--- title: Jellyfish Reviews meta\_title: 'Jellyfish Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 434 reviews by the users' company size, role or industry to find out how Jellyfish works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 434 scale: '5' date\_modified: '2026-08-11' parent\_category: name: Development url: https://www.g2.com/categories/development --- # Jellyfish Reviews & Product Details Visit Website Jellyfish is the leading intelligence platform for AI-Integrated engineering, helping more than 1,000 companies including DraftKings, Keller Williams and Blue Yonder, leverage AI to transform how they build software. By combining the industry’s deepest 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. Learn more at jellyfish.co. * * * Product Website Jellyfish Seller [Jellyfish](https://www.g2.com/sellers/jellyfish-2026-07-16) Discussions [Jellyfish Community](https://www.g2.com/products/jellyfish-2025-10-22/discuss) Languages Supported English Solution Type All-in-One Overview by Nour Sadek Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 2 months [ View More Pricing Information ](https://www.g2.com/products/jellyfish-2025-10-22/pricing) ## Jellyfish Integrations (17) What do users say about integrations? Verified by Jellyfish [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Q Developer ](https://www.g2.com/products/amazon-q-developer/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Claude ](https://www.g2.com/products/claude-2025-12-11/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Claude Code ](https://www.g2.com/products/anthropic-claude-code/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Claude Code ](https://www.g2.com/products/claude-code/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") CodeRabbit ](https://www.g2.com/products/coderabbit/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Cursor ](https://www.g2.com/products/cursor/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Cursor.sh ](https://www.g2.com/products/cursor-sh/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Gemini Code Assist ](https://www.g2.com/products/gemini-code-assist/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Git ](https://www.g2.com/products/git/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitHub ](https://www.g2.com/products/github/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitHub Copilot ](https://www.g2.com/products/github-copilot/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitLab ](https://www.g2.com/products/gitlab/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Jira ](https://www.g2.com/products/jira/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Jira Service Management ](https://www.g2.com/products/jira-service-management/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Slack ](https://www.g2.com/products/slack/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Windsurf ](https://www.g2.com/products/exafunction-windsurf/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Workday Recruiting ](https://www.g2.com/products/workday-recruiting/reviews) Show More DR Deepthi R. Senior QA Engineer Enterprise (\> 1000 emp.) 5/28/2025 "Bringing Clarity and Strategy to QA with Jellyfish" 4.5/5 What do you like best about Jellyfish? What I like most about Jellyfish is how it gives real visibility into where our engineering time is going. It helps me make smarter QA decisions, spot trends in bugs or test gaps, and better plan our testing efforts. The dashboards are super helpful for retros and keeping the team aligned. It also makes it easier to show how QA is supporting bigger business goals. Overall, it helps QA feel like a more connected and strategic part of the team. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? What I don’t like about Jellyfish is that it can feel a bit too high-level for day-to-day QA work. It’s clearly built with engineering leadership in mind, so finding the specific QA insights I need sometimes takes a bit of digging and customization. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish gives visibility into where engineering effort is spent, helping align QA work with business goals. It helps us plan better, spot issues early, and show the impact of QA more clearly. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic Review from Pop Up CB C B. 1/29/2026 "Aligns Engineering with Business Priorities" 5/5 What do you like best about Jellyfish? I like that Jellyfish provides better forecasts and fewer surprises. It saves me time with its quick initial setup. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I feel the need for deeper root causes analysis could be improved in Jellyfish. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish for resource allocation analysis to see where engineering effort is spent and align it with priority, solving misalignment between engineering and business goals. It provides better forecasts and fewer surprises. Review collected by and hosted on G2.com. Show More Response from Adlana Estephanian of Jellyfish [Editedit](https://www.g2.com/survey_responses/jellyfish-review-12274446/official_response/edit) We really appreciate you sharing this. It’s great to hear Jellyfish is helping improve forecasting and alignment across teams. Thanks as well for the note on deeper root cause analysis, that feedback genuinely helps us improve. Validated ReviewerIncentivizedSource: Seller invite ![David P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "David P.") DP David P. Head of Software Engineering - Iberia Enterprise (\> 1000 emp.) 5/27/2025 "Essential tool for data-driven engineering decision making" 5/5 What do you like best about Jellyfish? Simplified setup: Implementation was surprisingly straightforward and quick Exceptional technical support: The accompaniment from Jellyfish's technical services team has been excellent throughout the entire process Advanced functionality: Particularly noteworthy is the new functionality to measure GitHub Copilot adoption and impact, which is proving crucial for our AI adoption plan Actionable insights: The data allows us to identify specific improvement opportunities and measure the impact of implemented changes Review collected by and hosted on G2.com. What do you dislike about Jellyfish? While Jellyfish provides excellent out-of-the-box dashboards and analytics, I would appreciate more flexibility to create custom operational reports on my own. Currently, most reporting customization requires going through their support team or using their standard templates. Having a more robust self-service report builder or additional customization options for operational metrics would make the platform even more powerful for organizations with specific reporting needs. