Jellyfish
JellyfishExternal reviews
415 reviews
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Streamlined Project Planning with Intuitive UI
What do you like best about the product?
I like the simplicity in Jellyfish's UI and the intuitive features, such as tracking the weekly items I've completed. The Activity page is particularly helpful because it consolidates all the activities I've been working on in a single sprint in one place, so I don't have to search through multiple pages and reports. Also, once I got accustomed to the tool and its features, it became very helpful.
What do you dislike about the product?
I noticed a little bit of friction initially to get the details about Jellyfish.
What problems is the product solving and how is that benefiting you?
Jellyfish helps identify sprint commitments and achievements, providing all activities in one place without navigating multiple pages, thanks to its simple UI and intuitive features.
Efficient Ticket Tracking with Room for Improvement
What do you like best about the product?
I like using Jellyfish for tracking my tickets, PR reviews, PR merged metrics, and productivity metrics. I enjoy the ticket tracking feature. I also enjoy seeing my AI usage metrics, as it allows me to track how well I've used it. I can see how fast I solved my tickets using AI metrics.
What do you dislike about the product?
Even if I update the Jira ticket as closed, it takes quite some time to update in Jellyfish. Improving near real-time synchronization helps make task movement more accurate.
What problems is the product solving and how is that benefiting you?
I use Jellyfish for tracking my tickets, PR reviews, and productivity metrics. It solves ticket tracking, productivity metrics, and sprint review problems, helping me see how fast I solve tickets using AI metrics.
Elevating how we manage our product portfolio
What do you like best about the product?
Jellyfish has strengthened our product organization’s ability to operate with data-driven decision-making. We can clearly see how our development and engineering work aligns to our investments and roadmaps to create better proactive tradeoffs and validation on what we should pursue.
What do you dislike about the product?
Would love to see more capabilities for product-led companies and the product leader’s perspective
What problems is the product solving and how is that benefiting you?
Predictable and reliable delivery rhythm, forecasting ability, identify misalignment between planned and actual work, validation of investments.
Great Developer Insights, but Data Updates Are Slow
What do you like best about the product?
Insights about developer activities integrated with JIRA and GIT
What do you dislike about the product?
It takes time to reflect data when some updates are done in GIT or JIRA
What problems is the product solving and how is that benefiting you?
Exposing insights about developers day to day activites
Great for Tracking Commits, No Complaints
What do you like best about the product?
I can easily track Git commits and monitor my progress, gaining all the insights I need. The interface is straightforward and simple to use.
What do you dislike about the product?
It is helpful for me. I am exploring it now.
What problems is the product solving and how is that benefiting you?
I need to track git commits on a daily and time basis. This makes it easier to gain those insights.
Great Interface and Insights, but Needs Sprint Filtering at Org Level
What do you like best about the product?
The interface and the information provided on the tool helps a lot
What do you dislike about the product?
I can not filter by sprint if I am on an workstream ( org ) level
What problems is the product solving and how is that benefiting you?
The Capex report and performance tracking features are useful for monitoring investments and evaluating how well projects are progressing. They help provide a clear overview of capital expenditures and make it easier to assess performance over time.
Great for Tracking Projects and Team Dynamics
What do you like best about the product?
It gives a good overview of what's going on in the organization: Which projects are ongoing, how much of the backlog is being worked on, what are the key focus areas, what people are working on. How does the team members interact with each other, what are the trends.
What do you dislike about the product?
Sometimes it's hard to understand / hard to find the documentation about how a specific metric is calculated.
What problems is the product solving and how is that benefiting you?
Monitoring what is being worked on, trends of team metrics, activity and interactions of developers is transparent.
Powerful Engineering Insights with Some Setup Complexity
What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product 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.
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.
Versatile Analytics Platform with Responsive Support, but DevOps Onboarding Needs Improvement
What do you like best about the product?
The platform is extremely versatile for multi layer analytics and anywhere there are gaps in our requirements JF are always willing to come to the table to make a solution.
What do you dislike about the product?
How to onboard for DevOps could be clearer
What problems is the product solving and how is that benefiting you?
JF show's at a high level we're our engineering effort is being allocated to allow for leadership teams to make strategic data driven decisions
Comprehensive Dashboard, Enhances Productivity Effortlessly
What do you like best about the product?
I greatly appreciate Jellyfish's ability to provide a comprehensive dashboard that simplifies the monitoring of team and individual productivity, including metrics, cycle times, and deployment frequencies. This tool has significantly streamlined performance reviews and sprint evaluations. I find the DevOps metrics particularly valuable for assessing deployment success and identifying any team challenges. Its straightforward setup and integration with existing tools have been effortless, allowing us to leverage its full potential from day one. Furthermore, Jellyfish stands out by enhancing productivity tracking more effectively than any other tool we've used, proving indispensable in managing our projects efficiently.
What do you dislike about the product?
I feel the user interface (UI) and user experience (UX) could be improved to enhance usability. I also wish there was seamless integration with AI capabilities, such as a chatbot or a feature to summarize individual performance. Currently, checking specific metrics like individual performance over the last six months involves a manual process of filtering data. Incorporating AI features would automate these tasks, making Jellyfish more powerful and easier to use.
What problems is the product solving and how is that benefiting you?
I use Jellyfish to track productivity and deployment metrics, simplifying performance reviews and team health assessments. It serves as a single point of contact for productivity insights, enhancing both individual and team evaluation processes. I also use it track my sprints progress and health.
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