--- title: Jellyfish Reviews meta\_title: 'Jellyfish Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 433 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: 433 scale: '5' date\_modified: '2026-08-12' 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 ![Pradeep P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradeep P.") PP Pradeep P. Software Engineer 2 Information Technology and Services Enterprise (\> 1000 emp.) 2/4/2026 "Comprehensive Insights with Room for Customization" 4/5 What do you like best about Jellyfish? I use Jellyfish to track engineering productivity and delivery across teams. It gives me visibility into AI usage, Jira tickets, pull requests, and PR analytics through clear graphs and reports. It also helps me to understand team allocation, investment, and delivery performance across multiple projects, making planning and decision making more data-driven. What I like most about Jellyfish is how it brings everything into one place. Having Jira, PR data, AI usage, and team-level insights with clean graphs makes it much easier to understand what's happening across projects and teams without digging through multiple tools. I really like how Jellyfish makes complex engineering data easy to understand. The initial setup was straightforward, and integrating it with other tools was smooth. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? At times, the amount of data can feel a bit overwhelming, and it takes some time to get used to how certain metrics are calculated. More customization options and simpler onboarding would make the experience smoother. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish to track engineering productivity, providing visibility into AI usage, Jira tickets, and team allocation with clear graphs, making planning and decision-making data-driven. 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-12306735/official_response/edit) Thank you for the review! We’re glad Jellyfish is helping bring engineering productivity, delivery, and AI insights into one place, making it easier to understand team allocation and performance across projects. We also appreciate the feedback around customization and onboarding as we continue to refine the experience. Validated ReviewerIncentivizedSource: Seller invite SA Soumya A. 1/24/2026 "Seamless Jira Integration, Powerful Progress Tracking" 4.5/5 What do you like best about Jellyfish? I find Jellyfish very helpful for tracking progress on a weekly, monthly, and quarterly basis. It gives me a clear picture of my work contributions over time. The integration with Jira is fantastic, as it makes it easy to see what I'm working on and how my efforts are distributed across different areas, including tracking the AI impact within the team. I also appreciate the Individual Summary option in Jellyfish, which provides a clear, consolidated view of my work, making it easy to understand my contribution, progress, and impact over time. Additionally, the initial setup of Jellyfish was easy, smooth, and straightforward. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I feel one area that could be improved is tracking AI power users over time. Currently, I am only able to see the most recent data, but it would be very helpful to have visibility into AI power users on a weekly, monthly, or quarterly basis. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish to track my work and overall progress. It helps me with weekly reporting, understanding Jira tickets I've worked on, and tracking AI impact. The Jira integration gives great visibility into open issues, PR changes, and commits. 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-12255186/official_response/edit) Thank you for your review, Soumya! Glad Jellyfish is supporting clear progress tracking and seamless Jira integration. We appreciate the feedback on expanding AI power user tracking over time. 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 Enterprise (\> 1000 emp.) 9/24/2025 "Effortless AI Usage Tracking with Minor Hiccups" 5/5 What do you like best about Jellyfish? I like how easy and straightforward Jellyfish is to use, with a UI and user experience that's very clear and precise. It's efficient in tracking AI usage and gives a descriptive yet clear view of data. I really appreciate how I can see my team's AI usage in real-time, which is very helpful. The setup was also very easy to understand, despite not having formal training on it. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Sometimes the AI usage doesn't get tracked properly, even if it's used continuously for many hours or a full day. I've noticed this happens rarely, like once a month, but it's still frustrating when the entire AI usage data is skipped. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish to track employees' AI usage across multiple coding agents like Copilot and Cursor, giving us a clear view of usage by department. It solves the problem of improper tracking by providing real-time AI usage data, making the process easy and straightforward. 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-11721659/official_response/edit) Thank you for the glowing review! Glad you're making the most of our AI Impact offerings. 1/22/2026 Current UserValidated ReviewerIncentivizedSource: Seller invite ![Yann L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yann L.") YL Yann L. 1/22/2026 "Visually Appealing But With KPI Challenges" 4/5 What do you like best about Jellyfish? I like using Jellyfish because it offers convenient tracking of my teams regarding the work accomplished and delivery KPIs. I particularly appreciate that it gathers all the necessary information in one place and integrates well with Jira and GitHub. Also, I find its interface easy to use and its graphics very beautiful. The 1:1 discussion section is relevant because it provides ideas on questions to ask employees during their meetings. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? The KPIs with the sprints really don't work well. We have bi-weekly sprints and the numbers are not reproducible. This causes a breakdown of trust with the managers. Also, the initial setup requires an adaptation of the processes, which has led many teams to have to change their Jira workflow. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish to track my teams' work and obtain delivery KPIs. It centralizes information, creating a link between Jira and GitHub. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller inviteAI Translated SP Sagar P. 1/22/2026 "Fantastic UI, Needs Holiday-Adjusted Metrics" 3.5/5 What do you like best about Jellyfish? I like that Jellyfish has a really cool UI. In my profile, it shows everything related to AI Impact and Jira ticket details like how much time I have a ticket assigned to, and the number of pending tickets. It has a section related to Jira called 'Open assigned issues' which shows the ticket assigned to me and for how long. Additionally, it integrates with GitHub so I can easily track the PR raised and the number of comments on PR. The initial setup was also pretty easy. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I have an issue with how it calculates power users for AI apps during public holidays. It doesn't account for public holidays, so if it's a holiday and we don't use the AI app, the overall percentage goes down regardless of it being a holiday. