# Best Database Monitoring Tools - Page 3

## How Many Database Monitoring Tools Products Does G2 Track?

**Total Products under this Category:** 121

### Category Stats (Aug 2026)

- **Average Rating:** 4.48/5 (↓0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ScaleGrid (+1.86%) - Among all products in this category, ScaleGrid recorded the largest rating increase compared to last month

_Last updated: August 06, 2026_

## How Does G2 Rank Database Monitoring Tools Products?

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

- 30 Analysts and Data Experts
- 8,100+ Authentic Reviews
- 121+ Products
- Unbiased Rankings

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

## G2 Grid® for Database Monitoring Tools
 ![G2 Grid® for Database Monitoring Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/database-monitoring/grids.png?focus%5B%5D=3824&focus%5B%5D=27540&focus%5B%5D=68245&focus%5B%5D=13665&focus%5B%5D=142449&focus%5B%5D=2056&focus%5B%5D=6087&focus%5B%5D=17856)

Highlighted products: Datadog, IBM Instana, Redgate Monitor, Site24x7, Monte Carlo, Dynatrace, SolarWinds Database Observability, and ManageEngine Applications Manager.

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

**Sponsored**

### Abacum

Abacum is an AI-native Financial Planning and Analysis (FP&A) platform designed to enhance business performance through clarity, speed, and impactful decision-making. This innovative solution provides users with instant access to essential operational and financial key performance indicators (KPIs) all in one centralized location. With just a single click, users can automate management reporting, forecast revenue, plan headcount, budget operational expenditures (OPEX), and run multiple scenarios, all seamlessly integrated within the Abacum environment. Targeted primarily at mid-market companies, Abacum caters to finance teams seeking a robust yet user-friendly solution for their planning and analysis needs. The platform stands out by combining intuitive workflows with enterprise-grade flexibility, allowing users to create collaborative plans, analyze performance in real time, and share valuable insights that drive business progress. Its ability to integrate with over 700 systems, including ERP, CRM, HRIS, and data warehouses, ensures that all data is automatically synced, cleaned, structured, and consistently up to date, thus eliminating the need for manual data handling. One of the key features of Abacum is its multi-dimensional modeling engine, which empowers finance teams to conduct complex analyses and scenario planning with ease. This capability, coupled with collaborative workflows, facilitates seamless business partnering across various functions within an organization. As a result, finance teams can plan and report up to 75% faster, significantly improving efficiency and allowing them to focus on strategic initiatives rather than time-consuming manual processes. Abacum is designed to support fast-growing companies and industry leaders, including names such as Strava, Dish Networks, JG Wentworth, BetterUp, Factorial, Kajabi, Abridge, and Aiven. By providing a scalable FP&A solution that balances power with simplicity, Abacum enables organizations to navigate the complexities of financial planning and analysis confidently.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1867&secure%5Bchosen_at%5D=2026-08-09T08%3A37%3A30Z&secure%5Bdisplayable_resource_id%5D=1538&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=154807&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=154807&secure%5Bresource_id%5D=1867&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdatabase-monitoring%3Fpage%3D3&secure%5Btoken%5D=acf15925e0efc07591bb84a6279a73f8dc048936ac9bb4e0160083eb40dd05b0&secure%5Burl%5D=https%3A%2F%2Fwww.abacum.ai%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3Dg2_paid&secure%5Burl_type%5D=custom_url)

### [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:** 54

#### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2fde8ecedb34ce0581533f271ac67d029297d93dec2e0e72fe88183727956d75&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsifflet%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 75% Medium, 24% Large

#### What Do G2 Reviewers Say About Sifflet?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Sifflet's **efficiency improvement** valuable for tracking issues and receiving timely alerts via Slack.
- Users appreciate the **ease of use** of Sifflet, benefiting from streamlined alerts and notifications for quick responses.
- Users appreciate the **ease of monitoring** with Sifflet, effectively identifying data anomalies and trends effortlessly.
- Users value the **full visibility of data lineage** offered by Sifflet, enhancing understanding of data flow and dependencies.
- Users value the **real-time alerting system** for effective issue tracking and quick action via Slack notifications.

##### Cons

- Users find **limited customization** for managing tags and bulk editing features, hindering a more streamlined experience.
- Users report a **complex setup process** for Sifflet, requiring significant time and effort for onboarding and monitoring.
- Users find the **alert management process overwhelming** , requiring significant time and attention to manage effectively.
- Users highlight the **limited integration** of Sifflet, especially for Hadoop and Elasticsearch, impacting major data loads.
- Users find that **lineage issues** can cause confusion and delays, particularly with large and complex datasets.

#### 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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e9cb452f87537da4b3d2bef1940e8a4d899bf2e6ada44d1ba2d385259ef111d8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapplication-performance-ltd%2F&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 44% Small, 22% Large

#### What Do G2 Reviewers Say About DBmarlin?

_AI-generated summary from verified user reviews_

##### Pros

- Users find DBMarlin's **installation ease** exceptional, allowing DBA teams to set it up effortlessly.
- Users value the **comprehensive monitoring capabilities** of DBmarlin, providing deep insights into database performance.

