Cribl vs ServiceNow Cloud Observability comparison

Cribl and ServiceNow are both solutions in the Application Performance Monitoring (APM) and Observability category. Cribl is ranked #6 with an average rating of 8.5, while ServiceNow is ranked #64. Cribl holds a 1.2% mindshare in APM, compared to ServiceNow’s 0.7% mindshare. Additionally, 98% of Cribl users are willing to recommend the solution, compared to 100% of ServiceNow users who would recommend it.

Cribl

Read 65 Cribl reviews

24,576 Views
7,864 Comparison Views

98% willing to recommend

ServiceNow Cloud Observability

Read 5 ServiceNow Cloud Observability reviews

2,183 Views
2,096 Comparison Views

100% willing to recommend

Cribl

ServiceNow Cloud Observability

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 29, 2026

ServiceNow Cloud Observability and Cribl are key players in IT operations and data management. While ServiceNow excels in providing unified monitoring and analytics, Cribl's focus on data flow optimization and cost reduction gives it an upper hand for organizations seeking efficient data processing.

Features: ServiceNow Cloud Observability offers extensive capabilities in monitoring and analytics, integrating seamlessly with various IT systems to provide a comprehensive view. Cribl enhances data handling efficiency with features like customizable data routing, transformation, and filtering. Cribl's data manipulation capabilities are unparalleled in flexibility and cost reduction.

Room for Improvement: ServiceNow could improve its cost structure and provide more customizable integration options. Additionally, simplifying its user interface for less experienced users would be beneficial. Cribl could enhance its initial setup process to reduce complexity and improve documentation. It would also benefit from expanding its integration ecosystem.

Ease of Deployment and Customer Service: ServiceNow Cloud Observability is known for straightforward deployment and robust customer support, ensuring minimal downtime. Cribl, while requiring more initial effort in deployment, offers flexible options catering to complex environments, and its adaptability is advantageous.

Pricing and ROI: ServiceNow typically involves higher initial costs but offers substantial ROI through its comprehensive monitoring capabilities. Cribl provides significant cost savings and ROI by optimizing data storage and processing, appealing to budget-conscious organizations.

To learn more, read our detailed Cribl vs. ServiceNow Cloud Observability Report (Updated: August 2026).

Buyer's Guide

Cribl vs. ServiceNow Cloud Observability

August 2026

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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

Cribl

Ranking in Application Performance Monitoring (APM) and Observability

6th

Average Rating

8.6

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Log Management (3rd), Security Information and Event Management (SIEM) (5th), Observability Pipeline Software (1st)

ServiceNow Cloud Observability

Ranking in Application Performance Monitoring (APM) and Observability

64th

Average Rating

7.6

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Cribl is 1.2%, up from 0.9% compared to the previous year. The mindshare of ServiceNow Cloud Observability is 0.7%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Mindshare Distribution
Product	Mindshare (%)
Cribl	1.2%
ServiceNow Cloud Observability	0.7%
Other	98.1%

Application Performance Monitoring (APM) and Observability

Featured Reviews

JigarHirani

Splunk Engineer at a recruiting/HR firm with 11-50 employees

Log pipelines have reduced daily data volume and now simplify traffic analysis

Overall, the pipelines and all the features are good with Cribl. The UI is good. Just sometimes, when I actually started using Cribl, I faced the issue where I was not able to connect the nodes. The pipeline is structured in a certain way, then the data will be routed to there, and something of that nature. I was very much confused about their whole products, such as Data Lake and pipelines. It's possible that at that time I didn't take any university courses, which is why I did not know much. But if they can give an intro on how we can connect nodes, or they can provide simple use cases showing what you can do with Cribl, it would help. If you just need to add the source and the destination and pre-build some proper workflow, then it will be easy for new customers to navigate through Cribl.

Read full review

Uday-Thentu

Project Manager at a tech vendor with 10,001+ employees

Automation has reduced incident impact and is driving proactive self‑healing across hybrid services

ServiceNow Cloud Observability's valuable features include AI agents that can be integrated and triggered with workflows for evaluating and taking the right action in both process and technical aspects. On the process side, it ensures the right approvals are triggered. From the technical aspect, it allows integration for taking relevant action without human intervention, moving towards self-healing. The main benefit of ServiceNow Cloud Observability is real-time data, which helps us move from being reactive to more proactive. By defining and fine-tuning workflows, we were able to implement timely notification and auto-action or auto-remediations. At the same time, if anything involves additional cost or requires intervention, it helps trigger approval notifications, and once approval is received, it timely takes the action. The AI agents help define and fine-tune those workflows further.

