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CAST Application Intelligence Platform vs Jellyfish comparison

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Comparison Buyer's Guide

Executive Summary

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

CAST Application Intelligen...
Ranking in Software Development Analytics
5th
Average Rating
7.0
Reviews Sentiment
8.0
Number of Reviews
4
Ranking in other categories
No ranking in other categories
Jellyfish
Ranking in Software Development Analytics
2nd
Average Rating
9.6
Reviews Sentiment
7.5
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Software Development Analytics category, the mindshare of CAST Application Intelligence Platform is 12.7%, down from 23.7% compared to the previous year. The mindshare of Jellyfish is 7.9%, up from 3.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Development Analytics Mindshare Distribution
ProductMindshare (%)
Jellyfish7.9%
CAST Application Intelligence Platform12.7%
Other79.4%
Software Development Analytics
 

Featured Reviews

Vishal-Goyal - PeerSpot reviewer
Chief Architect at Persistent Systems
Has a security dashboard that's helpful because it gives compliance checks based on some of the leading frameworks in the industry
The overall coverage of rules could be improved in the CAST Application Intelligence Platform because it does not cater to or cover all. For example, 2022 CWE coverage is still not available in the CAST Application Intelligence Platform. The solution also covers some NIST rules, but it does not cater to all rules. An additional feature I'd like to see in the next update of the CAST Application Intelligence Platform is for it to provide source code developer and contributor details, especially information on which areas of code were touched. This would be a good insight as the CAST Application Intelligence Platform looks into the source code.
Denison Chimp - PeerSpot reviewer
Project Manager at Target
Data-driven metrics have boosted our scrum efficiency and improved cross-team visibility
In my opinion, the best features Jellyfish offers are data collection, its lightweight nature, and the wonderful Jellyfish team. When I mention data collection, Jellyfish stands out in that it can collect data from various development teams and provide analysis without intervention, helping us to make data-driven decisions easily. It is very lightweight, easy to configure, and provides accurate intelligent predictions. The Jellyfish team is wonderful, knowledgeable, and practical in resolving our queries on time. Jellyfish provides a very excellent and intuitive user interface that helps to understand where time is being spent across our organization and is integratable with other platforms and software we use daily.

Quotes from Members

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

Pros

"Our clients use CAST Highlight for cloud migration. This allows them to remove or remediate the blockers which are highlighted. This part of the solution shows improvement in quality and captures feedback for our clients."
"Hourly, daily, and monthly static code analysis before making a project live, therefore controlling the technical debt and code quality."
"It supports most programming languages."
"The most valuable feature of the CAST Application Intelligence Platform is its security dashboard which is a dedicated dashboard that's pretty helpful because it gives compliance checks based on some of the leading frameworks in the industry, such as ISO 5055, OWASP, CWE Top 25, and NIST security guidelines. I find the security dashboard of the solution and the information it provides pretty useful. The security dashboard of the CAST Application Intelligence Platform is a feature that stands out."
"We've seen ROI from CAST Application Intelligence Platform because we've been able to leverage it for doing multiple customer engagements and we've been able to win more business for our organization by leveraging the product."
"CAST's risk and security flow detection capabilities are highly effective, particularly in identifying security vulnerabilities. It is one of the most important and valuable features of the platform."
"Used for controlling the technical debt and code quality."
"In my opinion, the best features Jellyfish offers are data collection, its lightweight nature, and the wonderful Jellyfish team."
"Jellyfish provides visibility into our information in a way we could not get anywhere else, as it shows where developers are actually spending their time, not just where they plan to spend it."
"The intuitive interface and the actionable insights help my team to identify bottlenecks and improve performance, and it also makes it very easy to use, even for non-technical users."
 

Cons

"It has very few plugins to access different code repositories, so source code has to be fed."
"The overall coverage of rules could be improved in the CAST Application Intelligence Platform because it does not cater to or cover all."
"Areas for improvement in CAST AIP include enhancing support for implementation in complex environments and improving technical support to address organizational challenges alongside engineering issues."
"Implementation could be made more simpler as it is complex."
"The integration of this solution could be improved."
"The overall coverage of rules could be improved in the CAST Application Intelligence Platform because it does not cater to or cover all. For example, 2022 CWE coverage is still not available in the CAST Application Intelligence Platform. The solution also covers some NIST rules, but it does not cater to all rules. An additional feature I'd like to see in the next update of the CAST Application Intelligence Platform is for it to provide source code developer and contributor details, especially information on which areas of code were touched. This would be a good insight as the CAST Application Intelligence Platform looks into the source code."
"Sometimes understanding the metrics is not simple."
"The biggest issue I have with Jellyfish is how it attributes work done by engineers as AI-assisted work."
"I find the custom dashboarding challenging, although I acknowledge that the team is moving in the right direction."
 

Pricing and Cost Advice

"I do know how the CAST Application Intelligence Platform is licensed, but I'm not able to give the cost because the price is not listed. My company works with individual vendors, so pricing is on a case-to-case basis, but the vendors give specialized pricing because of the enterprise deployment, though my team is aware of product pricing based on lines of code, based on the number of applications, etc., I'm unable to give the exact licensing costs of the CAST Application Intelligence Platform. My company doesn't have to pay extra for some features or services because all are included as part of the enterprise license. On a scale of one to five, with five being very cheap and one being very expensive, I would rate the CAST Application Intelligence Platform as three out of five."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Outsourcing Company
16%
Construction Company
10%
Government
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business1
Large Enterprise6
 

Questions from the Community

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What needs improvement with Jellyfish?
To improve Jellyfish, I suggest adding the view on the return on investment, making it easy to identify waste within our processes. It is a great way to see engineering overall results and measure....
What is your primary use case for Jellyfish?
My main use case for Jellyfish is that it has helped us save several hours of work each month for leaders. It incorporates detailed metrics that give us an idea about how the scrums can be improved...
What advice do you have for others considering Jellyfish?
My advice to others looking into using Jellyfish is that I really recommend using it. If this is something your company is looking for, definitely give it a try. The Jellyfish team is also very res...
 

Also Known As

CAST AIP
No data available
 

Overview

 

Sample Customers

Steria, T-Systems MMS, Atos Origin, Accenture, Capgemini
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Find out what your peers are saying about CAST Application Intelligence Platform vs. Jellyfish and other solutions. Updated: October 2026.
920,223 professionals have used our research since 2012.