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Anvilogic vs Panther comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 25, 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

Anvilogic
Ranking in Security Information and Event Management (SIEM)
8th
Average Rating
8.6
Reviews Sentiment
6.8
Number of Reviews
12
Ranking in other categories
AI-SOC (2nd)
Panther
Ranking in Security Information and Event Management (SIEM)
39th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
3
Ranking in other categories
AI Data Analysis (30th)
 

Mindshare comparison

As of June 2026, in the Security Information and Event Management (SIEM) category, the mindshare of Anvilogic is 0.6%, up from 0.3% compared to the previous year. The mindshare of Panther is 0.9%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Security Information and Event Management (SIEM) Mindshare Distribution
ProductMindshare (%)
Anvilogic0.6%
Panther0.9%
Other98.5%
Security Information and Event Management (SIEM)
 

Featured Reviews

reviewer2800338 - PeerSpot reviewer
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
Modern threat detection has improved coverage and reduced costs but still needs better UX and flexibility
There is room for growth in the product platform; our detection engineers using Anvilogic every day encounter some frustrating UX experience issues where buttons are not logically placed, and workflows are not working as expected. There is also room for growth in integrating the platform with third parties, as we have encountered limitations in what can be executed via API and what is documented. We are a heavy automation integration team, so having this well documented is important for us. The enterprise capabilities within the platform also seem somewhat limited, as we run into limitations in managing detections at scale and making changes to those detections at scale. Especially at an enterprise level, if we need to add enrichment logic to every single detection deployed, it can be quite onerous; we had to develop custom scripts to manage that. Thus, enhancing enterprise-type features for managing the platform at scale rather than clicking through the GUI is important as we continue to grow. Additionally, the AI capabilities have been somewhat unstable and unintuitive to use, which is key for increasing adoption. One other thing is that the detection logic builder today is somewhat limited in flexibility regarding implementing detections, grouping detections together, and handling alerts when they fire. This might be partly due to our need to adjust to a different platform, but flexibility is key for any enterprise platform to meet our unique business requirements. Having the capability to build custom detection logic not tied to a specific structure would be helpful; although a lot can be done, it often requires working with our account team which is time-consuming and less intuitive.
Narendran Nair - PeerSpot reviewer
Product Security Engineer at Infoblox
AI triage has streamlined real-time alert monitoring and has improved on-call incident response
The best features Panther offers are AI Triage, the ability to comment on our activities, and seamless integration with other communication sources such as PagerDuty, Microsoft Teams, and potentially Slack, showcasing the flexibility we have in using this tool. The most valuable feature for my team is definitely AI Triage, which helps save a lot of time by eliminating the need for manual research regarding patterns that may be repeated, making our work easier and more efficient. Panther has positively impacted my organization as it serves as one of the main sources for triaging real-time incidents. Panther definitely plays a key role in the work that we do. Specific outcomes that show how Panther has helped our organization include saving a lot of time, especially since the AI Triage feature reduces the necessity to reach out to others for clarity, which it occasionally accomplishes on its own. To be honest, it does lack some aspects. For example, if it could access our organizational knowledge, including the Jira database, it might better analyze incidents and determine whether they are false positives or not by using more contextual data.