##### Cons

- Users feel the **data limitations** hinder effectiveness, citing short retention periods and performance issues related to server dependency.
- Users note that the **poor UI** affects the overall performance and experience with DBmarlin.
- Users note that the **slow performance** of DBmarlin impacts their experience, likely linked to on-prem server dependence.

#### 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)

### [Foglight for Databases](https://www.g2.com/products/foglight-for-databases/reviews)

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

**Average Rating:** 4.0/5.0

**Total Reviews:** 43

#### How Do G2 Users Rate Foglight for Databases?

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

#### Who Is the Company Behind Foglight for Databases?

- **Seller:** [Quest Software](https://www.g2.com/sellers/quest-software)
- **Year Founded:** 1987
- **HQ Location:** Austin, TX
- **Twitter:** @Quest  
17,109 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ed19918b4e18facf79def69484660a2b3831e7c0b692c78c8af06464252d5f38&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2880%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,569 employees on LinkedIn®
- **Ownership:** NYSE: DGX

#### Who Uses This Product?

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

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

**["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)

### [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 & 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cb376710351f454058112940bd1189151d5b0147ce9105d6b4d3189e4438ed2b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F421929%2F&secure%5Burl_type%5D=linkedin_company_website)  
354 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["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)

**["PMM tool made DBA & 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)

#### 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

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e209c4f868dc60ae1283345a4399655e82b8da222a31a017a71a597f04fabaf5&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpxier-services&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Small, 32% Medium

#### What Do G2 Reviewers Say About Pxier Event?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** of Pxier Event remarkable, simplifying processes and enhancing data management efficiency.
- Users value the **exception management and data governance** of Pxier Event, ensuring data integrity and overall control.
- Users appreciate the **robust data management capabilities** of Pxier Event, enhancing control and trust in their data processes.
- Users find exMon Event's **data monitoring capabilities** crucial for ensuring data integrity and quickly addressing anomalies.
- Users value the **robust data discovery capabilities** of Pxier Event, enhancing data accuracy and efficiency in analyses.

##### Cons

- Users find **limited functionality** in Pxier Event, especially lacking key features available on other platforms.
- Users note a **lack of modern features** in Pxier Event, such as drag-and-drop functionality and notifications.
- Users find the **UI confusing and complicated** , expressing a need for a visual improvement to enhance usability.
- Users find the **interface complexity** of Pxier Event frustrating, hindering its usability for business purposes.
- Users find the **UI confusing and complicated** , suggesting improvements for a more user-friendly experience with Pxier Event.

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

**["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)

**["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)

#### 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)

### [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:** 44

#### How Do G2 Users Rate Anomalo?

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

#### Who Is the Company Behind Anomalo?

- **Seller:** [Anomalo](https://www.g2.com/sellers/anomalo)
- **Company Website:** www.anomalo.com
- **Year Founded:** 2018
- **HQ Location:** N/A
- **Twitter:** @anomalo\_hq  
555 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=402b5c78748c28f11d725d7e605bd9ef3bf1ea6f28f1de1aa6bea6923f06ca06&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanomalo&secure%5Burl_type%5D=linkedin_company_website)  
84 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["Anomalo Makes Proactive Data Quality Easy with Smart Issue Detection"](https://www.g2.com/survey_responses/anomalo-review-13084151)**

**Rating:** 5.0/5.0 stars

_— Ronny B._

[Read full review](https://www.g2.com/survey_responses/anomalo-review-13084151)

**["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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=63b4dbbe36c184b8e0bcfe321196485a32ca82b8a8050b7bdd9dc630481c3b87&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbmchelix%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,266 employees on LinkedIn®

#### Who Uses This Product?

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

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

**[""Netreo: The Best Vendor for Full-Stack Monitoring and AIOps Solutions""](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)

**["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)

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

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

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f502526c9954123ee79e316e86a97f3c46a37f4551d31f300282bc68c0f07d96&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10626844%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["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)

**["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)

#### 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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=910c1cccceceb0f77de767c2a728d4891d8da5f4662d7302d61a9e4724c92c5e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4036358%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["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)

**["Integrating database with Google Sheets is quick & 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)

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

**Average Rating:** 4.4/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Unravel Data?

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

#### Who Is the Company Behind Unravel Data?

- **Seller:** [Unravel Data](https://www.g2.com/sellers/unravel-data)
- **Year Founded:** 2016
- **HQ Location:** Mountain View, CA
- **Twitter:** @unraveldata  
1,029 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1eb041149492f8c88f1908feb6e66f8e4393a69e908c3a66e6d98cf49818b928&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funravel-data&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Unravel Data?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in Unravel Data, praising its user-friendly interface and straightforward AI agent setup.
- Users praise the **easy setup** of Unravel Data, finding it user-friendly and straightforward to add AI agents.
- Users appreciate the **efficiency in analyzing data** with Unravel Data, allowing for quick insights and issue diagnosis.
- Users value the **clear performance insights** provided by Unravel Data, enabling quick analysis and efficient troubleshooting.
- Users appreciate the **installation ease** of Unravel Data, enjoying a user-friendly interface and simple AI agent integration.

