--- 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 ![Bryan H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bryan H.") BH Bryan H. Director of Software Quality and Lifecycle Management Mid-Market (51-1000 emp.) 10/14/2025 "Accurate Insights Into Engineering Work and Industry Best Practices" 4.5/5 What do you like best about Jellyfish? Tells me very accurately what types of work that the engineers in my org are working on. It's helpful for reporting to senior leadership, and for making decisions and prioritizing work. It's also very helpful to know where teams all the way down to the individual are in respect to industry best practices such as coding standards and AI adoption. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I cannot think of any downsides, TBH. It's different from other tools in that is just reports on the facts of my organization, and does not push out changes, it's reporting provides a helpful third party look on how we are doing. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Getting all of the teams working towards a common goal. You can see if anyone is working on things that are not in alignment with other goals. 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-11807501/official_response/edit) Thank you for the glowing review, Bryan! Glad you're benefitting from improved alignment across teams and the business. Validated ReviewerIncentivizedSource: Seller invite JB Jennifer B. Scrum Master II Enterprise (\> 1000 emp.) 6/17/2025 "Jellyfish Effectiveness in Action" 4.5/5 What do you like best about Jellyfish? I love the way I can see analysis of data from Jira and GitHub. It helps me keep my teams moving at a consistent pace, and easily see when things are off target. I can see our commitment dates and how we are tracking toward them, as well as see our past performance which helps identify trends the teams are experiencing. Additionally, this helps us identify and discuss opportunities to improve our process. Jellyfish is easy to use, and I use it daily. There is a learning curve, but once you spend a short amount of time playing in it, you can easily find what you want and need. It allows me to drill down into metrics to see team performance, individual performance, how much time is focused on specific work, and sooo much more!! Jellyfish has allowed me to really make my teams better at moving work from beginning to completion in a timely manner. Their productivity has increased so much, and they are happier as a result. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? It updates only once a day, so data is always a bit delayed and not quite accurate. It also thinks that stories that were cloned are carried over from the original sprint where they were created, which interferes with sprint predictability metrics. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? We never had visibility into how we were tracking against our quarterly commitments, and now we have insight into that just a few clicks away. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Bence U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bence U.") BU Bence U. Software Engineer Enterprise (\> 1000 emp.) 6/27/2025 "I enjoy using jellyfish as a Scrum lead" 4.5/5 What do you like best about Jellyfish? The Teams feature is especially helpful—it makes all important sprint and team-related data easily accessible in one place. It provides great visibility into team performance, and it’s really nice to see AI adoption stats across the company. This helps track progress and alignment with broader tech trends. The application is easy to use, I don't have look around too much to find what I'm looking for. I use it on a weekly bases for my reports. Jellyfish academy is a nice addition. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? The Activity Recap in the People menu doesn’t seem very useful or actionable. Benchmarks sometimes lack context, which makes interpretation tricky. Also, some data seems incorrect—or I’m just a really high performer compared to the rest of the company. It's a little annoying that it only updates the data daily. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I collect data from Jellyfish for my weekly reports as a Scrum lead. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic Review from Pop Up ![Brian S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Brian S.") BS Brian S. Software Engineer Small-Business (50 or fewer emp.) 9/24/2025 "Jellyfish is a good way to track team and overall project pulse" 3.5/5 What do you like best about Jellyfish? Jellyfish offers useful features such as effective project management views and a clear perspective on team health. These aspects make it easier to keep track of progress and understand how the team is doing. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? The system depends heavily on linking Jira tasks, which can make it cumbersome. The information provided is often overly detailed, and it doesn't do enough to prevent issues with bad actors or bias. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? It provides insight into which tools my team is using and how widely they have been adopted. It also allows me to see how my team's usage compares to the rest of the organization. 