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Jellyfish

Jellyfish

Reviews from AWS customer

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409 reviews
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    Benedict C.

Clear Insights, Needs Smoother Onboarding

  • January 28, 2026
  • Review provided by G2

What do you like best about the product?
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.
What do you dislike about the product?
I find the initial setup could be smoother, with better guidance for new users.
What problems is the product 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.


    Information Technology and Services

Helpful Teams Tools, Insights, Metrics And AI

  • January 28, 2026
  • Review provided by G2

What do you like best about the product?
Tools and insights section and Metrics section in the Teams page is very helpful.
What do you dislike about the product?
Dashboard as unless someone stars anything nothing is visible. Maybe we can have this in a separate place. I feel dashboard is empty most of the time.
What problems is the product solving and how is that benefiting you?
We mainly focus on JIRA metrics and AI usage metrics. We can track teams as well as individuals in one place. Filter out all the works related to them like timeline, usage, started date and time, end date and time. A chart of these metrics is really useful.


    Sowmya B.

Efficient Metric Tracking, Limited Export Options

  • January 27, 2026
  • Review provided by G2

What do you like best about the product?
I like Jellyfish for showing our productivity metrics and because I can check at any time the details of what I've worked on. It's useful for tracking individual metrics with JIRA tickets and Github PRs, helping us to focus.
What do you dislike about the product?
I can't export data after applying a filter. I have to copy and paste it manually into Excel to see the details I worked on.
What problems is the product solving and how is that benefiting you?
I use Jellyfish to track individual metrics with JIRA tickets and GitHub PRs, helping focus our efforts. I like its productivity metrics, allowing me to check details of my work anytime.


    Soumya A.

Seamless Jira Integration, Powerful Progress Tracking

  • January 25, 2026
  • Review provided by G2

What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product 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.


    Yann L.

Visually Appealing But With KPI Challenges

  • January 22, 2026
  • Review provided by G2

What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product 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.


    Sagar P.

Fantastic UI, Needs Holiday-Adjusted Metrics

  • January 22, 2026
  • Review provided by G2

What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product 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.


    Balasubramanian H.

Streamlined Project Planning with Intuitive UI

  • January 13, 2026
  • Review provided by G2

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.


    dhaipulle v.

Actionable Engineering Insights with Seamless Integration

  • January 06, 2026
  • Review provided by G2

What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product 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.


    Neenu M.

Efficient Ticket Tracking with Room for Improvement

  • December 22, 2025
  • Review provided by G2

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.


    Mayurika K.

Effortless Insights Make Team Planning a Breeze

  • December 11, 2025
  • Review provided by G2

What do you like best about the product?
It gives a clear view of where the team’s time and effort are going, which makes planning easier.

I like how simple it is to understand insights without digging through complicated reports.
What do you dislike about the product?
Some of the data takes time to update, so the insights aren’t always real-time.

A few parts of the interface feel a bit complex at first and need time to get used to.
What problems is the product solving and how is that benefiting you?
It helps bring all engineering work into one place, so it’s easier to understand what the team is focusing on.

It gives clearer visibility into priorities and effort, which helps with planning and explaining work to stakeholders.