##### Cons

- Users find the **limited features** of Unravel Data hinder their ability to manage complex datasets and insights.
- Users find that the **complex configuration** of advanced features makes tuning detailed performance metrics challenging and frustrating.
- Users find the **complex setup** of Unravel Data challenging, especially when tuning advanced performance metrics and interpreting insights.
- Users find the **configuration difficulty** in Unravel Data's advanced features frustrating and complicating their experience.
- Users find that **configuration issues** complicate understanding insights and tuning advanced performance metrics in Unravel Data.

#### 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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f146dd2da6255ae21db2f89043b268912043fe250660dfee40ba3c0574bb1ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29352%2F&secure%5Burl_type%5D=linkedin_company_website)  
35,081 employees on LinkedIn®
- **Ownership:** NYSE:NOW

#### Who Uses This Product?

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

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

**["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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=03ef34693caf2db4f0f1b0b6f59cc875a5d965731467ae3f27332b9e672139a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2105%2F&secure%5Burl_type%5D=linkedin_company_website)  
12,682 employees on LinkedIn®
- **Ownership:** NASDAQ

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 43% Large, 29% Medium

#### What Do G2 Reviewers Say About NetApp Data Infrastructure Insights?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **real-time insights** of NetApp Data Infrastructure Insights, enhancing adaptability and scalability for their cloud environments.
- Users value the **effective reporting capabilities** of NetApp Data Infrastructure Insights, aiding in infrastructure understanding and management.
- Users appreciate the **robust reporting features** of NetApp Data Infrastructure Insights, which enhance infrastructure understanding and management.
- Users value the **adaptability and scalability** of NetApp Data Infrastructure Insights, finding it an effective all-in-one solution.
- Users value the **real-time insights** provided by NetApp Data Infrastructure Insights for effective 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 & 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)

### [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:** www.pantomath.com
- **Year Founded:** 2022
- **HQ Location:** Cincinnati
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c87cb82c70d30dfb53bef2822959052bbf7b3257bc5c437c721518095b4b0b12&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpantomathdata&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Pantomath?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **exceptional data lineage visualization** of Pantomath, enhancing efficiency in managing complex data operations.
- Users appreciate the **responsive and helpful customer support** from Pantomath, enhancing their overall experience and satisfaction.
- Users commend Pantomath for its **enhanced efficiency** , enabling faster issue resolution and streamlined data operations.
- Users value the **comprehensive data visibility** Pantomath offers, enhancing tracking and troubleshooting of their data operations.
- Users value the **effective issue resolution** in Pantomath, allowing for quick identification and fixing of data pipeline problems.

##### Cons

- Users report **overwhelming alerts** at setup, needing time to fine-tune them for meaningful insights.
- Users find the **poor documentation** on Pantomath integration challenging, despite timely bug fixes from the team.
- Users find the **complex setup** process challenging initially, requiring time to adjust and optimize configurations effectively.
- Users find the **difficult learning curve** of Pantomath challenging, especially for those lacking prior experience.
- Users find the **learning curve steep** , making it challenging for inexperienced individuals to utilize certain features effectively.

#### 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)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f1837632c4ab80c8e59891b62d653832890bc68b79a494f0d793f7a5eb73e02&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsecodahq%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
19 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 65% Medium, 18% Small

#### What Do G2 Reviewers Say About Secoda?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **data lineage** feature of Secoda for enhancing metadata integration and facilitating easy discovery across teams.
- Users appreciate the **self-serve onboarding** of Secoda, making it easy to empower teams with data governance.
- Users value the **integration capabilities** of Secoda, seamlessly connecting to platforms like Looker Studio and Salesforce.
- Users appreciate the **ease of use** of Secoda, making it accessible for both tech and non-tech users.
- Users find the **data management features** in Secoda invaluable for knowledge sharing and simplifying data understanding.

##### Cons

- Users find the **learning difficulty** with Secoda's settings and integrations frustrating, particularly for nontechnical team members.
- Users note the **product immaturity** of Secoda, with bugs and missing features as challenges to their experience.
- Users highlight the need for significant **improvement** in functionality and usability to derive real value from Secoda.
- Users note the **limited functionality** of Secoda, stating it lacks essential features and struggles with usability.
- Users experience **performance issues** with Secoda, facing syncing problems and minor bugs that hinder usability.

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

**["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)

**["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)

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- [AI Agent Observability](/categories/ai-agent-observability)
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[Browse Database Monitoring Themes](/categories/database-monitoring/themes)

 ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin")
TL

Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin)

Updated March 10, 2026

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

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