes beyond monitoring to intelligent optimization. Built directly into Query Monitor, SQL Diagnostic Manager offers AI-powered query and workload index optimization to help DBAs turn slow or expensive queries into actionable index recommendations in minutes. Users can evaluate a single long-running query or analyze multiple related queries together, allowing the platform to recommend workload-aware indexing strategies that reduce guesswork, minimize tuning risk, and avoid redundant or conflicting changes. Whether your team is managing a handful of SQL Server instances or a large, complex estate, IDERA SQL Diagnostic Manager helps simplify monitoring, accelerate root-cause analysis, and improve database performance with greater speed and confidence.


**Average Rating:** 4.1/5.0
**Total Reviews:** 13
**How Do G2 Users Rate SQL Diagnostic Manager?**

- **Monitoring:** 8.8/10 (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.](https://www.g2.com/sellers/idera-inc-6c9eda01-43cf-4bd5-b70c-70f59610d9a0)
- **Year Founded:** 1999
- **HQ Location:** Houston, TX
- **Twitter:** @MigrationWiz (482 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/bittitan (73 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 62% Mid-Market, 23% Enterprise


#### What Are SQL Diagnostic Manager's Pros and Cons?

**Pros:**

- SQL Queries (2 reviews)
- Installation Ease (1 reviews)
- Issue Resolution (1 reviews)
- Reporting (1 reviews)

**Cons:**

- Poor Customer Support (2 reviews)
- Delay Issues (1 reviews)
- Difficult Setup (1 reviews)
- Expensive (1 reviews)
- Inefficient Alert System (1 reviews)


### What Do G2 Reviewers Say About SQL Diagnostic Manager?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **effective query optimization insights** of SQL Diagnostic Manager, enhancing performance and resolving deadlocks.
- Users value the **easy installation** process of SQL Diagnostic Manager, appreciating its straightforward setup.
- Users value the **rapid issue resolution** offered by SQL Diagnostic Manager, enabling quick identification and prevention of incidents.
- Users value the **easy-to-handle interface and effective diagnosing and reporting** capabilities of SQL Diagnostic Manager.

**Cons:**

- Users express frustration with **poor customer support** , citing delays and difficulties in getting issues resolved effectively.
- Users frequently report **delay issues** that hinder the overall performance and responsiveness of SQL Diagnostic Manager.
- Users find the **difficult setup** process time-consuming and challenging, with hard-to-reach support exacerbating the issue.
- Users find the product to be **expensive** , which can be a barrier for smaller organizations or teams.
- Users experience an **inefficient alert system** , struggling with customization limitations that hinder effective monitoring and responses.

#### What Are Recent G2 Reviews of SQL Diagnostic Manager?

**"[A good experience](https://www.g2.com/survey_responses/sql-diagnostic-manager-review-10397685)"**

**Rating:** 5.0/5.0 stars
*— Aarón V.*

[Read full review](https://www.g2.com/survey_responses/sql-diagnostic-manager-review-10397685)

---

**"[Diagnosing SQL tasks](https://www.g2.com/survey_responses/sql-diagnostic-manager-review-10825997)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/sql-diagnostic-manager-review-10825997)

---



### 10. [Anomalo](https://www.g2.com/products/anomalo/reviews)
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:** 42
**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?:** 8.9/10 (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](https://www.g2.com/sellers/anomalo)
- **Company Website:** https://www.anomalo.com/
- **Year Founded:** 2018
- **HQ Location:** N/A
- **Twitter:** @anomalo_hq (555 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/anomalo (84 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 50% Mid-Market, 48% Enterprise



#### What Are Recent G2 Reviews of Anomalo?

**"[Anomalo is the best batteries included data monitoring solution we&#39;ve come across](https://www.g2.com/survey_responses/anomalo-review-8102820)"**

**Rating:** 4.5/5.0 stars
*— Shashwat S.*

[Read full review](https://www.g2.com/survey_responses/anomalo-review-8102820)

---

**"[Proactive Anomaly Detection That Saves Time and Boosts Data Confidence](https://www.g2.com/survey_responses/anomalo-review-12975209)"**

**Rating:** 4.5/5.0 stars
*— Pranjali B.*

[Read full review](https://www.g2.com/survey_responses/anomalo-review-12975209)

---


#### What Are G2 Users Discussing About Anomalo?

- [What is Anomalo used for?](https://www.g2.com/discussions/what-is-anomalo-used-for)

### 11. [Pxier Event](https://www.g2.com/products/pxier-event/reviews)
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](https://www.g2.com/sellers/pxier)
- **Year Founded:** 2008
- **HQ Location:** Montreal, CA
- **Twitter:** @Pxierweb (1 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/pxier-services (31 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 47% Small-Business, 32% Mid-Market


