--- 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 ![Jackson G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jackson G.") JG Jackson G. Enterprise (\> 1000 emp.) 3/30/2026 "Efficient Metric Tracking with Stellar UI and Support" 4/5 What do you like best about Jellyfish? I use Jellyfish for tracking engineering metrics like sprint reviews and throughput. I appreciate the customer service, especially Andrey, who is quick to respond and help. I like the UI of the platform as well. It saves me time going through Jira and building manual views because Jellyfish consolidates and standardizes the information well. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Jellyfish is not very flexible at this time. I would like to be able to report directly from Jellyfish. I think this feature is to come with Datahub. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish consolidates and standardizes engineering metrics, eliminating the need for manual reports in Jira. It saves me time by automating sprint reviews and throughput tracking. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Ankit S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ankit S.") AS Ankit S. Senior Technical Product Manager Mid-Market (51-1000 emp.) 10/15/2025 "Jellyfish: Turning Engineering data into strategic product insights" 4/5 What do you like best about Jellyfish? Its extensive integration capabilities allow it to pull data from Jira, GitHub, Slack, and other company channels, creating a holistic overview of engineering resource utilization. This information can then be connected back to company-wide initiatives, providing valuable insights. Helps PM identifies bottleneck in the delivery across PM and engineering team. Its very intuitive and easy to use Review collected by and hosted on G2.com. What do you dislike about Jellyfish? What I find challenging about this is that, for it to be truly effective, it relies heavily on integration with other tools like Jira or GitHub. Additionally, its usefulness depends on people consistently following established processes. Without this, much of the dashboard in Jellyfish can end up being ineffective and inconclusive, which poses a significant challenge. From tool perspective it has limited customisation option, so you have to changes your process to accommodate that. Its visual feel a bit outdated and there can be better filters Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? This tool makes it much easier to connect the dots between roadmap priorities or initiatives and available engineering bandwidth. It also helps to identify bottlenecks in delivery. 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-11815336/official_response/edit) Thank you for taking the time to share your thoughts with us, Ankit! Glad you're benefitting from aligning engineering capacity to roadmap priorities - and from the ability to proactively identify bottlenecks. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Kamlesh K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamlesh K.") KK Kamlesh K. Director of Engineering Mid-Market (51-1000 emp.) 4/29/2026 "Team Pulse and Stats Make Retrospectives Clear and Actionable" 5/5 What do you like best about Jellyfish? You can look at Team Pulse, Team Summary and Individual statistics during Retrospective for what went well, didn't go well. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? AI Impact was not integrated successfully with Amazon Q. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? The biggest advantage is categorizing where the time is being spent by the developers, i.e. we have decided categories for each epic and defect. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite JV John V. Senior Staff Database Engineer Enterprise (\> 1000 emp.) 10/13/2025 "Powerful Engineering Insights with Some Setup Complexity" 5/5 What do you like best about Jellyfish? Jellyfish gives unmatched visibility into how our engineering team’s time is spent across product development, tech debt, and unplanned work. It helps connect engineering effort directly to business priorities — something that was always difficult to quantify before. I especially like the Investment Allocation and Delivery Insights dashboards, which make it easy to communicate engineering impact to leadership in a clear, data-driven way. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? While Jellyfish provides powerful insights, the initial setup and data model configuration can be a bit complex — especially when integrating multiple Jira projects or custom workflows. Some of the reports take longer to load when dealing with large repositories, and custom dashboard flexibility could be improved. However, once everything is configured properly, the value it delivers easily outweighs the setup effort. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Before using Jellyfish, it was difficult to clearly understand where our engineering time was being spent and how it aligned with company priorities. Jellyfish solves that by bringing data visibility into engineering work — showing the balance between product innovation, tech debt, and operational tasks. It helps our leadership team make data-driven decisions about resource allocation, sprint planning, and long-term roadmap investment. The platform also bridges the gap between engineering and business stakeholders by translating complex development activity into clear, measurable outcomes. Overall, it’s helping us improve delivery predictability, optimize workloads, and demonstrate engineering impact to executives. 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-11802201/official_response/edit) Thank you for the glowing review, John! Glad you're finding our platform helpful for sprint planning, long-term roadmap investments, and communicating with execs and stakeholders. