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Grafana Loki vs Rapid7 InsightOps comparison

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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
13th
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 November 2026, in the Log Management category, the mindshare of Grafana Loki is 2.1%, down from 7.6% compared to the previous year. The mindshare of Rapid7 InsightOps is 0.8%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Log Management Mindshare Distribution
ProductMindshare (%)
Grafana Loki2.1%
Rapid7 InsightOps0.8%
Other97.1%
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

"There are new features like that pilot code and things like that for profiling."
"Different types of integrations with various sources are the most helpful and useful features of Grafana Loki that I found for myself."
"The tool can be used in multi-cluster environments."
"The most valuable feature of the solution is the tool's GUI. The solution's GUI is very user-friendly."
"The log collection feature is good and the solution is easily understandable. v"
"The most valuable part of Loki is the ability to filter logs by keywords and devices."
"The solution's stability has never been a problem. Stability-wise, I rate the solution a nine to ten out of ten."
"The effectiveness of filters is pivotal for optimizing the search process and extracting the specific information we need from the extensive log data."
"Easy to use and spend less time on setups/troubleshooting."
"The most valuable feature of Rapid7 InsightOps is the search functionality."
"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."
"Once you start using InsightIDR, which works hand in glove with InsightOps, you will feel like you were operating in the stone age before."
"I use it as a security incident and event management system, and it has the ability to alert and track logs from different sources."
"Integration of InsightOps with other tools, especially SIEM solutions, has generally improved operational efficiency."
"We can save logs as plain text."
"The ability to browse logs from multiple sources at the same time really speeds up root cause analysis."
 

Cons

"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 is a need for some change in the alerting types of the product. In short, a few changes in the alert area are needed due to minor shortcomings."
"We face some bugs when we install the latest version of Grafana Loki."
"In Grafana Loki, the creation of metrics is not so easy, making it an area that could be made easier."
"Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other open-source visualization tools like Chronograf."
"It's not intended for proprietary services, so you have to struggle with configuration a lot."
"Improvements could be made in the enablement of the product, addressing the complexity of implementing these tools."
"I do not see any areas for improvement at the moment."
"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."
"There were some difficulties in product setup, but after those issues were resolved, there were no issues."
"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."
"The solution takes a little bit of time when we load the website for the first time."
"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."
"Improvement is needed in the dashboard of InsightOps, especially for less technical users."
 

Pricing and Cost Advice

"You can use the free version of Grafana Loki on-premises."
"Grafana Loki is a free, open-source solution."
"I use the solution's open-source version. Grafana Loki is a completely free solution for me."
"I use the open-source version of the product."
"I find the licensing structure quite reasonable, as the free license effectively meets my requirements."
"Since we are using the open-source version of Grafana Loki, we are not paying anything for the solution."
"The cost is less than other paid services like CloudWatch."
"The solution is open source."
"The product is cheap."
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Top Industries

By visitors reading reviews
Comms Service Provider
13%
Financial Services Firm
12%
Computer Software Company
9%
Manufacturing Company
8%
Manufacturing Company
14%
Construction Company
11%
Comms Service Provider
11%
Outsourcing Company
10%
 

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: September 2026.
920,769 professionals have used our research since 2012.