Jellyfish Reviews & Product Details

I like the new AI adoption features. overall the ability to use natural Language queries. Review collected by and hosted on G2.com.

UI for Jira integration, have abilities to use JQL for filtering Review collected by and hosted on G2.com.

What I like best about Jellyfish is how it brings all the key metrics and insights into one place, making it super easy to track our team’s performance. It’s intuitive and really helps us understand where we’re excelling and where we can improve. It makes planning and decision-making so much smoother, and I love how it keeps everyone aligned on goals. Review collected by and hosted on G2.com.

What I dislike about Jellyfish is that some of the reports and dashboards could be more customizable. While the default views are helpful, it would be great to have more flexibility in how we can filter and display certain metrics. Additionally, some of the data syncs take a bit longer than expected, which can sometimes cause delays in real-time tracking. Review collected by and hosted on G2.com.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.