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Chamika V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Chamika V.") CV Chamika V. DevOps Engineer Mid-Market (51-1000 emp.) 10/4/2023 "Jellyfish: Navigating the Depths of Data-Driven Engineering Excellence" 4.5/5 What do you like best about Jellyfish? What I find most compelling about Jellyfish is its ability to seamlessly integrate Git and Jira data into a coherent and easily understandable format. This amalgamation of data not only simplifies the complexities but also translates into actionable insights, allowing for a more informed decision-making process. The straightforward setup of Jellyfish, coupled with an array of built-in features and opinions, distinguishes it from many alternatives. This user-friendly approach aligns with Jellyfish's philosophy, making it a practical choice for teams aiming to streamline their processes without unnecessary complications. In essence, what I appreciate most about Jellyfish is its ability to turn complex data into actionable insights while maintaining a user-friendly interface and a commitment to continuous improvement. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? While Jellyfish has proven to be a valuable tool, there are a couple of aspects that could be improved upon. Firstly, the customization and configuration process in Jellyfish is not as self-service as desired. The platform's opinionated nature, while promoting standardization across teams, comes at the cost of flexibility. This trade-off might not align with every organization's philosophy, as some may prefer a more customizable approach. In summary, while Jellyfish excels in many areas, improvements in customization options and a more streamlined self-service configuration process would contribute to an even more seamless user experience. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish solves key challenges by offering insights into team performance, identifying and addressing operational bottlenecks, aligning work with strategic goals, providing a structured approach to goal setting, and facilitating proactive process optimization. These solutions result in improved efficiency, informed decision-making, and a more streamlined and goal-oriented approach to engineering leadership. 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-8696415/official_response/edit) Thank you for the positive review, Chamika! Glad to hear you're seeing improvements in efficiency, decision-making, and communication with leadership. 10/13/2025 Current UserValidated ReviewerSource: Organic ![Anton A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anton A.") AA Anton A. Engineering Manager Mid-Market (51-1000 emp.) 9/30/2025 "Best in business tool for engineering managers" 4.5/5 What do you like best about Jellyfish? The integration with Jira and our git repositories is seamless, bringing together and highlighting all the key data we need. The DevEx module, along with the ability to survey teams with extensive customization, has been particularly valuable. Slack alerts and team pulse features help keep everyone informed—even those without a Jellyfish login—by surfacing any tickets that are stuck. The daily digests provide insights into what is slowing the team down, enabling us to investigate issues and improve our processes. Allocation metrics reveal how much time is spent on bugs or specific components, which helps guide prioritization discussions and supports more accurate estimates. Additionally, the individual metrics and interaction data are useful for facilitating performance discussions with engineers. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? The permissioning and data privacy settings in Jellyfish are too rigid, making it difficult for my boss to grant granular access to non-managers. For instance, we are unable to provide our tech lead with a team-specific view without also exposing individual performance data for everyone, which is not ideal. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Performance management, team prioritization and planning, identifying blockers and slow-downs. 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-11499973/official_response/edit) Thank you for the glowing review, Anton! Glad to hear you're benefitting from all the features in our platform to help with team health and planning! Current UserValidated ReviewerIncentivizedSource: Seller invite KB Karen B. Director, Software Delivery Optimization Mid-Market (51-1000 emp.) 9/30/2025 "It's not just a tool, it's insight." 5/5 What do you like best about Jellyfish? First, it's an easy and relatively intuitive tool to get acquainted with. I feel like a kid in a candy store exploring the different lenses through which I can view our work. It has made me very curious about the way in which we do work. As we become stronger with Jellyfish, we're able to ask better questions and experiment with our options, and we're able to see what comes of it very quickly! Second, the support has been outstanding. Andrey has been utterly patient as I pepper him with questions, and has consistently guided me to the answers I need. Third, Jellyfish University has been very helpful, especially the lessons that help with diagnostics. It's an excellent, effective resource and makes me feel like the Jellyfish team is invested in our success (which is very refreshing)! Review collected by and hosted on G2.com. What do you dislike about Jellyfish? First, dislike is too strong a word. There's nothing I dislike - at least not yet! The learning curve is real but again, the tool is intuitive and once you get a toe hold in even one aspect, additional understanding comes quickly if you put in the effort. (Isn't that just the nature of operations, though?) I'd also like to see roll-up reports to the executive level, and I'd like additional, diagnostics-oriented JF University training. For teams that have no history in observing how they work, it's a real necessity to help them understand that this is intended to be used by them (or their leaders, anyway) as an aid, and as a way to align, and yes, protect, their team. Our greatest challenge hasn't been learning the tool, but gaining traction internally. I would also like a report that shows who's logged in and who hasn't. Maybe that exists at the administrator level, but I suspect some of those complaining the loudest haven't spent much time in it. I would also REALLY like to see more robust planning options to give teams better long-term insight into how realistic their plans are, especially with regard to pulling in dependencies. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? The primary issue it's helping us solve, or at least shed light on, is how much work we do that doesn't pertain to our stated priorities. We're still straightening out some of our data issues - JF has highlighted anomalies we hadn't know about - and seeing, for example, the lifecycle report or CapX reports has swung us around. It's also highlighting how misaligned certain groups are, whether internally or across teams. For example, we've uncovered some significant misalignment with leaders that we might not have realized without the data from JF. 