#### What Are Pxier Event's Pros and Cons?

**Pros:**

- Ease of Use (7 reviews)
- Data Quality (5 reviews)
- Data Management (4 reviews)
- Product Usefulness (4 reviews)
- Data Discovery (3 reviews)

**Cons:**

- Limited Functionality (4 reviews)
- Missing Features (3 reviews)
- Poor UI (3 reviews)
- Interface Complexity (2 reviews)
- Not User-Friendly (2 reviews)


### What Do G2 Reviewers Say About Pxier Event?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Pxier Event to be very **easy to use** , streamlining processes and enhancing data management effortlessly.
- Users value the **data quality assurance** offered by Pxier Event, enabling trust and control over their data.
- Users value the **robust data management capabilities** of Pxier Event, enhancing data quality and governance effectively.
- Users find exMon Data Quality to be **essential for monitoring and ensuring data integrity** , streamlining data management effectively.
- Users highly value the **data discovery capabilities** of Pxier Event, enabling efficient anomaly detection and management of data exceptions.

**Cons:**

- Users find the **limited functionality** of Pxier Event lacking in comparison to other data management solutions.
- Users note the **lack of modern features** in Pxier Event, such as drag-and-drop UI and notifications.
- Users find the **poor UI** of Pxier Event confusing and in need of a much-needed visual improvement.
- Users find the **interface complex** , making it challenging to navigate and hindering broader acceptance of Pxier Event.
- Users find the **UI confusing and unnecessarily complicated** , suggesting improvements for a more user-friendly experience.

#### What Are Recent G2 Reviews of Pxier Event?

**"[Very useful software!](https://www.g2.com/survey_responses/pxier-event-review-9759922)"**

**Rating:** 4.5/5.0 stars
*— Darri Rafn H.*

[Read full review](https://www.g2.com/survey_responses/pxier-event-review-9759922)

---

**"[Perfect for process orchestration and data quality](https://www.g2.com/survey_responses/pxier-event-review-7825089)"**

**Rating:** 4.5/5.0 stars
*— Pálmi S.*

[Read full review](https://www.g2.com/survey_responses/pxier-event-review-7825089)

---


#### What Are G2 Users Discussing About Pxier Event?

- [What is Pxier Event used for?](https://www.g2.com/discussions/pxier-event-what-is-pxier-event-used-for)
- [What is Pxier Event used for?](https://www.g2.com/discussions/what-is-pxier-event-used-for)

### 12. [Netreo](https://www.g2.com/products/netreo/reviews)
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?**

- **Seller:** [BMC Helix](https://www.g2.com/sellers/bmc-helix)
- **Year Founded:** 2025
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/bmchelix/ (1,266 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Primary/Secondary Education
- **Company Size:** 37% Mid-Market, 34% Enterprise



#### What Are Recent G2 Reviews of Netreo?

**"[Netreo Amazing IT Observability and Operations experience](https://www.g2.com/survey_responses/netreo-review-8778727)"**

**Rating:** 5.0/5.0 stars
*— Rodrigo V.*

[Read full review](https://www.g2.com/survey_responses/netreo-review-8778727)

---

**"[&quot;Netreo: The Best Vendor for Full-Stack Monitoring and AIOps Solutions&quot;](https://www.g2.com/survey_responses/netreo-review-7793121)"**

**Rating:** 5.0/5.0 stars
*— Victor A.*

[Read full review](https://www.g2.com/survey_responses/netreo-review-7793121)

---


#### What Are G2 Users Discussing About Netreo?

- [What is Netreo used for?](https://www.g2.com/discussions/what-is-netreo-used-for) - 1 comment

### 13. [SQLTreeo Monitoring](https://www.g2.com/products/sqltreeo-monitoring/reviews)
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](https://www.g2.com/sellers/sqltreeo)
- **Year Founded:** 1998
- **HQ Location:** Vleuten, Netherlands
- **Twitter:** @SQLTreeo (24 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10626844/ (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 59% Mid-Market, 27% Enterprise



#### What Are Recent G2 Reviews of SQLTreeo Monitoring?

**"[Manage SQL Databases using several offerings by SQLTreeo](https://www.g2.com/survey_responses/sqltreeo-monitoring-review-7955019)"**

**Rating:** 4.0/5.0 stars
*— Arvind N.*

[Read full review](https://www.g2.com/survey_responses/sqltreeo-monitoring-review-7955019)

---

**"[It gives new approach for creating dynamic folders, categorize projects,etc.](https://www.g2.com/survey_responses/sqltreeo-monitoring-review-6926188)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Research*

[Read full review](https://www.g2.com/survey_responses/sqltreeo-monitoring-review-6926188)