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-11725078/official_response/edit) Thank you for taking the time to share your honest feedback with us, Brian. We're glad to hear you're finding our platform helpful for visibility into team health and managing to delivery timelines. I've shared your notes with our team to consider. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Domenico C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Domenico C.") DC Domenico C. Software Engineering Manager Enterprise (\> 1000 emp.) 9/25/2025 "Great tool for managing engineering performance and visibility" 4/5 What do you like best about Jellyfish? Jellyfish provides a holistic view of my team’s work across PRs, issues, and KPIs. I especially like how it helps track AI usage, unlinked PRs, and resolved issues all in one place. It makes it easier to manage productivity, identify gaps, and have data-driven conversations with my team. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Some dashboards can feel a bit rigid, and it takes time to configure reports exactly the way I want. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish centralizes engineering metrics like PRs, issues, and AI usage, saving me time and giving a clear view of team performance. It helps me spot bottlenecks, celebrate wins, and make data-driven decisions faster. 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-11729328/official_response/edit) Glad to hear you're benefiting from a centralized hub for engineering KPIs, including AI usage. Thank you for taking the time to leave this review! Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Consumer Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Services") UC Verified User in Consumer Services Mid-Market (51-1000 emp.) 10/14/2025 "Excellent Metrics, Easy Integration, and Strong Support" 4.5/5 What do you like best about Jellyfish? - The detailings of the metrics are really appreciable - Very useful for analysis - Easily understandable and usable as well - Very user implementable and also integrates with JIRA,Github for better results - It clearly detects the unplanned works and make us focus on closing them. - Strong customer support as well Review collected by and hosted on G2.com. What do you dislike about Jellyfish? - Configuring it or working on it itself will take alot of time. Recommended to have a separate team for itself. - Work done outside tickets or track is actually lost and not considered - The actual initial setup is kind of hard and complex Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? - Easily tracking all the work from the Integrated tickets and services - Work and efforts are considered and judged - Complex analysis techniques with clear visuals of the metrics 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-11803723/official_response/edit) Thank you for taking the time to share your feedback. Glad you're happy with the level of analytics and insights you're getting from the central view of metrics! Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: Seller invite HM Harrison M. 1/31/2026 "Revolutionized Our Capacity Planning" 5/5 What do you like best about Jellyfish? I like Jellyfish for its actionable engineering insight recommendations that guide improvement. The initial setup was smooth, which made the transition easier. The way it reveals true team capacity helps with better capacity planning. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I wish there was an expanded template library. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish helps identify process inefficiencies and suggests improvements. It solves poor capacity planning by revealing true team capacity for better planning, and provides actionable engineering insight recommendations that guide improvement. 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-12284064/official_response/edit) Thank you for the positive review! Glad Jellyfish is helping improve capacity planning through actionable engineering insights. Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Accounting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Accounting") UA Verified User in Accounting Enterprise (\> 1000 emp.) 9/24/2025 "A very useful tool for management and analysis" 5/5 What do you like best about Jellyfish? What I like most about Jellyfish is the ease of use and the clarity with which it presents information. It allows for better visibility of projects, facilitates integration with other tools, and helps make data-driven decisions quickly. Additionally, its interface is intuitive and customer service has been very efficient. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? Although the platform in general is very comprehensive, I believe it could improve in terms of the customization of some reports and dashboards. At times, it can also take a while to load when handling a large volume of data. However, these are minor details compared to the advantages it offers. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? Jellyfish helps us gain greater visibility over development projects, identifying where resources are invested and how they align with business objectives. This allows us to better prioritize, optimize time, and make more strategic 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-11726252/official_response/edit) Thank you for the glowing review! Glad you're benefitting from improved visibility into and planning for dev projects. Current UserValidated ReviewerIncentivizedSource: Seller inviteAI Translated BC Benedict C. 1/28/2026 "Clear Insights, Needs Smoother Onboarding" 5/5 What do you like best about Jellyfish? I like Jellyfish because it provides clear visibility into engineering work, allowing me to see actual activity across teams. This visibility gives me valuable engineering productivity insights, helping me understand how the team works and where bottlenecks occur. