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  3. Jellyfish Platform
Logo of Jellyfish Platform

Jellyfish Platform

byJellyfish
in Developer Productivity Insight Platforms
4.6

Overview

Product Information on Jellyfish Platform

Updated 16th June 2026

What is Jellyfish Platform?

Jellyfish is the intelligence platform for AI-Integrated engineering, helping more than 1,000 companies leverage AI to transform how they build software. By combining an extensive engineering dataset with context-rich intelligence, Jellyfish helps R&D organizations understand what’s driving impact, adopt proven industry best practices, and make smarter decisions across AI adoption, planning, delivery, and engineering performance.

Jellyfish Platform Pricing

Jellyfish Platform software typically offers a subscription-based pricing model, with costs determined by factors such as the number of users, level of usage, and available features. Pricing tiers may vary depending on specific business requirements, including integrations and data volumes. Custom quotes are often provided for organizations seeking tailored configurations of the software.

Overall experience with Jellyfish Platform

Principal Product Manager
<50M USD, Software
FAVORABLE

“Comprehensive automation streamlines tracking but navigation can be overwhelming”

5.0
Jun 17, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.
Director
50M - 250M USD, Finance (non-banking)
CRITICAL

“Initial focus on activity numbers undermined trust and leadership values”

3.0
Jun 10, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.

About Company

Company Description

Updated 25th November 2024

Jellyfish enables engineering, finance and business leaders to align engineering output with strategic business objectives. With Jellyfish, businesses can measure, improve and communicate the investment in and effectiveness of their engineering organizations' efforts with solutions aimed at improving developer experience, simplifying software capitalization and understanding the impact of GenAI coding tools. Over 20,000 engineering teams use Jellyfish to optimize engineering resource allocation so their teams can focus on what matters most to the business.

Company Details

Updated 26th February 2025
Company type
Private
Year Founded
2016
Head office location
Boston, MA, United States
Number of employees
201 - 500
Website
http://www.jellyfish.co

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

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Peer Discussions

Jellyfish Platform Reviews and Ratings

4.6

(76 Ratings)

Rating Distribution

5 Star
64%
4 Star
32%
3 Star
4%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?
  • Director
    50M-1B USD
    Finance (non-banking)
    Review Source

    Initial focus on activity numbers undermined trust and leadership values

    3.0
    Jun 10, 2026
    When we first adopted Jellyfish, we unintentionally fell into an anti-patten of micromanagement driven by the metrics it surfaced. Instead of using the data to ask better questions and understand context, we started over-rotating on activity-level numbers and dashboards This shifted conversations away from performance management as "understanding the why and coaching people" and toward inspecting every fluctuation in a chart. As a result, trust eroded and we temporarily lost sight of what good engineering leadership looks like: judgement, context, and dialogue rather than surveillance. We've since course-corrected but it took deliberate effort to unwind those behaviours.
  • Director
    50M-1B USD
    Finance (non-banking)
    Review Source

    Initial focus on activity numbers undermined trust and leadership values

    3.0
    Jun 10, 2026
    When we first adopted Jellyfish, we unintentionally fell into an anti-patten of micromanagement driven by the metrics it surfaced. Instead of using the data to ask better questions and understand context, we started over-rotating on activity-level numbers and dashboards This shifted conversations away from performance management as "understanding the why and coaching people" and toward inspecting every fluctuation in a chart. As a result, trust eroded and we temporarily lost sight of what good engineering leadership looks like: judgement, context, and dialogue rather than surveillance. We've since course-corrected but it took deliberate effort to unwind those behaviours.
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Reviewer Insights for: Jellyfish Platform
Deciding Factors: Jellyfish Platform Vs. Market Average
Performance of Jellyfish Platform Across Market Features

Jellyfish Platform Likes & Dislikes

Like

Automation is great with this software. It really simplifies tracking in Jira and other systems that are interconnected with it so that performance can be easily understood and maintained. I really like how they are adopting AI and continuously updating their platforms to be the latest and greatest. It also translates complex technical metrics into actionable business value and even offers me dashboards so I can have a birds-eye view.

Like

Automation is great with this software. It really simplifies tracking in Jira and other systems that are interconnected with it so that performance can be easily understood and maintained. I really like how they are adopting AI and continuously updating their platforms to be the latest and greatest. It also translates complex technical metrics into actionable business value and even offers me dashboards so I can have a birds-eye view.

Like

Automation is great with this software. It really simplifies tracking in Jira and other systems that are interconnected with it so that performance can be easily understood and maintained. I really like how they are adopting AI and continuously updating their platforms to be the latest and greatest. It also translates complex technical metrics into actionable business value and even offers me dashboards so I can have a birds-eye view.

Dislike

Like I mentioned above, it's too easy for Jellyfish to nudge an org toward micromanagement and stack-ranking, especially if you don't consciously guard against that. We found ourselves paying attention to the wrong things: ticket counts, activity graphs, comparison rankings at the expense of understanding actual outcomes, collaboration, and context

Dislike

Like I mentioned above, it's too easy for Jellyfish to nudge an org toward micromanagement and stack-ranking, especially if you don't consciously guard against that. We found ourselves paying attention to the wrong things: ticket counts, activity graphs, comparison rankings at the expense of understanding actual outcomes, collaboration, and context

Dislike

Like I mentioned above, it's too easy for Jellyfish to nudge an org toward micromanagement and stack-ranking, especially if you don't consciously guard against that. We found ourselves paying attention to the wrong things: ticket counts, activity graphs, comparison rankings at the expense of understanding actual outcomes, collaboration, and context