---


#### What Are G2 Users Discussing About SQLTreeo Monitoring?

- [What is SQLTreeo Monitoring used for?](https://www.g2.com/discussions/what-is-sqltreeo-monitoring-used-for)

### 14. [Kloudio](https://www.g2.com/products/kloudio/reviews)
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](https://www.g2.com/sellers/kloudio)
- **Year Founded:** 2017
- **HQ Location:** San Jose, CA
- **Twitter:** @kloudioinc (183 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/4036358/ (3 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 52% Small-Business, 39% Mid-Market



#### What Are Recent G2 Reviews of Kloudio?

**"[Integrating database with Google Sheets is quick &amp; enabling auto-refresh prevents concurrent updates](https://www.g2.com/survey_responses/kloudio-review-7079976)"**

**Rating:** 4.0/5.0 stars
*— Varshini S.*

[Read full review](https://www.g2.com/survey_responses/kloudio-review-7079976)

---

**"[User friendly and convenient!](https://www.g2.com/survey_responses/kloudio-review-4287089)"**

**Rating:** 5.0/5.0 stars
*— Erika D.*

[Read full review](https://www.g2.com/survey_responses/kloudio-review-4287089)

---



### 15. [Unravel Data](https://www.g2.com/products/unravel-data/reviews)
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&#39; performance, reliability, and efficiency. You get full-stack, &#39;workload-aware&#39; 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 &amp; 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](https://www.g2.com/sellers/unravel-data)
- **Year Founded:** 2016
- **HQ Location:** Mountain View, CA
- **Twitter:** @unraveldata (1,029 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/unravel-data (107 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 81% Enterprise, 17% Small-Business


#### What Are Unravel Data's Pros and Cons?

**Pros:**

- Ease of Use (2 reviews)
- Easy Setup (1 reviews)
- Efficiency (1 reviews)
- Insights (1 reviews)
- Installation Ease (1 reviews)

**Cons:**

- Limited Features (2 reviews)
- Complex Configuration (1 reviews)
- Complex Setup (1 reviews)
- Configuration Difficulty (1 reviews)
- Configuration Issues (1 reviews)


### What Do G2 Reviewers Say About Unravel Data?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** with Unravel Data, enjoying quick analysis and straightforward functionality.
- Users appreciate the **easy setup** of Unravel Data, finding it user-friendly and straightforward for adding AI agents.
- Users value the **efficiency in data analysis** provided by Unravel Data, enabling swift insights and issue diagnosis.
- Users appreciate the **clear performance insights** of Unravel Data, aiding in quick data analysis and issue diagnosis.
- Users value the **installation ease** of Unravel Data, finding it user-friendly and simple to set up.

**Cons:**

- Users find Unravel Data&#39;s **limited features** hinder effective management of large datasets and complicate advanced performance metrics tuning.
- Users dislike the **complex configuration** of advanced features, often finding it difficult to interpret certain insights effectively.
- Users find the **complex setup** of Unravel Data frustrating, especially when interpreting insights and configuring advanced features.
- Users find it challenging to configure **advanced features** in Unravel Data, impacting their ability to gain insights efficiently.
- Users dislike the **configuration challenges** in Unravel Data, particularly with advanced features and context for insights.

#### What Are Recent G2 Reviews of Unravel Data?

**"[Effortless Access and Intuitive Interface with Easy AI Agent Integration](https://www.g2.com/survey_responses/unravel-data-review-12186115)"**

**Rating:** 4.0/5.0 stars
*— Dev Saran S.*

[Read full review](https://www.g2.com/survey_responses/unravel-data-review-12186115)

---

**"[Performance Insights with Managing Data Workloads](https://www.g2.com/survey_responses/unravel-data-review-11989457)"**

**Rating:** 4.0/5.0 stars
*— Pradyumn G.*

[Read full review](https://www.g2.com/survey_responses/unravel-data-review-11989457)

---


#### What Are G2 Users Discussing About Unravel Data?

- [What is Unravel Data used for?](https://www.g2.com/discussions/what-is-unravel-data-used-for)

### 16. [ServiceNow Cloud Observability (formerly LightStep)](https://www.g2.com/products/servicenow-cloud-observability-formerly-lightstep/reviews)
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](https://www.g2.com/sellers/servicenow)
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, CA
- **Twitter:** @servicenow (55,548 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (35,081 employees on LinkedIn®)
- **Ownership:** NYSE:NOW

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 45% Enterprise, 35% Mid-Market



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

**"[LightStep review](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-7984644)"**

**Rating:** 5.0/5.0 stars
*— Sanyam G.*

[Read full review](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-7984644)

---

**"[Excellent tool for logs tracing!!](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-8285175)"**

**Rating:** 4.5/5.0 stars
*— Khemraj S.*

[Read full review](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-8285175)