Quotes from Members

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

Pros

"Anvilogic has positively impacted my organization by helping with both known and unknown threats already present in the current threat landscape, detecting SIEM tools such as Splunk, Microsoft Sentinel, Snowflake, and Databricks, optimizing those tools, and strengthening my organization in the cybersecurity realm."
"The deployment was very simple."
"One of the best things about Anvilogic is the partnership, their knowledge, the depth of technical understanding, and the speed at which they respond."
"Anvilogic plus Snowflake has vastly improved our total cost of ownership for the SIM platform; we went from a pretty expensive platform in Splunk that was not vertically scalable due to budget limitations to a platform now that is far more efficient per terabyte of data ingested and processed per day."
"Among those features, the one that has made the biggest difference for our team is the AI capability; we have seen a significant shift in our SOC operations."
"They teach you and give you insights every morning or every week, saying, 'Hey, this is not working, so what do you want. You're getting one or two of these alerts per day. Do you want to squash them from error to warning?' They're always giving you tips on how to improve the efficiency of the system itself."
"I view Anvilogic as an easy button for detection engineering—you're talking about replacing multiple headcount and a lot of process and oversight with the technology."
"By using this detection engineering platform, we can manage the entire detection engineering lifecycle, making it simple to show executives our progress, where we started, where we currently are, and what remains to be done."
"I find Panther's detection capabilities and integrations to be highly valuable."
"We have seen a return on investment measured primarily through SOC efficiency and productivity improvements, with teams observing a twenty to thirty-five percent improvement in investigation efficiency depending on the environment and product maturity."
"The AI Triage feature saves a considerable amount of time, and if it were to incorporate organizational knowledge, it could provide finer-tuned results."
 

Cons

"However, after a year, I noticed limitations, especially concerning issue resolution timeframes."
"I chose a nine because, while Anvilogic is excellent, there is room for improvement in terms of the false-positive reports that have been presented and the AI pattern that can be improved."
"Anvilogic could be better in areas of the triage dashboard as they're beholden to Splunk's functionality."
"Currently, there is a limitation of 100 inputs in Anvilogic integrations, which is less than our needs, making it a challenge to fit all our inputs."
"Anvilogic can be improved further by maturing certain intelligence aspects outside of articles. This is an aspect that lacks in most SIEM and secure analytics tools, but personally the framework or "barebone" is in Anvilogic, it just needs further maturing."
"That's challenging because we're not in production and there's not necessarily a deep bench of companies with previous experience."
"The pricing is slightly edging towards being a bit much for smaller organizations."
"The hunting insight needs integrable capability with different platforms to gather all of that insight and show it on a single canvas on Anvilogic. That is the only feature that could improve the way we do operations."
"Regarding Panther's accuracy and reliability of output, I would rate it at 70 percent since, at times, it identifies findings as valid when they may actually be false positives, which we have experienced in a few cases."
"The solution could be improved by providing more built-in integrations, which would reduce the need for me to build them myself."
 

Pricing and Cost Advice

"We were an early adopter, so the pricing was definitely good. Because they do not completely replace a SIEM, their pricing is slowly edging towards being a little too much for a smaller organization like ours. It is almost on the border."
"Anvilogic's pricing has been highly competitive."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Manufacturing Company
9%
Computer Software Company
8%
Outsourcing Company
8%
Manufacturing Company
15%
Construction Company
14%
Financial Services Firm
8%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise12
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Anvilogic?
I am from the technical department, so I do not have details about pricing, setup cost, or licensing, as that was handled by my management team.
What needs improvement with Anvilogic?
I chose a nine because, while Anvilogic is excellent, there is room for improvement in terms of the false-positive reports that have been presented and the AI pattern that can be improved.
What is your primary use case for Anvilogic?
Anvilogic serves as my cybersecurity company's platform that provides detection, SIEM support, and SOC investigation, along with the implemented MITRE ATT&CK framework. A specific example of ho...
What is your experience regarding pricing and costs for Panther?
I am not aware of the pricing, setup cost, and licensing details, as I handle the usage of Panther and not the setup process.
What needs improvement with Panther?
Panther could be improved by adding a feature that allows it to access organizational data, which would help produce better-tuned outputs with fewer false positives and alerts, making our jobs easi...
What is your primary use case for Panther?
My main use case for Panther is real-time monitoring of alerts, where we triage incidents that occur for our on-call duties. Panther is one of the major sources from which we receive alerts in real...
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
Docker, Loom, Discord, Dropbox, HubSpot, Asana, GoFundMe, Zapier, Benchling, JupiterOne, Jumio, Bitstamp, Intercom, Randori, and Cedar
Find out what your peers are saying about Anvilogic vs. Panther and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.