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish to spot which users aren't efficiently using their company licenses. Its cool UI and integration with Jira and GitHub help me track assigned tickets, PRs, and comments easily. 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-12247091/official_response/edit) Thank you for taking the time to share your feedback with us, Sagar! Glad to hear that you are overall benefitting from the Jellyfish platform, especially to measure the impact of AI tools. And we hear you about calculating power users during holidays. I'll be sure to let our product team know of your notes. Validated ReviewerIncentivizedSource: Seller invite ![Vitali K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vitali K.") VK Vitali K. Head of Product Operations Mid-Market (51-1000 emp.) 10/31/2025 "Absolutely Love This Software!" 4.5/5 What do you like best about Jellyfish? Setting up and managing the platform was straightforward, and the customer support has been excellent. I find it easy to use and understand on a daily basis. Although I may not be a 'typical' JF user since I work in product leadership, I was still able to set up dashboards for myself to monitor deliverables, plan, and generate progress reports. The interface is intuitive and user-friendly, and integrating it with our company tools was simple. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? This isn't a complaint, but rather a suggestion for the JF product team. As the head of product operations, I would appreciate the ability to recognize not just engineers in my company who contribute to delivery and success, but also to classify contributors into more than two categories and view their respective metrics. Additionally, I would like to propose offering more customization options for users, such as the ability to apply custom filters and fields to sort data according to our needs. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? The platform provides valuable team metrics, including issue cycle time, issues resolved, sprint predictability, and investment categories. I also appreciate how it tracks the speed of delivery, the quality of planning, and the balance between Growth and BAU initiatives in the backlog. The work in flight section provides insight into the number of deliverables in progress, FTE allocation, team focus, and projected delivery dates, which helps monitor whether teams are prioritizing the right tasks, staying on schedule, and identifying potential risks early in the delivery process. The delivery module is helpful for preparing and reporting to stakeholders about the progress of key company initiatives. Additionally, the scenario planning and capacity planning features are extremely useful for me when planning the team's capacity in advance. 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-11888829/official_response/edit) Thank you for the glowing review, Vitali! Glad you're finding the Jellyfish platform helpful for team metrics and insights into delivery and planning. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Vitalii M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vitalii M.") VM Vitalii M. Lead Platform Engeenir Enterprise (\> 1000 emp.) 3/17/2026 "Bridging the Gap Between Engineering and Business Strategy." 4.5/5 What do you like best about Jellyfish? The platform’s ability to provide high-level visibility into engineering alignment is outstanding. I love how it automatically aggregates data from Jira and GitHub to show exactly how much effort is being spent on roadmap items versus technical debt, all without manual time-tracking. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? The initial configuration and data mapping can be quite complex and time-consuming. I also find the learning curve for new managers to be somewhat steep, and I would appreciate more flexibility in creating highly customized, ad-hoc reports. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? It solves the "black box" problem of engineering productivity by translating technical output into business impact. This benefits me by providing data-driven insights to justify resource allocation, identify team bottlenecks early, and communicate progress effectively to non-technical stakeholders. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![dhaipulle v.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "dhaipulle v.") DV dhaipulle v. Application Support Engineer II Mid-Market (51-1000 emp.) 1/6/2026 "Actionable Engineering Insights with Seamless Integration" 4.5/5 What do you like best about Jellyfish? It gives great visibility into team performance without feeling like micromanagement. The dashboards are clean, easy to understand, and actually useful for decision-making. I appreciate how it integrates smoothly with existing developer tools. It helps identify bottlenecks early and improves planning accuracy. Overall, Jellyfish makes engineering insights actionable and transparent. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Jellyfish can feel complex to navigate, especially for new users. Some reports and metrics lack flexibility and customization. Integration setup can be time-consuming and not always intuitive. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish helps make engineering work more visible and easier to understand. It connects data from different tools and puts everything in one place. This makes it easier to track progress without constantly asking teams for updates. It helps identify bottlenecks early before they turn into bigger problems. Planning becomes more realistic because decisions are based on real data. It improves alignment between engineering and leadership. Teams can focus more on actual work instead of manual reporting. It saves time by automating metrics and insights. It brings clarity to priorities and delivery timelines. Overall, it helps me make better, data-driven decisions with 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-12178587/official_response/edit) Thank you for taking the time to leave us such a thorough and positive review! We're glad to hear that you're benefitting from improved planning, alignment, and prioritization. Excited to see what new heights you and your team reach in 2026. Validated ReviewerSource: Organic ![Pedro B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pedro B.") PB Pedro B. Senior DevOps Delivery Manager Enterprise (\> 1000 emp.) 7/30/2026 "Quick, Clear Team Progress Metrics at a Glance" 4/5 What do you like best about Jellyfish? the ability to quickly view my team's progress in metrics we are tracking. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? sometimes the interface can be clunky and dificult to navigate. I have to know where I am going to get what I need. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? it is giving me visibility into how my teams are performing Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![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 ## 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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