---



### 17. [JackDB](https://www.g2.com/products/jackdb/reviews)
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](https://www.g2.com/sellers/jackdb)
- **HQ Location:** N/A
- **Twitter:** @jackdb (64 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 47% Mid-Market, 27% Small-Business



#### What Are Recent G2 Reviews of JackDB?

**"[Keep large scale important data safe and secure using JackDB.](https://www.g2.com/survey_responses/jackdb-review-7516181)"**

**Rating:** 4.0/5.0 stars
*— Rohit A.*

[Read full review](https://www.g2.com/survey_responses/jackdb-review-7516181)

---

**"[JackDB is the modern cloud based database services](https://www.g2.com/survey_responses/jackdb-review-9371650)"**

**Rating:** 5.0/5.0 stars
*— Ajay k.*

[Read full review](https://www.g2.com/survey_responses/jackdb-review-9371650)

---



### 18. [NetApp Data Infrastructure Insights](https://www.g2.com/products/netapp-data-infrastructure-insights/reviews)
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](https://www.g2.com/sellers/netapp)
- **Year Founded:** 1992
- **HQ Location:** Sunnyvale, California
- **Twitter:** @NetApp (118,015 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2105/ (12,682 employees on LinkedIn®)
- **Ownership:** NASDAQ

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 43% Enterprise, 29% Mid-Market


#### What Are NetApp Data Infrastructure Insights's Pros and Cons?

**Pros:**

- Monitoring (2 reviews)
- Reporting (2 reviews)
- Reporting Features (2 reviews)
- All-in-One Solution (1 reviews)
- Analytics (1 reviews)

**Cons:**

- Expensive (1 reviews)
- Pricing Issues (1 reviews)


### What Do G2 Reviewers Say About NetApp Data Infrastructure Insights?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **effective monitoring capabilities** of NetApp Data Infrastructure Insights for identifying disruptions and real-time insights.
- Users value the **efficient reporting capabilities** of NetApp Data Infrastructure Insights, enabling clear understanding of deployments and resources.
- Users value the **robust reporting features** of NetApp Data Infrastructure Insights, enhancing their understanding of infrastructure deployments.
- Users appreciate the **all-in-one nature** of NetApp Data Infrastructure Insights, benefiting from seamless scalability and integration.
- Users value the **real-time insights** provided by NetApp Data Infrastructure Insights, enhancing their cloud resource management.

**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?

**"[NetApp Cloud Insights identifies performance bottlenecks &amp; helps with unused resource decommissions](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-8080759)"**

**Rating:** 4.5/5.0 stars
*— Meghna S.*

[Read full review](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-8080759)

---

**"[Monitor, Report and Control your workload via Netapp Cloud Insight](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-7825090)"**

**Rating:** 4.0/5.0 stars
*— Rajkishore S.*

[Read full review](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-7825090)

---


#### What Are G2 Users Discussing About NetApp Data Infrastructure Insights?

- [What is NetApp CVS?](https://www.g2.com/discussions/what-is-netapp-cvs)
- [Which three advantages does your data fabric powered by NetApp provide?](https://www.g2.com/discussions/which-three-advantages-does-your-data-fabric-powered-by-netapp-provide)
- [What is NetApp cloud insight?](https://www.g2.com/discussions/what-is-netapp-cloud-insight)
- [What are the three features of NetApp cloud Insights?](https://www.g2.com/discussions/what-are-the-three-features-of-netapp-cloud-insights)

### 19. [Pantomath](https://www.g2.com/products/pantomath/reviews)
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.](https://www.g2.com/sellers/pantomath-inc)
- **Company Website:** https://www.pantomath.com/
- **Year Founded:** 2022
- **HQ Location:** Cincinnati
- **LinkedIn® Page:** https://www.linkedin.com/company/pantomathdata (50 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Financial Services
- **Company Size:** 73% Enterprise, 27% Mid-Market


#### What Are Pantomath's Pros and Cons?

**Pros:**

- Data Lineage (8 reviews)
- Monitoring (7 reviews)
- Customer Support (6 reviews)
- Efficiency Improvement (5 reviews)
- Automation (3 reviews)

**Cons:**

- Alert Management (6 reviews)
- Poor Documentation (2 reviews)
- Complex Setup (1 reviews)
- Difficult Learning Curve (1 reviews)
- Learning Curve (1 reviews)


### What Do G2 Reviewers Say About Pantomath?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **outstanding visualization of data lineage** in Pantomath, enhancing efficiency in monitoring complex data operations.
- Users value the **real-time monitoring** capabilities of Pantomath, enhancing data management and operational efficiency significantly.
- Users commend the **responsive customer support** of Pantomath, enhancing the overall experience with professional assistance and feedback integration.
- Users highly value the **efficiency improvements** from Pantomath, streamlining data operations and enhancing productivity significantly.
- Users value Pantomath for its **real-time automation** and monitoring, enhancing efficiency in managing complex data pipelines.

