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Grafana Loki vs Rapid7 InsightOps 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

Grafana Loki
Ranking in Log Management
7th
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
19
Ranking in other categories
No ranking in other categories
Rapid7 InsightOps
Ranking in Log Management
28th
Average Rating
9.0
Reviews Sentiment
6.0
Number of Reviews
10
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the Log Management category, the mindshare of Grafana Loki is 3.5%, down from 8.7% compared to the previous year. The mindshare of Rapid7 InsightOps is 0.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Log Management Mindshare Distribution
ProductMindshare (%)
Grafana Loki3.5%
Rapid7 InsightOps0.8%
Other95.7%
Log Management
 

Featured Reviews

reviewer2350791 - PeerSpot reviewer
Regional Associate & Engineer at a outsourcing company with 1,001-5,000 employees
Offers cost-effective log management with strong correlation features across observability tools
Grafana Loki's open-source capability is a significant benefit. Grafana has invested in making their enterprise tools competitive with other APM tools, facilitating cross-correlation with Mimir and Tempo for metrics and tracing. The tool offers good search functionality, and its on-premises capability is advantageous. The indexing performance is strong, making it a robust log management tool. Grafana Loki is notably cost-effective.
reviewer1247523 - PeerSpot reviewer
Head of Sales Services Department at a comms service provider with 51-200 employees
Customization and automation streamline workflows for seamless operations
The features of Rapid7 InsightOps that I have found most valuable are the predefined policies and the use of correlation rules, which are very valuable because they eliminate the need to spend time creating those rules. This feature detects insider threats or compromised credentials by using user behavior analytics, which can collect other compromise indicators. It makes it easier to install and implement this solution because you can run it as normal behavior of users and then switch off to look for the anomalous behavior of any entities, such as laptops and others. In any violation or restricted behavior, the system will notify you that something unusual is occurring. The machine learning algorithms in Rapid7 InsightIDR for threat detection work quite effectively as part of the user entity behavior analytic model, allowing us to focus group normal typical behavior of users and then turn on the rule to spot any unexpected behavior. The automation features of Rapid7 InsightOps are quite satisfactory, as users appreciate these features, especially when integrating with the ticketing system. If something goes wrong, InsightOps will notify the ticketing system to create a ticket and assign it to the responsible person to handle the events found in the infrastructure. The customizable dashboards in Rapid7 InsightOps are quite valuable and interesting because SOC center operators spend most of their time investigating on those dashboards, making them easy to manage. Additionally, we can configure email reports for high-level talks, sending historical data without needing to look online, which is very convenient.

Quotes from Members

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

Pros

"Loki also utilizes the same service discovery mechanism as used by Prometheus. So, whatever labeled metadata you see in Prometheus, you have the exact same metadata in the Loki system. Given this level of intricacy and the attempt to address these challenges, I firmly believe that Loki deserves praise for the work."
"Grafana Loki's open-source capability is a significant benefit, and Grafana has invested in making their enterprise tools competitive with other APM tools, facilitating cross-correlation with Mimir and Tempo for metrics and tracing."
"There are new features like that pilot code and things like that for profiling."
"The most valuable feature of Grafana Loki is the dashboards which are really simple to create."
"Grafana agent is very lightweight and does not cost significant resources of our cluster."
"The solution's stability has never been a problem. Stability-wise, I rate the solution a nine to ten out of ten."
"The most valuable part of Loki is the ability to filter logs by keywords and devices."
"The most valuable feature is the capability to set up alerts, which becomes necessary when we need to receive notifications for specific events."
"I use it as a security incident and event management system, and it has the ability to alert and track logs from different sources."
"We get way more out of it than we did with SecureWorks and we pay about a third of the price."
"The log aggregation and research capabilities are definitely what pays for itself."
"My advice to others is this is an easy-to-use solution and they should try it out."
"Easy to use and spend less time on setups/troubleshooting."
"The machine learning algorithms in Rapid7 InsightIDR for threat detection work quite effectively as part of the user entity behavior analytic model, allowing us to focus group normal typical behavior of users and then turn on the rule to spot any unexpected behavior."
"It has the ability to alert and track logs from different sources."
"The ability to browse logs from multiple sources at the same time really speeds up root cause analysis."
 