Read full review

Quotes from Members

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

Pros

"The Stream product benefits us as it gives us the ability to reduce and streamline the logs that we have getting into our SIEM."

"Cribl intelligently formats syslogs, extracting the data and reducing their size by almost 30 to 40 percent in my experience, stripping out null values and discarding what is not required so only what is needed is presented."

"Cribl brings two main improvements to our organization. The first improvement is cost saving, as we can save a lot of cost by reducing the data. The second important improvement is the data quality, which is also one of the most critical aspects because it filters the data and makes it whatever we want to see."

"Cribl offers other valuable features. For instance, you can replay data from an edge device, store your daily data in a stream, and replay specific event data into Splunk if a security incident occurs"

"What I appreciate the most about Cribl is the free training, the free access to all the training, and how easy it is to learn it."

"Cribl is a Ferrari for data analytics and monitoring, but you don't hand over the power or weaponize that tool for someone who doesn't know how to use it."

"Cribl's interface is user-friendly and easy to learn, making it simple to teach new users how to use it."

"The feature I appreciate most about Cribl is the interface and how you're able to interact with the data, see the data both live on the ingest side as well as on the side where it goes out to the destination, which is a feature that was lacking in the previous solution I was using."

More Cribl pros

"The main benefit of ServiceNow Cloud Observability is real-time data, which helps us move from being reactive to more proactive."

"To a certain extent, it is possible to save on the costs of the product."

"The UI is very intuitive."

"The solution Lightstep/ServiceNow has a couple of pretty advanced functionalities to help us investigate a deviation and help the development teams have better observability in the environment using distributed and complex services."

"The ability to create a stream based on different parameters, operation name, service name, URL, tags, and URI part, is one valuable feature."

Cons

"Cribl doesn't have as many packs available"

"There is no alerting mechanism for the leader/worker nodes status."

"The speed was fast. The quality, however, there wasn't a solution just because I think it was a bug and it was never fixed as far as I know."

"Something that Cribl could do better is processing time. There is not enough customization to improve performance."

"It is very difficult to learn as a beginner."

"The current engineer certification is quite rigorous and not easy to pass."

"What I dislike about Cribl are the documentation gaps and the setup complexity."

"From my perspective of the stability and reliability of the solution, there have been times where certain releases have bugs inside of them that we have to work around in order to make the solution work as intended."

More Cribl cons

"The dashboard and graphics must be improved."

"The cost could be reduced or lightweight agents and lightweight modules could be introduced, which would make it much easier to implement."

"In terms of licensing, users would want the product to offer them the ability to tailor the tasks offered in the solution to suit their needs."

"The design of this solution is not very intuitive and probably could come with more friendly tips for beginners."

"The support team could be better. Because of the different versions of different tactics of integrating reactive code base, the documentation is not very clear if someone has to be onboard. I would rate the documentation of Lightstep a five out of ten. It could need improvement."

Pricing and Cost Advice

"I would not say it is a cheaply priced tool as it has been doing wonders in the market. The tool has been budget-friendly for organizations."

"The product pricing is reasonable compared to other solutions."

"The product is expensive. I rate the tool's pricing model an eight out of ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

19%

Manufacturing Company

12%

Healthcare Company

Government

Financial Services Firm

11%

Construction Company

11%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	50
Midsize Enterprise	8
Large Enterprise	35

No data available

Questions from the Community

What is your experience regarding pricing and costs for Cribl?

I find the pricing of Cribl to be cost-efficient because it has helped us save costs for data storage by removing unwanted logs.

See all answers

What needs improvement with Cribl?

One improvement Cribl could work on is Cribl's Git integration. If I want to integrate my private repository, I can do this, but there is a specific format required in Git. If I commit something to...

See all answers

What is your primary use case for Cribl?

We started using Cribl one year ago for data optimization. Currently, we are using Cribl for its one terabyte ingestion that is free, which is one significant advantage. We are using it for that pu...

See all answers

What needs improvement with LightStep?

The cost could be reduced or lightweight agents and lightweight modules could be introduced, which would make it much easier to implement.

See all answers

What is your primary use case for LightStep?

ServiceNow Cloud Observability's main use case is end-to-end automation starting from the trigger in the cloud. Currently, it focuses more on self-healing and understanding the complete uptime of e...