**Cons:**

- Users experience **overwhelming alerts** initially, but the team helps refine them for meaningful insights over time.
- Users find the **poor documentation** on IaC integration frustrating, despite prompt bug fixes from the Pantomath team.
- Users report a **complex setup** process, requiring time to adjust configurations and optimize system performance.
- Users find the **difficult learning curve** challenging, especially those lacking prior experience with its features.
- Users find the **learning curve challenging** , especially those without prior experience using certain features.

#### What Are Recent G2 Reviews of Pantomath?

**"[First-class data pipeline lineage and visualization](https://www.g2.com/survey_responses/pantomath-review-9780363)"**

**Rating:** 5.0/5.0 stars
*— Trevor H.*

[Read full review](https://www.g2.com/survey_responses/pantomath-review-9780363)

---

**"[Pantomath: A game changer for Traceabiliity and observability in data pipelines](https://www.g2.com/survey_responses/pantomath-review-9815305)"**

**Rating:** 5.0/5.0 stars
*— Maritza A.*

[Read full review](https://www.g2.com/survey_responses/pantomath-review-9815305)

---



### 20. [Secoda](https://www.g2.com/products/secoda/reviews)
Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data sources, pipelines, warehouses, and visualization tools, Secoda aims to create a unified source of truth for businesses. This functionality is particularly valuable for organizations looking to enhance their self-serve analytics, streamline operations, and improve decision-making. Targeted at data teams, business stakeholders, and organizations of all sizes, Secoda serves as an essential tool for those who need to manage and interpret large volumes of data. Its user-friendly interface ensures that individuals with varying levels of technical expertise can leverage the platform to gain actionable insights. Companies such as Vanta, Cardinal Health, ID.me, and Dialpad have adopted Secoda to monitor the health of their data ecosystems, enhance the efficiency of their data teams, and scale AI readiness. One of Secoda’s core advantages is its ability to unify data cataloging, enterprise governance, and observability into a single, streamlined platform. This consolidation not only reduces the overhead of managing multiple tools but also powers Secoda AI with rich, connected context, enabling teams to focus on insights instead of infrastructure. Secoda automates key data management tasks including documentation, tagging, glossary term creation, and policy creation. This automation enables users to quickly discover and access relevant data and insights without extensive manual effort. By streamlining these processes, Secoda not only saves valuable time but also empowers teams to make confident, data-driven decisions based on current, well-organized information, ultimately driving better business outcomes. Overall, Secoda stands out in the data management landscape by offering a comprehensive, AI-driven solution that caters to the needs of both technical and non-technical users. Its ability to create a single source of truth, coupled with its integration of multiple functionalities into one platform, positions it as a valuable asset for organizations aiming to harness the full potential of their data.


**Average Rating:** 4.5/5.0
**Total Reviews:** 55
**How Do G2 Users Rate Secoda?**

- **Monitoring:** 8.9/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.0/10)
- **Reporting:** 7.2/10 (Category avg: 8.7/10)
- **Logging:** 5.6/10 (Category avg: 8.6/10)

**Who Is the Company Behind Secoda?**

- **Seller:** [Secoda](https://www.g2.com/sellers/secoda)
- **Year Founded:** 2021
- **HQ Location:** Toronto, CA
- **Twitter:** @SecodaHQ (923 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/secodahq/about (19 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 65% Mid-Market, 18% Small-Business


#### What Are Secoda's Pros and Cons?

**Pros:**

- Data Lineage (7 reviews)
- Onboarding (7 reviews)
- Integration Capabilities (6 reviews)
- Learning (6 reviews)
- Data Management (5 reviews)

**Cons:**

- Learning Difficulty (4 reviews)
- Product Immaturity (4 reviews)
- Improvement Needed (3 reviews)
- Limited Functionality (3 reviews)
- Performance Issues (3 reviews)


### What Do G2 Reviewers Say About Secoda?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **data lineage feature** for enhancing asset structure and simplifying data discovery across teams.
- Users value the **easy onboarding process** of Secoda, empowering effective data governance and enhancing team collaboration.
- Users value the **integration capabilities** of Secoda, which seamlessly connects to numerous essential business platforms.
- Users appreciate the **intuitive learning experience** of Secoda, as both tech and non-tech users find it easy to use.
- Users value the **effective data management** features of Secoda, enhancing knowledge sharing and centralizing information seamlessly.

