No more typing reviews! Try our Samantha, our new voice AI agent.

Cribl vs Portkey comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

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
5th
Average Rating
8.6
Reviews Sentiment
6.8
Number of Reviews
64
Ranking in other categories
Log Management (3rd), Security Information and Event Management (SIEM) (6th), Observability Pipeline Software (1st)
Portkey
Ranking in Application Performance Monitoring (APM) and Observability
51st
Average Rating
8.6
Reviews Sentiment
6.5
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Cribl is 1.2%, up from 0.8% compared to the previous year. The mindshare of Portkey is 0.3%, up from 0.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Cribl1.2%
Portkey0.3%
Other98.5%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Aman Verma - PeerSpot reviewer
Senior Software Engineer at a retailer with 1,001-5,000 employees
Has helped reduce daily log volume significantly and streamline data routing across multiple destinations
Regarding complexity, as I mentioned before, Cribl is very simple to use. When I started 2.5 years ago, it was very easy to learn. I learned Cribl within a week, and even though I was a fresher at the time, it was easy to understand and not complex enough that someone would need to spend money on labs. It's not that complex to learn. Regarding cost efficiency, it's very good because nowadays the SIEM tools we use are too expensive on license, and SIEM tools base their license on how many logs get ingested. The unwanted logs, particularly firewall logs, represent a significant portion of unnecessary ingestion. Cribl saves our license by filtering out half of the firewall logs that are unwanted. Our main purpose for using Cribl is to save our license and save money. Currently, everyone is moving toward AI agents. We currently use regex, and AI agents could help us create those regex patterns to drop events or add raw data to events. Currently, we sit down, review the logs, and create regex patterns manually, which can be time-consuming. An AI agent could reduce this time. I read some articles indicating that Cribl Cloud has started using AI and considering MCPs and model context, but I'm not certain how far along they are. If Cribl asked me what they could improve, that would be my suggestion. The support is very good, and I had a few issues with Cribl where I raised support cases and received good responses, which is better than the quick response I didn't get from other SIEM tools and vendor tools I use. Compared to other SIEM tools, Cribl is cheaper than Splunk and DataDogs. However, it's still a bit expensive from my point of view, though I won't call it expensive. Overall, I think 99% of companies use Cribl before their SIEM tools, and compared to SIEM tools, Cribl is cheaper. Companies can use any SIEM tool such as Google, Splunk, or Cisco, and Cribl is cheaper than those SIEM tools. They might have a slight chance to reduce costs further, but I'm not the correct person to evaluate that since I'm more focused on the operational side. Regarding training, it was quite easy to grasp. It took me almost a week to understand the basic functionalities and what Cribl does. Getting more expertise took additional time, but basic functionalities and understanding what Cribl does took around four to five days. One point I want to mention is that Cribl could improve their labs or training materials in their Cribl Cloud or whatever portal they have.
Singh Aman - PeerSpot reviewer
Generative AI Engineer at Tata Consultancy
Unified ai gateway has standardized observability and routing for multiple llm applications
The most valuable features are the unified AI gateway, observability, price calculations, routing controls, and guardrails. The universal API makes it easier to switch between and compare models without rewriting large parts of the application. For the organization, Portkey was providing two endpoints, one for the US and another for Europe, which was easily manageable. Some models were supported for the US, some not, some for the EU, and some for both. Switching between providers is very easy with Portkey. The fallback and retry capabilities are also useful because production LLM applications need resilience when a provider is slow, rate-limited, or temporarily unavailable. Cost and latency tracking are valuable because LLM usage can become difficult to manage across teams, but these can be easily managed through Portkey. Observability is the best feature because at the production grid application, the focus is usually on observability, such as how the end user is using it, what the latency is, how many errors occurred within time frames, which models were used, and how many tokens were consumed. These aspects are easy to manage in Portkey. Portkey has significantly improved the organization by streamlining the AI processes being followed. Portkey improves the workflow for centralizing LLM operations instead of every application team building its own logging, routing, fallback, and cost tracking logic. Portkey provides a shared layer for these capabilities so it can be synced between all teams. It helps reduce engineering efforts when experimenting with different providers and models. It also improves visibility into production behavior because request volumes, latency, cost, errors, and model usage can be seen in one place. For teams building multiple GenAI applications, the biggest improvement is standardization. Portkey makes it easier to enforce common practices across observability, reliability, and governance.

Quotes from Members

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

Pros

"The product's most valuable features include the internal management of events, coding perspective, data processing, and serialization."
"We reduce cost by using Cribl to control what data we need to be sent over to the SIEM, and we were able to use their functionality, specifically aggregation and also some of the drop functions within Cribl to cut down this noise, send a full copy of the data to S3 or a different data lake, and then send the reduced log over to the SIEM."
"Cribl is specifically designed to reduce the data costs associated with the destination platform, which is one of its core offerings."
"The features of Cribl that I appreciate the most are the ability for in-place searching for our logs, so we don't have to move our logs outside of our cloud, which gives us privacy and compliance requirements."
"Cribl is one of the best data pipelining platforms, and with all the features that have been upgraded over the past three years, it has been seamless."
"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 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"
"Cribl's ability to contain data cost and complexity is actually very good."
"Portkey has significantly improved the organization by streamlining the AI processes being followed."
"Portkey definitely provides a solid alternative solution for the agent and large model hosting platforms, and it is very helpful for us to explore the possibilities across the industry rather than staying with a few mainstream options."
 

Cons

"Improvement could be made in the logging area, as sometimes we encounter issues in a pipeline or something, and it's not immediately obvious when you look at the logs that the pipeline is failing."
"There is room for improvement in Cribl, as managing data from around forty thousand servers can become complex."
"The reason I would not give it a ten is mainly due to the learning curve and initial complexity, especially for new users."
"To develop user skills in Cribl, it needs to improve some certifications, as the ones I have taken are not entirely helpful in the main projects for the clients."
"I do not think that if the pricing is on the higher side, it could be suitable for all types of users, such as small or medium ones."
"Currently, we sit down, review the logs, and create regex patterns manually, which can be time-consuming."
"It's very difficult to aggregate low-volume logs because the worker processes don't share state."
"When I started using Cribl interface for managing log processing tasks, it was difficult for me to navigate because it took me a month or two to gain fluency with the software since I did not have hands-on experience initially, and I found that the documentation is not thorough enough to help users navigate how to use Cribl."
"The main area for improvement is onboarding and trial experience."
"One major problem I see with Portkey is that when I had not yet started any trial, it started to denote that I had exceeded the prompt limit."
 

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."
Information not available
report
Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
900,838 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
11%
Healthcare Company
6%
Government
5%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business46
Midsize Enterprise8
Large Enterprise34
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.
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...
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...
What is your experience regarding pricing and costs for Portkey?
Portkey is requiring production to be $49, I guess that is US dollars per month for 100K logs. I would say it is manageable.
What needs improvement with Portkey?
One major problem I see with Portkey is that when I had not yet started any trial, it started to denote that I had exceeded the prompt limit. Users are usually expecting a trial stage with more tok...
What is your primary use case for Portkey?
Our team is searching for an alternative to LiteLLM, which is another monitoring management platform, and we found that Portkey is an alternative solution that we decided to try out. We want to con...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Cribl vs. Portkey and other solutions. Updated: June 2026.
900,838 professionals have used our research since 2012.