Cons

"It would be beneficial if Loki could directly access Windows Server logs or events directly from the servers."
"Improvements could be made in the enablement of the product, addressing the complexity of implementing these tools."
"The correlation of requests is not simple in Grafana Loki and can be improved."
"We encountered certain limitations when it came to alerting, particularly when dealing with specific data sources."
"The solution's scalability depends on the team managing the Grafana instance."
"Improvements could be made in the enablement of the product, addressing the complexity of implementing these tools."
"The Docker container partition feature needs improvement as they do not reuse the space and goes into a pending state."
"My main concern is the recommended production-grade setup. They suggest using tools like Tanka or Jsonnet. They should simplify the process to increase adoption."
"There are a few things I would like to do with a few more complex queries which I am not able to do right now, because it is a SaaS solution."
"Since I used the beta, improvements are to be expected. The dashboard options could have been clearer, but I believe it is more a problem with the limited documentation available at the time."
"Improvement is needed in the dashboard of InsightOps, especially for less technical users."
"The searching capability, or when you ask real time questions, is pretty decent but it's still not up to par with, say, Splunk."
"Rapid7 InsightOps could improve by making the search query better. There are times when the search query is broken and it does not find anything."
"Since I used the beta, improvements are to be expected. The dashboard options could have been clearer, but I believe it is more a problem with the limited documentation available at the time."
"There were some difficulties in product setup, but after those issues were resolved, there were no issues."
"Rapid7 InsightOps could improve by making the search query better. There are times when the search query is broken and it does not find anything."
 

Pricing and Cost Advice

"My company doesn't need to pay for the licensing cost of the solution."
"I use the open-source version of the product."
"You can use the free version of Grafana Loki on-premises."
"I use the solution's open-source version. Grafana Loki is a completely free solution for me."
"The solution is open source."
"Since we are using the open-source version of Grafana Loki, we are not paying anything for the solution."
"We use a free version."
"I find the licensing structure quite reasonable, as the free license effectively meets my requirements."
"The product is cheap."
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Top Industries

By visitors reading reviews
Computer Software Company
12%
Financial Services Firm
12%
Comms Service Provider
11%
Manufacturing Company
8%
Manufacturing Company
13%
Construction Company
13%
Media Company
7%
Performing Arts
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise8
Large Enterprise4
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise2
Large Enterprise3
 

Questions from the Community

What is your experience regarding pricing and costs for Grafana Loki?
Since it is an open source tool, there are no charges or fees.
What needs improvement with Grafana Loki?
Improvements could be made in the enablement of the product, addressing the complexity of implementing these tools.
What advice do you have for others considering Grafana Loki?
A lot of our customers are service providers, internet service providers, government, defense contractors, and some enterprise software and finance organizations, so it spans across the board. Cost...
What needs improvement with Rapid7 InsightOps?
In my opinion, there are no specific areas of Rapid7 InsightIDR that need improvement because all solutions in the SIEM market, including InsightOps and its competitors, are doing the same things b...
What is your primary use case for Rapid7 InsightOps?
The usual use cases for Rapid7 InsightOps that I work with are to meet standard requirements such as PCI DSS and ISO standards, collecting data and protecting event logs. Rapid7 InsightOps plays a ...
What advice do you have for others considering Rapid7 InsightOps?
The integration capabilities of Rapid7 InsightIDR with other security or IT management tools are quite simple. To integrate with another solution, you just need that solution to push system logs in...
 

Also Known As

No data available
InsightOps, Logentries
 

Overview

 

Sample Customers

Information Not Available
Trimble Navigation Limited
Find out what your peers are saying about Grafana Loki vs. Rapid7 InsightOps and other solutions. Updated: April 2026.
893,244 professionals have used our research since 2012.