**Cons:**

- Users find the **learning difficulty** with Secoda&#39;s complex team system frustrating, especially for nontechnical users.
- Users note the **product immaturity** of Secoda, experiencing occasional bugs and missing features amid ongoing improvements.
- Users note significant **improvement needed** for Secoda, citing low utility and challenging asset filtering that hindered adoption.
- Users find Secoda&#39;s **limited functionality** hampers effective usage, leading to dissatisfaction and unmet business needs.
- Users experience **performance issues** due to syncing problems and bugs, hindering functionality and user experience.

#### What Are Recent G2 Reviews of Secoda?

**"[Secoda offers great integration with Snowflake, dbt, Tableau for Data Cataloging and AI assistance](https://www.g2.com/survey_responses/secoda-review-11049626)"**

**Rating:** 5.0/5.0 stars
*— Surya Kant M.*

[Read full review](https://www.g2.com/survey_responses/secoda-review-11049626)

---

**"[Making real progress with metadata, lineage, documentation and AI use cases](https://www.g2.com/survey_responses/secoda-review-11392959)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Financial Services*

[Read full review](https://www.g2.com/survey_responses/secoda-review-11392959)

---



### 21. [Sematext Cloud](https://www.g2.com/products/sematext-cloud/reviews)
Sematext Cloud is an innovative, unified platform with all-in-one solutions for infrastructure monitoring, application performance monitoring, log management, real user monitoring, and synthetic monitoring to provide unified, real-time observability of your entire technology stack. It&#39;s used by organizations of all sizes and across a wide range of industries, with the goal of driving collaboration between engineering and business teams, reduce the time of root-cause-analysis, understand user behavior and track key business metrics.


**Average Rating:** 4.7/5.0
**Total Reviews:** 38
**How Do G2 Users Rate Sematext Cloud?**

- **Monitoring:** 8.9/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10)
- **Reporting:** 9.4/10 (Category avg: 8.7/10)
- **Logging:** 8.3/10 (Category avg: 8.6/10)

**Who Is the Company Behind Sematext Cloud?**

- **Seller:** [Sematext](https://www.g2.com/sellers/sematext)
- **Year Founded:** 2007
- **HQ Location:** Brooklyn, NY
- **Twitter:** @sematext (3,758 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/294493/ (15 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 47% Mid-Market, 45% Small-Business



#### What Are Recent G2 Reviews of Sematext Cloud?

**"[Amazing tool to monitor your workloads](https://www.g2.com/survey_responses/sematext-cloud-review-9107461)"**

**Rating:** 5.0/5.0 stars
*— Ganesha B.*

[Read full review](https://www.g2.com/survey_responses/sematext-cloud-review-9107461)

---

**"[A next generation monitoring tool](https://www.g2.com/survey_responses/sematext-cloud-review-8597176)"**

**Rating:** 5.0/5.0 stars
*— Daniel A.*

[Read full review](https://www.g2.com/survey_responses/sematext-cloud-review-8597176)

---


#### What Are G2 Users Discussing About Sematext Cloud?

- [What is Sematext Cloud used for?](https://www.g2.com/discussions/what-is-sematext-cloud-used-for)

### 22. [Matia](https://www.g2.com/products/matia/reviews)
Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data, instead of their tools. Matia combines ingestion, reverse ETL, data cataloging, and observability into a single, unified interface. Rather than stitching together multiple tools for data movement, observability, and metadata tracking, teams use Matia to streamline their workflow, reduce vendor bloat, and improve data trust across the organization. Common use cases include syncing operational data into warehouse destinations, monitoring pipeline health with built-in alerts, documenting data assets automatically, and aligning data delivery with business-critical SLAs. Teams adopt Matia to simplify their stack, reduce engineering overhead, and create more transparent, reliable data infrastructure.


**Average Rating:** 4.9/5.0
**Total Reviews:** 32
**How Do G2 Users Rate Matia?**

- **Monitoring:** 10.0/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Reporting:** 8.8/10 (Category avg: 8.7/10)
- **Logging:** 9.2/10 (Category avg: 8.6/10)

**Who Is the Company Behind Matia?**

- **Seller:** [Matia](https://www.g2.com/sellers/matia)
- **Company Website:** https://www.matia.io
- **Year Founded:** 2023
- **HQ Location:** Miami, US
- **LinkedIn® Page:** http://linkedin.com/company/matia-data (54 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 59% Mid-Market, 25% Small-Business


#### What Are Matia's Pros and Cons?

**Pros:**

- Customer Support (25 reviews)
- Ease of Use (18 reviews)
- Features (18 reviews)
- Integrations (13 reviews)
- Reliability (12 reviews)

**Cons:**

- Limited Connectors (4 reviews)
- Missing Features (4 reviews)
- Limited Features (3 reviews)
- Limited Integrations (3 reviews)
- Not User-Friendly (3 reviews)


### What Do G2 Reviewers Say About Matia?
*AI-generated summary from verified user reviews*

**Pros:**

- Users highlight the **exceptional customer support** from Matia, noting their promptness and proactive assistance for seamless data management.
- Users highlight the **ease of use** of Matia, noting its intuitive interface and seamless implementation process.
- Users praise Matia for its **dedicated support and intuitive UI** , making integration and transition smooth and efficient.
- Users value the **easy integration management** of Matia, appreciating its efficiency and responsive customer support.
- Users value the **reliability** of Matia, highlighting prompt support and efficient solution delivery for data needs.

