# Top 10 Jellyfish Alternatives & Competitors
**Average Rating:** 4.5/5
**Total Number of Reviews:** 431
The Software Development Analytics Tools solutions below are the most common alternatives that users and reviewers compare with Jellyfish. Software Development Analytics Tools is a widely used technology, and many people are seeking reliable, high quality software solutions with productivity updates and testing integration. Other important factors to consider when researching alternatives to Jellyfish include performance and software development. The best overall Jellyfish alternative is Swarmia. Other similar apps like Jellyfish are Flow, LinearB, Allstacks, and DX. Jellyfish alternatives can be found in [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools) but may also be in [Version Control Hosting Software](https://www.g2.com/categories/version-control-hosting) or [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration).


## Best Paid & Free Alternatives to Jellyfish
  - [Swarmia](https://www.g2.com/products/swarmia/reviews)
  - [Flow](https://www.g2.com/products/appfire-flow/reviews)
  - [LinearB](https://www.g2.com/products/linearb/reviews)
  - [Allstacks](https://www.g2.com/products/allstacks/reviews)
  - [DX](https://www.g2.com/products/dx-platform/reviews)
  - [Waydev](https://www.g2.com/products/waydev/reviews)
  - [GitLab](https://www.g2.com/products/gitlab/reviews)
  - [Haystack](https://www.g2.com/products/haystack-2020-05-26/reviews)
  - [CloudBees](https://www.g2.com/products/cloudbees/reviews)
  - [Harness Platform](https://www.g2.com/products/harness-platform/reviews)

## Top 10 Alternatives to Jellyfish Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Jellyfish stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Hospital & Health Care, and Logistics and Supply Chain, and find the best product for your business.


  ### 1. [Swarmia](https://www.g2.com/products/swarmia/reviews)
By Swarmia
**Average Rating:** 4.4/5
**Total Reviews:** 303
Swarmia is an engineering productivity platform that gives engineering leaders, managers, and teams the insights they need to see what’s slowing them down and the tools to resolve those blockers. It connects with the platforms your engineering teams are already using: source code hosting, issue tracker, and chat. With Swarmia, you can measure key engineering metrics (like DORA, SPACE, and more) and use use those insights to make gradual changes across productivity, collaboration, and workflow.


Reviewers say compared to Jellyfish, Swarmia is:
- Easier to set up
- Easier to admin
- More usable
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs Swarmia](https://www.g2.com/compare/jellyfish-2025-10-22-vs-swarmia)
**Compare Swarmia with other alternatives:**
- [Swarmia vs Flow](https://www.g2.com/compare/appfire-flow-vs-swarmia)
- [Swarmia vs LinearB](https://www.g2.com/compare/linearb-vs-swarmia)
- [Swarmia vs Allstacks](https://www.g2.com/compare/allstacks-vs-swarmia)
- [Swarmia vs DX](https://www.g2.com/compare/dx-platform-vs-swarmia)
- [Swarmia vs Waydev](https://www.g2.com/compare/swarmia-vs-waydev)
- [Swarmia vs GitLab](https://www.g2.com/compare/gitlab-vs-swarmia)
- [Swarmia vs Haystack](https://www.g2.com/compare/haystack-2020-05-26-vs-swarmia)
- [Swarmia vs CloudBees](https://www.g2.com/compare/cloudbees-vs-swarmia)
- [Swarmia vs Harness Platform](https://www.g2.com/compare/harness-platform-vs-swarmia)

  ### 2. [Flow](https://www.g2.com/products/appfire-flow/reviews)
By Appfire
**Average Rating:** 4.1/5
**Total Reviews:** 91
Flow offers metrics for software engineering management and is designed to help engineering managers measure software developer productivity based on data from GitHub, GitLab, BitBucket or any Git based code repository.


Reviewers say compared to Jellyfish, Flow is:
- Slower to reach roi
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs Flow](https://www.g2.com/compare/appfire-flow-vs-jellyfish-2025-10-22)
**Compare Flow with other alternatives:**
- [Flow vs Swarmia](https://www.g2.com/compare/appfire-flow-vs-swarmia)
- [Flow vs LinearB](https://www.g2.com/compare/appfire-flow-vs-linearb)
- [Flow vs Allstacks](https://www.g2.com/compare/allstacks-vs-appfire-flow)
- [Flow vs DX](https://www.g2.com/compare/dx-platform-vs-appfire-flow)
- [Flow vs Waydev](https://www.g2.com/compare/appfire-flow-vs-waydev)
- [Flow vs GitLab](https://www.g2.com/compare/appfire-flow-vs-gitlab)
- [Flow vs Haystack](https://www.g2.com/compare/appfire-flow-vs-haystack-2020-05-26)
- [Flow vs CloudBees](https://www.g2.com/compare/cloudbees-vs-appfire-flow)
- [Flow vs Harness Platform](https://www.g2.com/compare/appfire-flow-vs-harness-platform)

  ### 3. [LinearB](https://www.g2.com/products/linearb/reviews)
By LinearB
**Average Rating:** 4.6/5
**Total Reviews:** 80
LinearB delivers software leaders the insights they need to make their engineering teams better through a real-time SaaS platform. Visibility into key metrics paired with automated improvement actions enables software leaders to deliver more predictability, improve quality, and help all teams succeed.