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? I find the initial setup could be smoother, with better guidance for new users. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? I use Jellyfish for engineering productivity insights, understanding team workflows, bottleneck identification, and clear visibility into engineering activities across teams. 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-12271025/official_response/edit) We really appreciate you taking the time to leave this review, Benedict! We’re glad Jellyfish is giving you clearer visibility into engineering activity and helping surface meaningful productivity insights. We also appreciate the note about onboarding, feedback like that helps us make the experience smoother for new users. 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.) 10/9/2025 "A competent product for tracking engineering efforts" 4.5/5 What do you like best about Jellyfish? The views around team productivity, commit history, AI adoption, and other facets help give context on team efforts, allowing us to refine areas of inefficiency and prove out the effects of various workflow improvements. Review collected by and hosted on G2.com. What do you dislike about Jellyfish? The metrics-centric approach can drive teams to focus exclusively on improving the metrics without understanding why their improvement matters. This can lead to "gaming the system" types of approaches. Guidance for managers about why the metrics matter and how to improve them in a healthy manner, as well as red flags to look for around metric-only improvement, would be ideal. Review collected by and hosted on G2.com. What problems is Jellyfish solving and how is that benefiting you? It lets us see into points of friction that have been institutionalized / accepted over time, allowing us to identify and fix these to improve both cycle time and morale. 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-11788664/official_response/edit) Thank you for taking the time to share your feedback! I will be sure to share your notes with our team. Glad to hear you're benefitting from improved cycle time and morale. 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. Get Price Estimate Jellyfish Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_429527b7562c04ac5818f4cee3b1132d/linearb.png "Product Avatar Image") LinearB 4.6/5(80) [ Compare Now ](https://www.g2.com/compare/jellyfish-2025-10-22-vs-linearb) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_606d09e0f8df8ceb8fa70c13d4a1b237/appfire-flow.png "Product Avatar Image") Flow 4.1/5(91) [ Compare Now ](https://www.g2.com/compare/appfire-flow-vs-jellyfish-2025-10-22) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_f2266fea7949e00109ae7612cacf1c1f/swarmia.png "Product Avatar Image") Swarmia 4.4/5(306) [ Compare Now ](https://www.g2.com/compare/jellyfish-2025-10-22-vs-swarmia) ##### ##### Jellyfish Features Management Historical Data Consolidation Data Context Testing Integration Functionality Repository Integration Analytics and Trends Productivity Updates Value Analysis Metric Relevance Insight Impact Predictions Value Management Planning Tools Communication Tools Control [ View More Features ](https://www.g2.com/products/jellyfish-2025-10-22/features) ## Top-Rated Alternatives [ ![Swarmia](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swarmia") Swarmia 4.4/5(306) ](https://www.g2.com/products/swarmia/reviews) [ ![Flow](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Flow") Flow 4.1/5(91) ](https://www.g2.com/products/appfire-flow/reviews) [ ![LinearB](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "LinearB") LinearB 4.6/5(80) ](https://www.g2.com/products/linearb/reviews) [ View All Alternatives ](https://www.g2.com/products/jellyfish-2025-10-22/competitors/alternatives) ##### Categories on G2 [Value Stream Management](https://www.g2.com/categories/value-stream-management)[Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools) ##### Explore More [What specific industry compliance standards (e.g., ISO 27001, SOC 2, HIPAA, GDPR, FedRAMP) does JumpCloud MDM adhere to and provide certifications for?](https://www.g2.com/discussions/what-specific-industry-compliance-standards-e-g-iso-27001-soc-2-hipaa-gdpr-fedramp-does-jumpcloud-mdm-adhere-to-and-provide-certifications-for)[Best software for tracking employee development goals](https://www.g2.com/discussions/best-software-for-tracking-employee-development-goals)[Top rated performance review apps for software companies](https://www.g2.com/discussions/top-rated-performance-review-apps-for-software-companies-what-s-your-pick) [Which terminal emulator is highest rated for mainframe system administration and support?](https://www.g2.com/discussions/which-terminal-emulator-is-highest-rated-for-mainframe-system-administration-and-support)[Best procure-to-pay software for office supplies](https://www.g2.com/discussions/what-s-the-best-procure-to-pay-software-for-office-supplies)[Pros and Cons Details](https://www.g2.com/products/jellyfish-2025-10-22/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)