**Cons:**

- Users note the **limited connectors** available but appreciate the team&#39;s responsiveness in adding needed integrations.
- Users note that Matia has **missing features** compared to competitors, but the team is actively improving and adding integrations.
- Users note the **limited features** of Matia, particularly compared to more established ETL tools, though improvements are underway.
- Users find **limited integrations** with Matia, which affects compatibility and overall performance compared to competitors.
- Users find the **UI unintuitive** , affecting ease of use as performance can lag with numerous integrations.

#### What Are Recent G2 Reviews of Matia?

**"[Excellent tooling backed by a highly supportive team](https://www.g2.com/survey_responses/matia-review-12338799)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Security and Investigations*

[Read full review](https://www.g2.com/survey_responses/matia-review-12338799)

---

**"[Seamless Transition, Outstanding Value](https://www.g2.com/survey_responses/matia-review-12570399)"**

**Rating:** 5.0/5.0 stars
*— Jonah J.*

[Read full review](https://www.g2.com/survey_responses/matia-review-12570399)

---



### 23. [Elementary Data](https://www.g2.com/products/elementary-data/reviews)
Elementary is a data observability solution designed for dbt-centric data stacks. It seamlessly integrates into your dbt development workflow and pipelines and ensures you are the first to know when something breaks. Trusted by 5000+ analytics and data engineers, Elementary helps data-driven companies deliver production-grade data.


**Average Rating:** 4.5/5.0
**Total Reviews:** 18
**How Do G2 Users Rate Elementary Data?**

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

**Who Is the Company Behind Elementary Data?**

- **Seller:** [Elementary Data](https://www.g2.com/sellers/elementary-data)
- **Year Founded:** 2022
- **HQ Location:** N/A
- **Twitter:** @ElementaryData (403 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/elementary-data/ (44 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 56% Mid-Market, 22% Enterprise


#### What Are Elementary Data's Pros and Cons?

**Pros:**

- Features (8 reviews)
- Insights (8 reviews)
- Ease of Use (7 reviews)
- Slack Integration (7 reviews)
- Alerting System (6 reviews)

**Cons:**

- Integration Issues (6 reviews)
- Database Integration Issues (4 reviews)
- Limited Integration (3 reviews)
- API Limitations (2 reviews)
- Limited Features (2 reviews)


### What Do G2 Reviewers Say About Elementary Data?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **intuitive dashboard and automated monitoring** , enhancing data quality and simplifying observability processes.
- Users value the **powerful anomaly detection** and intuitive interface of Elementary Data for enhancing data quality monitoring.
- Users value the **ease of use** of Elementary Data, praising its intuitive interface and quick setup.
- Users love the **seamless Slack integration** for timely data alerts, enhancing collaboration and monitoring efficiency.
- Users appreciate the **effective alerting system** that enhances data monitoring and simplifies integration with tools like Slack.

**Cons:**

- Users face **integration issues** with Elementary Data, limiting its usability for teams not using dbt or standard tools.
- Users face challenges with **database integration issues** due to limited compatibility with transformation tools beyond dbt.
- Users find the **limited integration** with other tools restricts flexibility and seamless workflow adaptation.
- Users find **API limitations** in Elementary Data restrictive, feeling the need for more flexibility and integration options.
- Users find the **limited features** of Elementary Data frustrating, especially due to unclear documentation and missing functionalities.

#### What Are Recent G2 Reviews of Elementary Data?

**"[Effortless Data Quality Monitoring Made Simple](https://www.g2.com/survey_responses/elementary-data-review-10764174)"**

**Rating:** 5.0/5.0 stars
*— Alonso A.*

[Read full review](https://www.g2.com/survey_responses/elementary-data-review-10764174)

---

**"[A lean data observability platform](https://www.g2.com/survey_responses/elementary-data-review-10729558)"**

**Rating:** 4.0/5.0 stars
*— Artur Y.*

[Read full review](https://www.g2.com/survey_responses/elementary-data-review-10729558)

---



### 24. [Monyog](https://www.g2.com/products/monyog/reviews)
Monyog is an agentless MySQL monitoring tool that helps DBAs pro-actively identify issues affecting MySQL database performance. Monyog reduces downtime, tightens security, provides performance insights and optimizes the performance of MySQL powered systems. It is easy to setup and ships with 600+ monitors and advisors that continuously check the health status of your MySQL servers. Monyog makes monitoring MySQL databases easy and uncovers valuable MySQL server performance insight within 2 minutes.


