Jellyfish Reviews, Ratings & Features 2026 | Gartner Peer Insights

Gartner defines developer productivity insight platforms as solutions that provide software engineering leaders with both quantitative and quantitative visibility into the engineering team’s use of time and resources, operational effectiveness, and progress on value delivery. This enables software engineering leaders and their teams to find and remove productivity blockers, making teams more effective and efficient. Developer productivity insight platforms ingest and analyze large volumes of data generated by common engineering tools and systems. They provide rich, tailored and role-specific user experiences to help leaders more easily identify constraints, spot important trends and gain contextual insights.

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Developer Productivity Insight Platforms

Jellyfish Platform

Jellyfish

Principal Product Manager

Jellyfish is a great platform to use in order to track work and progress toward completion. I link it to Jira so that I can see a birds-eye view of all my team's work. It eliminates the need for manual time tracking by pulling data from Jira and other places like GitHub. It provides us with an understanding toward delivery forecasting, sprint performance. All you have to do is simply plug-and-play data from systems and you're good to go. 

50M - 250M USD

<50M USD

500M - 1B USD

1B - 3B USD

250M - 500M USD

3B - 10B USD

10B - 30B USD

30B + USD

Gov't/PS/ED <5,000 Employees

Director

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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Multitudes

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. 

Jellyfish is a new kind of marketing performance company for the platform world, where success demands a creative, multi-platform mindset. We help brands thrive, by navigating, connecting, and harnessing the platforms that drive growth. 

We√¢‚Ç¨‚Ñ¢re more than the same logo over every door. Our unique global structure combines platform understanding with tech, media, creativity, and data expertise. We make amazing things happen at the pace the platforms demand.

We√¢‚Ç¨‚Ñ¢re proud to help shape the future of some of the world√¢‚Ç¨‚Ñ¢s best brands - from ecommerce and CPG, to entertainment and gaming. 

Our unique, decade-long, multi-region Google partnership delivers across GMP, Cloud, and Training. We√¢‚Ç¨‚Ñ¢re a Salesforce Consulting Partner, and one of the industry√¢‚Ç¨‚Ñ¢s most extensively certified teams across Amazon. We can help you unlock your full potential across Meta technologies across the globe. Including training, creative, paid social, and analytics

We know how important it is to find, develop, and deploy the best digital talent. So we√¢‚Ç¨‚Ñ¢re equally passionate about giving our talent a platform to perform, which everyone can shape and make their own as they progress. From nurturing diverse new talent within our Jellyfish Academy, to investing in proprietary technology that can cast and connect the best teams, globally and seamlessly. If you want to find out more about our latest career opportunities - wherever you are in the world - do get in touch.

Jellyfish is a new kind of marketing performance company for the platform world, where success demands a creative, multi-platform mindset. We help brands thrive, by navigating, connecting, and harnessing the platforms that drive growth. 

We’re more than the same logo over every door. Our unique global structure combines platform understanding with tech, media, creativity, and data expertise. We make amazing things happen at the pace the platforms demand.

We’re proud to help shape the future of some of the world’s best brands - from ecommerce and CPG, to entertainment and gaming. 

Our unique, decade-long, multi-region Google partnership delivers across GMP, Cloud, and Training. We’re a Salesforce Consulting Partner, and one of the industry’s most extensively certified teams across Amazon. We can help you unlock your full potential across Meta technologies across the globe. Including training, creative, paid social, and analytics

We know how important it is to find, develop, and deploy the best digital talent. So we’re equally passionate about giving our talent a platform to perform, which everyone can shape and make their own as they progress. From nurturing diverse new talent within our Jellyfish Academy, to investing in proprietary technology that can cast and connect the best teams, globally and seamlessly. If you want to find out more about our latest career opportunities - wherever you are in the world - do get in touch.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Comprehensive automation streamlines tracking but navigation can be overwhelming

Critical Review

Initial focus on activity numbers undermined trust and leadership values

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