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Allstacks vs Jellyfish comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

Allstacks
Ranking in Software Development Analytics
4th
Average Rating
8.0
Reviews Sentiment
5.5
Number of Reviews
2
Ranking in other categories
Value Stream Management Software (8th)
Jellyfish
Ranking in Software Development Analytics
3rd
Average Rating
9.0
Reviews Sentiment
9.2
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Software Development Analytics category, the mindshare of Allstacks is 4.0%, up from 0.1% compared to the previous year. The mindshare of Jellyfish is 3.4%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Development Analytics Mindshare Distribution
ProductMindshare (%)
Jellyfish3.4%
Allstacks4.0%
Other92.6%
Software Development Analytics
 

Featured Reviews

Ahmed Zakarriyah - PeerSpot reviewer
Project Associate at Isuna Technologies
Data-driven forecasting has transformed sprint visibility and consistently improves delivery speed
Allstacks can be improved by transitioning from a daily data synchronization cycle. For executive-level stakeholders, a twenty-four-hour sync is perfectly fine. However, for the engineering team running active sprints, a twenty-four-hour sync is too much. The platform needs to transition to near real-time or customizable webhook-driven refreshes, so teams are not making mid-sprint adjustments based on yesterday's numbers. Allstacks tells you exactly where your pipeline is broken, but it does not do anything to fix it. Competitors such as Linear B now use workflow automation tools such as GitStream to automatically reroute idle PRs to assign reviewers or enforce team policies right inside GitHub. Moving from passive alerting to active automated workflow orchestration within the repository would turn insights into immediate actions. These are improvements that should be made.
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

"It reduces the cycle time, so my engineering team frequently achieves a thirty to thirty-five percent reduction in overall cycle times."
"Allstacks has positively impacted my organization by reducing delivery delays and improving visibility, leading to more predictable outcomes."
"In my opinion, the best features Jellyfish offers are data collection, its lightweight nature, and the wonderful Jellyfish team."
 

Cons

"I think Allstacks could improve by offering even more integration with third-party tools and perhaps adding deeper custom report capabilities."
"For the engineering team running active sprints, a twenty-four-hour sync is too much."
"Sometimes understanding the metrics is not simple."
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Questions from the Community

What needs improvement with Allstacks?
I think Allstacks could improve by offering even more integration with third-party tools and perhaps adding deeper custom report capabilities. Another improvement would be more individual contribut...
What is your primary use case for Allstacks?
My main use case for Allstacks is to track engineering performance and productivity. I use it to visualize team performance metrics and project progress. Recently, I used Allstacks to track the spr...
What advice do you have for others considering Allstacks?
I advise others looking into using Allstacks to clearly define the metrics they care about upfront since Allstacks really shines when you align it with your team's goals and workflows. I have found...
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...
 

Comparisons

 

Overview

Find out what your peers are saying about SonarSource Sàrl, Snyk, Jellyfish and others in Software Development Analytics. Updated: June 2026.
900,644 professionals have used our research since 2012.