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-11745498/official_response/edit) Thank you for the glowing review, Karen! Glad to hear you're benefitting from increased visibility and proactively addressing misalignment. We're hear to help, as always. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Bas K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bas K.") BK Bas K. Senior Software Engineer Mid-Market (51-1000 emp.) 9/30/2025 "Jellyfish is able to extract valuable insights into the team velocity" 4/5 What do you like best about Jellyfish? It is great to see an overview of the impact I'm having across projects. It helps project velocity for other projects and keep check on consistency. The UI is quite clear and easy to use to review relevant stats. I like that it integrates seamlessly with Jira which we use as our project management tool. While the data is valuable, I'm not frequently checking the dashboard as it does not affect my day-to-day work, but it definitely helps plan for new projects and recap our velocity of past projects. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? One stat that I find confusing/counter productive is the notion that all work (git commits) should be able to be attributed to a work item (jira ticket). I understand that this is needed from a reporting perspective, but in the real world it it often creates significant overhead for small changes to require creating a jira ticket just to "track the work". It would be awesome if somehow work without a jira ticket could be associated to a project by looking at the context/content of the work. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? It gives me relevant insights in the team velocity on the current project 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-11744412/official_response/edit) Thank you for taking the time to submit this review, Bas! Glad to hear you're benefiting from the insights on team velocity. I will be sure to pass on your feedback to our team. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Gilliano M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gilliano M.") GM Gilliano M. Engineering Manager Mid-Market (51-1000 emp.) 9/29/2025 "Clear visibility into engineering work and priorities" 4.5/5 What do you like best about Jellyfish? I really like being able to check team metrics such as velocity and cycle time, which helps me identify trends early and adapt quickly. Jellyfish gives our team a clear, data-driven view of engineering investments and progress. It makes it much easier to align engineering work with company priorities and to communicate impact with leadership. I also appreciate the intuitive dashboards, which make complex development analytics easy to understand, and the Jira integration that saves time on manual reporting. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? While Jellyfish is powerful, there can be a learning curve at the beginning, especially when setting up integrations and customizing views. Some of the reports could offer more flexibility in filtering or drilling down into details. That said, the support team is responsive and actively improves the product based on feedback. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish is helping us track and analyze engineering team performance in real time. By monitoring metrics such as velocity, cycle time, and work distribution, I'm able to identify trends early, detect potential bottlenecks, and adapt quickly. This visibility ensures that engineering work stays aligned with business priorities and makes it easier to communicate impact to leadership. The tool reduces the need for manual reporting and provides a single source of truth for data-driven decisions. 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-11743449/official_response/edit) Thank you for the glowing review, Gilliano! Glad to hear you're benefitting from identifying trends and bottlenecks proactively and aligning engineering work to business priorities. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Rachel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rachel H.") RH Rachel H. Sr. DIrector, Engineering Operations Enterprise (\> 1000 emp.) 9/29/2025 "Easy to use tool, offers great insight into how the organization and each team is performing" 5/5 What do you like best about Jellyfish? Love the visibility the tool provides and how easy it is to use!!! We are able to look at each team more objectively. Each team has the same metrics, with some variance based on the way the teams work (scum, scrumban, kanban, etc) . I love that the tool keeps improving at a pretty rapid pace, and they are so welcoming of ideas and feedback to make Jellyfish even better! The support team is super helpful, and communicates well as they work to resolve issues. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Sometimes the teams don't like the visibility.... Also, managers have a lot on their plate and may not be leveraging the tool as effectively as they can so I wonder if we are getting as much value as we could be (but that is on us, not JF). Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? helping teams with accountability. We have great baseline data so when teams want to change up how they work, they have lots of flexibility as long as they are improving metrics and not going backward. Also, giving us insight into how well our AI tools are working for us (or not), giving us better insight to make decisions. When we aren't actively looking at Jellyfish data sometimes the teams aren't as diligent about delivering upon their commitments. Jellyfish has helped us to improve our predictability with the level of visibility/transparency 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-11743271/official_response/edit) Thank you for the glowing review, Rachel! Glad to hear you've benefited from improving visibility into and predictability of delivery timelines...as well as insights into AI tool adoption and usage. Current UserValidated ReviewerIncentivizedSource: Seller invite ## 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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