Allstacks vs Jellyfish comparison

Allstacks and Jellyfish are both solutions in the Software Development Analytics category. Allstacks is ranked #7, while Jellyfish is ranked #3 with an average rating of 9.0. Allstacks holds a 3.5% mindshare in SDA, compared to Jellyfish’s 3.2% mindshare. Additionally, 100% of Jellyfish users are willing to recommend the solution.

Allstacks

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Jellyfish

Read 1 Jellyfish review

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268 Comparison Views

100% willing to recommend

Allstacks

Jellyfish

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 29, 2026

Jellyfish and Allstacks are competing products in the software analytics domain. Allstacks appears to offer a more comprehensive set of features, whereas Jellyfish is stronger in pricing and customer support.

Features: Jellyfish provides robust analytics tailored for engineering management, with a focus on workflow insights and performance metrics. Allstacks delivers deeper integration capabilities and incorporates predictive analytics for enhanced project and risk management, resulting in a more feature-rich experience desirable to many despite its higher price point.

Ease of Deployment and Customer Service: Jellyfish has a quick deployment process and responsive customer service, suitable for teams seeking rapid implementation. Allstacks has a more complex setup but offers detailed onboarding and training, allowing thorough integration into existing workflows. Jellyfish's user-friendliness provides an advantage for teams prioritizing speed.

Pricing and ROI: Jellyfish is a cost-effective solution with lower setup costs, delivering quicker ROI suitable for budget-conscious teams. Allstacks requires a larger initial investment but tends to offer significant long-term ROI due to its extensive features and analytics capabilities. Teams with flexible budgets may find Allstacks's features justify the higher costs.

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

7th

Average Rating

0.0

Number of Reviews

Ranking in other categories

Value Stream Management Software (15th)

Jellyfish

Ranking in Software Development Analytics

3rd

Average Rating

9.0

Reviews Sentiment

9.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Software Development Analytics category, the mindshare of Allstacks is 3.5%, up from 0.1% compared to the previous year. The mindshare of Jellyfish is 3.2%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Software Development Analytics Mindshare Distribution
Product	Mindshare (%)
Jellyfish	3.2%
Allstacks	3.5%
Other	93.3%

Software Development Analytics

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Denison Chimp

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.

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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....

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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...

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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...

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Product Reports

Buyer's Guide

Value Stream Management Software

April 2026

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Overview

Allstacks is a powerful tool designed for engineering analytics and outcomes forecasting, offering valuable insights into software development processes to enhance productivity and project delivery.

Allstacks provides comprehensive metrics, derived from data across engineering workflows, enabling teams to understand their development lifecycle better. Users gain actionable insights through trend analysis and predictive forecasting, which help identify potential risks and streamline operations. By leveraging data-driven decisions, Allstacks helps teams stay aligned with strategic goals while improving efficiency.

What features does Allstacks offer?

Predictive Forecasting: Anticipates project outcomes and delivery timelines.
Comprehensive Metrics: Offers visibility into the entire development lifecycle.
Risk Identification: Highlights potential risks in real time.

What benefits and ROI should users consider?

Enhanced Productivity: Streamlines team processes to focus on objectives.
Improved Delivery Accuracy: Ensures projects are completed on time and within scope.
Data-Driven Decisions: Empowers teams with actionable insights for informed decision-making.

Allstacks has been implemented across industries such as technology and software development, providing engineering teams with the tools needed to optimize their workflows. By integrating seamlessly into existing processes, it supports continuous improvement and agile practices.

Allstacks

Jellyfish provides engineering management teams with comprehensive insights, enhancing strategic decision-making through data-driven analytics.

Jellyfish empowers engineering leaders by offering a platform for tracking, managing, and optimizing the performance and operations of engineering teams. With a focus on aligning engineering outputs with business objectives, this solution leverages advanced analytics to drive efficiency. It supports informed decision-making with actionable insights, allowing managers to understand their team’s productivity and resource allocation better, thus balancing workload and fostering continuous improvement.

What are the key features of Jellyfish?

Engineering Analytics: Provides in-depth analysis of engineering activities to align them with business goals.
Resource Management: Helps allocate resources optimally for better project outcomes.
Performance Tracking: Monitors team performance effectively to enhance productivity.

What ROI and benefits can users expect from Jellyfish?

Improved Decision-Making: Data-driven insights for better strategic planning.
Enhanced Efficiency: Streamlines team operations to maximize productivity.
Alignment with Business Goals: Ensures engineering efforts directly contribute to business objectives.

Industries such as software development, financial services, and healthcare leverage Jellyfish to optimize engineering operations. It supports the creation of a transparent workflow for development teams, contributing to strategic alignment with business needs. The tool's capability to provide real-time analytics aids in identifying bottlenecks and improving delivery timelines, which is crucial in fields where timely innovation delivery is key.

Jellyfish

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