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BigPanda vs Grafana Enterprise Stack comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 9, 2024

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

BigPanda
Ranking in IT Infrastructure Monitoring
27th
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
19
Ranking in other categories
IT Alerting and Incident Management (8th), AIOps (12th)
Grafana Enterprise Stack
Ranking in IT Infrastructure Monitoring
13th
Average Rating
8.4
Reviews Sentiment
6.1
Number of Reviews
14
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2026, in the IT Infrastructure Monitoring category, the mindshare of BigPanda is 0.6%, down from 1.0% compared to the previous year. The mindshare of Grafana Enterprise Stack is 1.1%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
IT Infrastructure Monitoring Market Share Distribution
ProductMarket Share (%)
Grafana Enterprise Stack1.1%
BigPanda0.6%
Other98.3%
IT Infrastructure Monitoring
 

Featured Reviews

Michael Wenn - PeerSpot reviewer
CEO / Co-Founder at Aiops ltd
Automated incident workflows have reduced alert noise and now improve response efficiency
In my opinion, the best feature of BigPanda is its speed in terms of deployment. It has very strong integration with all of the major platforms and workflows that organizations need. The biggest customers are enterprises like HSBC and Barclays. Implementing something effective for them that dramatically reduces meantime to repair and the number of incidents is substantially difficult, as projects can often extend three years with very small results. BigPanda is different; it is a tool relied on by many enterprises, fitting over existing toolsets rather than trying to replace them, which makes it non-competitive to many existing alerts and monitoring tools. It enhances existing systems to provide actionable intelligence for business solutions.
RM
Test Lead at Calpine Group
Efficient monitoring and alerting enhance operational insights
With Grafana Enterprise Stack, we can identify issues that New Relic cannot help with. While New Relic requires purchase and supports frontend and backend components, Grafana Enterprise Stack helps identify where issues are occurring. When we need to deep dive into issues, we use New Relic to trace transactions and determine where maximum impact occurs, whether in core size, DB side, or frontend components that slow performance. We first evaluate with Grafana Enterprise Stack, then move to New Relic if we identify performance degradation, such as DB queries taking too much time. Grafana Enterprise Stack responds to queries within 6 to 12 hours. They contact users through email immediately when available. Similarly, New Relic follows the same pattern, responding immediately when requests are raised and resolving issues promptly.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The solution is user-friendly and has good performance and certification."
"The most valuable features of BigPanda are the API integration was good. It enables us to do faster onboarding."
"BigPanda is different; it is a tool relied on by many enterprises, fitting over existing toolsets rather than trying to replace them, which makes it non-competitive to many existing alerts and monitoring tools."
"Alert deduplication and correlation - In an environment like the NOC where you're ingesting hundreds and thousands of alerts from various monitoring sources, it's time consuming and difficult to go through individual alerts and also difficult to spot critical issues. It's been great to have BigPanda not only deduplicate alerts but also correlate alerts that are seemingly unrelated, to create a clearer picture."
"The most useful feature has been the AI/ML. The way BigPanda uses the AI/ML is good compared to other SRE tools."
"BigPanda simplifies the process by consolidating multiple monitoring platforms into a single console where I can view all issues."
"The program is very stable."
"The most valuable features of BigPanda include event deduplication, correlations, and enrichment, which reduce the noise in the environment."
"Grafana's most valuable feature is its ability to provide a graphical representation of data collected from various sources."
"It is truly reliable."
"The most valuable features for us are dashboards; we can dashboard anything that we can think of, we can dashboard and measure."
"Our productivity has improved with its use."
"Compared to other packages, Grafana Enterprise Stack is user-friendly and easy to configure quickly."
"Grafana's full observability stack, known as LGTM, is highly valuable."
"It is very easy to deploy and integrate with any application or infrastructure layer."
"Grafana's full observability stack, known as LGTM, is highly valuable."
 

Cons

"BigPanda could improve by syncing its threshold settings with Dynatrace to align with users' familiarity."
"Analytics is an area for improvement, being able to break down the actions that are being taken by users of BigPanda, as well as the auto-magical work that is being done by BigPanda."
"We had to use a partner for the deployment."
"BigPanda attempts a little of everything and fails at most."
"The planned maintenance feature in BigPanda needs enhancements due to its limited scheduling options."
"Our infrastructure is quite large - tens of thousands of servers, often with 30-plus checks running on each host with one minute intervals. This generates a lot of data often in bursts (when we have a large scale failure). This has caused some delay in the ingestion pipeline."
"The solution could improve by having better integration."
"Lacks sufficient dashboard features."
"Integrating AI capabilities for automated self-healing and reduced manual interventions would be valuable."
"The connection between metrics, logs, and traces could be improved. Currently, one needs to ingest labels and timestamps for them to be connected, however, drilling down sometimes takes time."
"Grafana Enterprise Stack is complex and not easy or simple."
"They could use more small tutorials to explain a bit about how Grafana works."
"I have encountered occasional issues with false inputs or incorrect data in Grafana."
"If Grafana Enterprise Stack could display transaction queries in dashboard format similar to New Relic, it would provide more options and capabilities for users."
"In terms of what Grafana provides, it just provides the charting tools. Everything else is third-party."
"I find Grafana really hard to configure. It's difficult to build the dashboard, and it's non-intuitive. In my opinion, it's very difficult to work with Grafana."
 

Pricing and Cost Advice

"The price of BigPanda is in the middle compared to other solutions."
"BigPanda is cheaper than the competitors."
"We pay $200,000 USD per year."
"They were great to work with on pricing/licensing. Given we are a high-growth company, we needed a flexible site license."
"I use the tool's free license."
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Manufacturing Company
9%
Computer Software Company
7%
Healthcare Company
7%
Energy/Utilities Company
19%
Financial Services Firm
15%
Manufacturing Company
10%
Computer Software Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Large Enterprise11
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise1
Large Enterprise7
 

Questions from the Community

Any advice about APM solutions?
There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...
What do you like most about BigPanda?
One of the most valuable features of BigPanda is its user-friendly interface.
What is your experience regarding pricing and costs for BigPanda?
The pricing of BigPanda includes considerations for pricing, licensing, and setup costs of the solution.
What do you like most about Grafana Enterprise Stack?
The tool's most valuable feature is real-time monitoring. It helps in securing the application or the node by allowing us to monitor and manage resource consumption during peak times. For instance,...
What needs improvement with Grafana Enterprise Stack?
I am trying to think about its advanced alerting features; we do not use it too much for that. We do get it to report through to our help desk system and if a threshold gets broken, then a ticket i...
What is your primary use case for Grafana Enterprise Stack?
I have switched to a different suite, focusing on customer edge solutions that are mostly Fortinet. To manage it, I use Grafana Enterprise Stack and a whole bunch of tools that we wrote ourselves. ...
 

Overview

 

Sample Customers

Nagios, ServiceNow, ITSM, NOC, CMDB Evolved, RemedyIncident Management Process
1. Uber 2. PayPal 3. eBay 4. Sony 5. Red Hat 6. IBM 7. Cisco 8. Adobe 9. Expedia 10. Booking.com 11. Airbnb 12. LinkedIn 13. Twitter 14. Netflix 15. Spotify 16. Pinterest 17. Slack 18. GitLab 19. Docker 20. Atlassian 21. Salesforce 22. Microsoft 23. Google 24. Amazon 25. Facebook 26. Apple 27. Intel 28. Oracle 29. SAP 30. VMware 31. HP 32. Dell
Find out what your peers are saying about BigPanda vs. Grafana Enterprise Stack and other solutions. Updated: January 2026.
881,082 professionals have used our research since 2012.