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish has provided us with the deep visibility we needed into our development teams. Before implementing the tool, we were making organizational and process decisions based on subjective perceptions. Now we have objective metrics and real data to map engineering behaviors across our entire organization. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic Review from Pop Up SK Shashank K. Senior Software Developer Enterprise (\> 1000 emp.) 5/27/2025 "How Jellyfish Helped Me Improve as an Engineer" 4.5/5 What do you like best about Jellyfish? Jellyfish has truly changed the way I look at engineering performance. As the leading Engineering Management Platform, it brings together signals from Git, Jira, and other tools to provide a comprehensive view of how our engineering teams operate. What I personally love about Jellyfish is the visibility it gives — I can quickly assess not just my own performance, but also see how my teammates are doing. This fosters healthy competition and motivates me to continuously improve. The ability to align engineering work with broader business goals makes it more than just a metrics dashboard — it’s a strategic tool. From tracking delivery timelines to understanding where effort is being spent, Jellyfish helps ensure we're building the right things, efficiently and on time. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I wish there was a comparison view between 2 employees or teams. Even a simple comment for PRs like LGTM is considered a comment. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? For me personally, it helps track both individual and team performance at a glance, which not only encourages healthy competition but also gives clear insight into where I can improve. It eliminates the guesswork in planning and performance reviews, and helps us focus on what truly matters. With this clarity, I can make better decisions, stay aligned with priorities, and push toward meaningful outcomes. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic Review from Pop Up ![Goce M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Goce M.") GM Goce M. Senior R&D Program Manager Mid-Market (51-1000 emp.) 9/28/2023 "Metrics that you can rely on" 5/5 What do you like best about Jellyfish? I use Jellyfish almost daily, and it’s been an invaluable tool for integrating with Jira. It simplifies pull request tracking, issue cycle monitoring, and effort allocation across the team. The app makes it easy to understand how our team’s time is being spent, which has helped us optimize resource allocation and ensure that work is focused on the highest-priority initiatives—while also preventing team members from being overloaded or underutilized. The interface is clean and intuitive, which minimizes the learning curve and makes it easy for everyone to access the insights they need without technical hurdles. I highly recommend Jellyfish to any company looking to streamline their engineering tracking and gain deeper visibility into process bottlenecks. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? There’s very little to critique about Jellyfish. The team is consistently responsive, receptive to feedback, and committed to rolling out meaningful new features. Their customer support has also been excellent—always quick to help and genuinely invested in solving any issues. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Effort Allocation & Resource Management Jellyfish makes it easy to track how our team’s time is being spent, giving us clear visibility into where effort is going. This has significantly simplified resource management and helped ensure we’re prioritizing the right work. PR Tracking & Collaboration The platform streamlines pull request tracking by providing real-time visibility into PR status, reviewers, and merge times. This makes collaboration smoother and helps reduce delays in the development cycle. Issue Cycle Time Optimization Jellyfish quickly surfaces workflow bottlenecks, making it easy to spot inefficiencies and improve team processes. It’s been a key tool in helping us continuously refine how we work. Review collected by and hosted on G2.com. Show More 5/27/2025 Current UserValidated ReviewerSource: Organic ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Enterprise (\> 1000 emp.) 8/9/2025 "Keeps me on track and helps with daily work" 4.5/5 What do you like best about Jellyfish? As a senior software dev, I rely on two features daily: - Activity section. A few times it really saved me when I needed to remember what I was doing last week or even earlier. It's almost like having a work diary without writing one. - Interaction Chart — it's handy to see who's working on what and who could step in if someone is away. Both features together make it easier to follow what's going on without having to ask around all the time. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I wish there were more slack/email notifications or maybe a weekly summary of starred items. Also, I've noticed some teammates aren't using Jellyfish to its full potential, likely because they don't see the immediate value, so maybe more training or quick demos would help. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish mostly helps me not lose track of what's been going on. Before, I sometimes had to scroll through Slack conversations or tickets history just to remember what I worked on or who was involved. Now I can open the Activity view and see it right away, even if it was weeks ago. The Interactions also solve the problem for me - I can quickly figure out who’s working on what and who to ask if someone’s out. All these things just make catching up and staying in the loop a lot less effort. Review collected by and hosted on G2.com. Show More Response from Nour Sadek of Jellyfish [Editedit](https://www.g2.com/survey_responses/jellyfish-review-11518874/official_response/edit) Thank you for taking the time to share your feedback. Love hearing that we're making your life easier in many many ways! Current UserValidated ReviewerIncentivizedSource: Seller invite ![Alexis R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alexis R.") AR Alexis R. Software Engineering Manager Mid-Market (51-1000 emp.) 8/7/2025 "Robust Tool for Project Tracking and Efficiency" 5/5 What do you like best about Jellyfish? I appreciate how Jellyfish provides visibility into areas not always apparent in daily operations, allowing us to pinpoint actionable process improvements. The individual metrics are very useful for one-on-ones with developers, helping identify areas for improvement. I love how it integrates well with AI tools like cursor and Copilot, helping track usage statistics and throughput metrics. Jellyfish is extremely beneficial for estimating delivery times and understanding the impact of changes in project scope. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I would make navigation between Jira and Jellyfish a little smoother. Sometimes I think I'm going to click in to see an issue in Jira from Jellyfish, and there are multiple screens in between that view that I don't expect. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish improves project estimates, delivery times, and process visibility, enhances scenario planning, and identifies actionable fixes in workflows. It integrates seamlessly with Jira, tracking metrics effectively, and helps in adapting AI tools by showcasing impacts on cycle times. Review collected by and hosted on G2.com. Show More Response from Nour Sadek of Jellyfish [Editedit](https://www.g2.com/survey_responses/jellyfish-review-11508907/official_response/edit) Thank you for taking the time to write this review, Alexis! Love hearing that you are finding our AI Impact insights helpful. I will be sure forward your feedback to our product team about smoother Jira/Jellyfish navigation. Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 8/6/2025 "Great for tracking personal engineering impact!" 4/5 What do you like best about Jellyfish? Absolutely the best functionality is the ability to drill down into my stats for a given time slice. The granularity in which I can how I performed for a given week is astonishing. Love the different metrics and how they tie back to my work for the week. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I wish the was the ability to have custom groups of individuals favorited. It does not appear easy to select all the SR staff engs and then compare their metrics at once. I'd love to be able to do this so I can see where I stack up against the group. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish allows for me to have great insight into the ACTUAL work I did in a given week. It allows me to tie back that work to true impact on the engineering org. It also helps to provide metrics when I am going to bat for an engineer or for myself. Review collected by and hosted on G2.com. Show More Response from Nour Sadek of Jellyfish [Editedit](https://www.g2.com/survey_responses/jellyfish-review-11500650/official_response/edit) Thank you for sharing your honest feedback with us. Great to hear that you're benefiting from insights into work allocation. I will be sure to pass your notes to our team for further review! Current UserValidated ReviewerIncentivizedSource: Seller invite AC Andy C. Head of Technology - Customer to Customer Enterprise (\> 1000 emp.) 5/22/2025 "Actionable Insights Easier In The Right Environment!" 4.5/5 What do you like best about Jellyfish? Once all connected and configured, Jellyfish provides easy to use and interpretable insights at every level, across a wide range of metrics & facets of software delivery. We now have reliable metrics that we're using almost daily to drive actions and continuous improvement, we have dedicated support and comms from their team, and they regularly ship new updates and enhancements! Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Expect a hefty setup phase to integrate your other systems, onboard and categorise users (although JF has tools to accelerate this process), and some tweaks or inclusions to your team workflows to unlock the full feature set of Jellyfish. And just like any other metrics system, it is only as good as the data it's given, so you may need to evolve your workflows and data collected! Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Understanding how we're allocating team and engineering capacity to maximise the creation of value for our customers, and making informed decisions on forward planning using the insights and capacity planning tools! Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Ron B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ron B.") RB Ron B. VP, Tech and Business Operations Mid-Market (51-1000 emp.) 5/21/2025 "Transformed Our Engineering Resource Planning and Cross-Team Collaboration" 4.5/5 What do you like best about Jellyfish? Before Jellyfish, we struggled with three key challenges that have now been addressed: Resource visibility: We now have complete visibility into how engineering time is allocated between roadmap development versus support, and can track investments by business unit down to specific features. Strategic alignment: We can ensure our engineering investments align with business priorities and make data-backed decisions on where to increase or decrease investments to better serve customers. Cross-functional communication: Jellyfish has opened meaningful conversations with executives using engineering benchmarks that compare our performance to similar companies in our industry. This shared language ensures everyone is aligned on business priorities. The ROI has been significant - by analyzing our investments across business units in 2024, we've been able to confidently plan our 2025 budget with clear visibility into which areas need more or less investment. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? While Jellyfish has been transformative for our engineering operations, the initial learning curve was steeper than expected. The platform offers so much data and so many features that it took time to determine which metrics were most valuable for our specific business context. For example having a single engineer metrics can lead to cases where one can try and measure engineers on an individual level, for agile teams this is not the way to go. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? The resource allocation feature provides unbiased, evidence-based insights that have replaced instinct-driven decision making. We can now see exactly how teams are spending their time and what value they're delivering across different business units. What I value most is the transparency it brings - engineering is no longer a "black box" to stakeholders outside the team. This data-driven approach has become our source of truth across the organization and strengthened collaboration between engineering, product, and finance teams. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 8 months ### Average Discount 13% ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/jellyfish-2025-10-22/pricing) ## How much does Jellyfish cost? Data powered by [BetterCloud](https://www.bettercloud.com). Estimated Price ### $$k - $$k Per Year Based on data from 11 purchases. 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