**Average Rating:** 4.0/5.0
**Total Reviews:** 5
**How Do G2 Users Rate Monyog?**

- **Monitoring:** 8.3/10 (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:** 8.3/10 (Category avg: 8.6/10)

**Who Is the Company Behind Monyog?**

- **Seller:** [Webyog ](https://www.g2.com/sellers/webyog)
- **HQ Location:** Houston, Texas
- **Twitter:** @WebyogJobs (362 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3557626/ (19 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 40% Mid-Market, 40% Small-Business



#### What Are Recent G2 Reviews of Monyog?

**"[Agentless mySQL database monitoring](https://www.g2.com/survey_responses/monyog-review-7126583)"**

**Rating:** 5.0/5.0 stars
*— Rezwana S.*

[Read full review](https://www.g2.com/survey_responses/monyog-review-7126583)

---

**"[powerful software](https://www.g2.com/survey_responses/monyog-review-7521971)"**

**Rating:** 4.0/5.0 stars
*— Roy A.*

[Read full review](https://www.g2.com/survey_responses/monyog-review-7521971)

---



### 25. [ScaleGrid](https://www.g2.com/products/scalegrid/reviews)
ScaleGrid provides a fully managed Database-as-a-Service (DBaaS) solution used by thousands of developers, startups, and enterprise customers, including UPS, Dell, and Adobe. The ScaleGrid platform supports MongoDB, MySQL, PostgreSQL (now with Citus support), Redis, and RabbitMQ hosting in public and private clouds, including Amazon AWS, Microsoft Azure, Google Cloud Platform, DigitalOcean, Oracle Cloud Infrastructure, Linode, and Zadara. ScaleGrid handles all your database operations at any scale so that you can focus on your product instead of operations.


**Average Rating:** 4.1/5.0
**Total Reviews:** 11
**How Do G2 Users Rate ScaleGrid?**

- **Monitoring:** 7.5/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (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 ScaleGrid?**

- **Seller:** [ScaleGrid](https://www.g2.com/sellers/scalegrid)
- **Year Founded:** 2012
- **HQ Location:** East Palo Alto, US
- **Twitter:** @scalegridio (1,809 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/scalegrid-inc/ (22 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 45% Small-Business, 45% Mid-Market


#### What Are ScaleGrid's Pros and Cons?

**Pros:**

- Customer Support (4 reviews)
- Ease of Use (2 reviews)
- Features (2 reviews)
- Flexibility (2 reviews)
- Installation Ease (2 reviews)

**Cons:**

- Limited Features (2 reviews)
- Missing Features (2 reviews)
- Limited Options (1 reviews)
- Regional Limitations (1 reviews)


### What Do G2 Reviewers Say About ScaleGrid?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend the **awesome customer support** from ScaleGrid, noting fast replies and dedicated assistance throughout their experience.
- Users find ScaleGrid&#39;s **ease of use** remarkable, allowing quick setup and management without technical expertise.
- Users highlight the **exceptional customer support** and quick database setup that set ScaleGrid apart from competitors.
- Users commend ScaleGrid for its **flexibility in choosing providers and databases** , enhancing operational efficiency without extra costs.
- Users find **installation ease** impressive, highlighting quick setup and excellent support throughout the process.

**Cons:**

- Users note **limited features** based on data center choice, which may impact console usability for some users.
- Users note the **missing features** based on data center selection, impacting the console experience despite API functionality.
- Users experience **limited options** as certain features depend on the selected data center for hosting.
- Users face **regional limitations** that restrict access to certain features, impacting their overall satisfaction with ScaleGrid.

#### What Are Recent G2 Reviews of ScaleGrid?

**"[Effortless Scaling and Unmatched Support](https://www.g2.com/survey_responses/scalegrid-review-11919967)"**

**Rating:** 5.0/5.0 stars
*— Mike L.*

[Read full review](https://www.g2.com/survey_responses/scalegrid-review-11919967)

---

**"[Reliable, High-Performance Redis &amp; MySQL Hosting at Unbeatable Value](https://www.g2.com/survey_responses/scalegrid-review-11416924)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/scalegrid-review-11416924)

---


#### What Are G2 Users Discussing About ScaleGrid?

- [What is ScaleGrid used for?](https://www.g2.com/discussions/what-is-scalegrid-used-for)


## What Is Database Monitoring Tools?

[Monitoring Software](https://www.g2.com/categories/monitoring)

## What Software Categories Are Similar to Database Monitoring Tools?

- [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm)
- [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring)
- [Observability Software](https://www.g2.com/categories/observability-software)