See all answers

What advice do you have for others considering LightStep?

Regarding security, I unfortunately do not have much hands-on experience. My focus has been majorly on self-healing activities, but given what I have observed, it does provide a good opportunity in...

See all answers

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Product Reports

Buyer's Guide

Cribl

August 2026

Download Cribl product report

Buyer's Guide

ServiceNow Cloud Observability

July 2026

Download ServiceNow Cloud Observability product report

Also Known As

No data available

LightStep

Overview

Cribl offers advanced data transformation and routing with features such as data reduction, plugin configurations, and log collection within a user-friendly framework supporting various deployments, significantly reducing data volumes and costs.

Cribl is designed to streamline data management, offering real-time data transformation and efficient log management. It supports seamless SIEM migration, enabling organizations to optimize costs associated with platforms like Splunk through data trimming. The capability to handle multiple data destinations and compression eases log control. With flexibility across on-prem, cloud, or hybrid environments, Cribl provides an adaptable interface that facilitates quick data model replication. While it significantly reduces data volumes, enhancing overall efficiency, there are areas for improvement, including compatibility with legacy systems and integration with enterprise products. Organizations can enhance their operational capabilities through certification opportunities and explore added functionalities tailored towards specific industry needs.

What are Cribl's most important features?

Data Transformation: Real-time data routing and transformation for improved efficiency.
Data Reduction: Reduces data volumes, lowering storage and licensing costs.
Routing and Masking: Offers powerful data masking and easy plugin configurations.
Log Collection: Simplifies the log collection process across different environments.
Deployment Flexibility: Supports on-prem, cloud, or hybrid deployments.
Seamless Integration: Facilitates easy migration to SIEMs and various data destinations.

What benefits or ROI should users look for?

Cost Savings: Reduces licensing costs by trimming unnecessary data.
Enhanced Efficiency: Improves data handling through seamless integration and transformation.
Operational Flexibility: Provides multiple deployment options to suit organizational preferences.
Data Management: Enhances user control over logs with advanced data reduction and compression.
Certification Opportunities: Offers users chances to enhance skills and operational capabilities.

Cribl sees extensive use in industries prioritizing efficient data management and cost optimization. Organizations leverage its capabilities to connect between different data sources, including cloud environments, improving both data handling and storage efficiency. Its customization options appeal to firms needing specific industry compliance and operational enhancements.

Cribl

ServiceNow Cloud Observability offers advanced monitoring and alerting capabilities, leveraging AI-driven automation and seamless integrations to enhance visibility and performance in hybrid environments.

ServiceNow Cloud Observability empowers teams with real-time metrics and tracing capabilities, essential for managing numerous microservices across hybrid environments. It integrates seamlessly with popular tools like Grafana, offering a single-pane view of application health and performance. This solution supports self-healing and AI automation, reducing manual interventions and enhancing reliability. Although powerful, users see room for improvement in SDK integration, documentation clarity, and dashboard design, while performance issues are noted when handling a large volume of traces.

What are the most important features of ServiceNow Cloud Observability?

Stream Creation: Enables dashboards via Grafana, enhancing data visualization.
Intuitive Notebooks: Facilitates sharing insights and collaboration.
AI Automation: Supports proactive workflows for better efficiency.
Performance Analytics: Provides comprehensive insights for decision-making.
Latency Monitoring: Ensures quick detection and response to issues.
Error Rate Monitoring: Identifies and addresses potential problems.
Correlation Detection: Enhances problem-solving through detailed analysis.
Self-Healing: Reduces manual interventions and improves service reliability.

What benefits or ROI should be considered in reviews?

Real-Time Visibility: Empowers comprehensive monitoring across microservices.
Seamless Integrations: Supports various tools like Grafana for enhanced functionality.
AI-Driven Reliability: Offers automation and self-healing for reduced downtime.
Performance Insights: Enhances strategic decision-making through detailed analytics.

ServiceNow Cloud Observability is crucial for industries relying on extensive microservices and hybrid environments. Its real-time metrics and tracing are vital for sectors like finance, technology, and telecommunications, where seamless operations and immediate responsiveness are critical.

ServiceNow

Sample Customers

Information Not Available

InVision, Twilio, Lyft, Yext, DigitalOcean,

Buyer's Guide

Cribl vs. ServiceNow Cloud Observability

August 2026

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