Reviewers say compared to Jellyfish, LinearB is:
- Slower to reach roi
- Easier to set up
- More usable
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs LinearB](https://www.g2.com/compare/jellyfish-2025-10-22-vs-linearb)
**Compare LinearB with other alternatives:**
- [LinearB vs Swarmia](https://www.g2.com/compare/linearb-vs-swarmia)
- [LinearB vs Flow](https://www.g2.com/compare/appfire-flow-vs-linearb)
- [LinearB vs Allstacks](https://www.g2.com/compare/allstacks-vs-linearb)
- [LinearB vs DX](https://www.g2.com/compare/dx-platform-vs-linearb)
- [LinearB vs Waydev](https://www.g2.com/compare/linearb-vs-waydev)
- [LinearB vs GitLab](https://www.g2.com/compare/gitlab-vs-linearb)
- [LinearB vs Haystack](https://www.g2.com/compare/haystack-2020-05-26-vs-linearb)
- [LinearB vs CloudBees](https://www.g2.com/compare/cloudbees-vs-linearb)
- [LinearB vs Harness Platform](https://www.g2.com/compare/harness-platform-vs-linearb)

  ### 4. [Allstacks](https://www.g2.com/products/allstacks/reviews)
By Allstacks
**Average Rating:** 4.5/5
**Total Reviews:** 57
Allstacks aggregates all of your tools and data into a single platform so you can accelerate your engineering team’s ability to ship great software.


Reviewers say compared to Jellyfish, Allstacks is:
- Easier to admin
- Easier to set up
- Better at support
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs Allstacks](https://www.g2.com/compare/allstacks-vs-jellyfish-2025-10-22)
**Compare Allstacks with other alternatives:**
- [Allstacks vs Swarmia](https://www.g2.com/compare/allstacks-vs-swarmia)
- [Allstacks vs Flow](https://www.g2.com/compare/allstacks-vs-appfire-flow)
- [Allstacks vs LinearB](https://www.g2.com/compare/allstacks-vs-linearb)
- [Allstacks vs DX](https://www.g2.com/compare/allstacks-vs-dx-platform)
- [Allstacks vs Waydev](https://www.g2.com/compare/allstacks-vs-waydev)
- [Allstacks vs GitLab](https://www.g2.com/compare/allstacks-vs-gitlab)
- [Allstacks vs Haystack](https://www.g2.com/compare/allstacks-vs-haystack-2020-05-26)
- [Allstacks vs CloudBees](https://www.g2.com/compare/allstacks-vs-cloudbees)
- [Allstacks vs Harness Platform](https://www.g2.com/compare/allstacks-vs-harness-platform)

  ### 5. [DX](https://www.g2.com/products/dx-platform/reviews)
By DX
**Average Rating:** 4.6/5
**Total Reviews:** 342
DX is an engineering intelligence platform designed by leading researchers. We give engineering leaders and platform teams the data they need to take the right actions to drive higher ROI per developer. We serve hundreds of the world’s most iconic companies, including Dropbox, Amplitude, P&G, and Pfizer. The DX platform combines data from development tools with self-reported data collected from developers, offering a comprehensive view of engineering productivity and its underlying factors. DX has developed proprietary measurement frameworks, including the DX Core 4 and DXI. The insights from our platform cater to leaders at every level of the organization, from CXOs to platform teams to frontline managers.


Reviewers say compared to Jellyfish, DX is:
- Easier to set up
- Easier to admin
- More usable
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs DX](https://www.g2.com/compare/dx-platform-vs-jellyfish-2025-10-22)
**Compare DX with other alternatives:**
- [DX vs Swarmia](https://www.g2.com/compare/dx-platform-vs-swarmia)
- [DX vs Flow](https://www.g2.com/compare/dx-platform-vs-appfire-flow)
- [DX vs LinearB](https://www.g2.com/compare/dx-platform-vs-linearb)
- [DX vs Allstacks](https://www.g2.com/compare/allstacks-vs-dx-platform)
- [DX vs Waydev](https://www.g2.com/compare/dx-platform-vs-waydev)
- [DX vs GitLab](https://www.g2.com/compare/dx-platform-vs-gitlab)
- [DX vs Haystack](https://www.g2.com/compare/dx-platform-vs-haystack-2020-05-26)
- [DX vs CloudBees](https://www.g2.com/compare/cloudbees-vs-dx-platform)
- [DX vs Harness Platform](https://www.g2.com/compare/dx-platform-vs-harness-platform)

  ### 6. [Waydev](https://www.g2.com/products/waydev/reviews)
By Waydev
**Average Rating:** 4.7/5
**Total Reviews:** 61
This is where you can discover new ways to improve your development team's productivity. You can also improve your understanding of the projects you currently have under development.


Reviewers say compared to Jellyfish, Waydev is:
- Slower to reach roi
- Easier to set up
- Easier to admin
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools)

**Compare:** [Jellyfish vs Waydev](https://www.g2.com/compare/jellyfish-2025-10-22-vs-waydev)
**Compare Waydev with other alternatives:**
- [Waydev vs Swarmia](https://www.g2.com/compare/swarmia-vs-waydev)
- [Waydev vs Flow](https://www.g2.com/compare/appfire-flow-vs-waydev)
- [Waydev vs LinearB](https://www.g2.com/compare/linearb-vs-waydev)
- [Waydev vs Allstacks](https://www.g2.com/compare/allstacks-vs-waydev)
- [Waydev vs DX](https://www.g2.com/compare/dx-platform-vs-waydev)
- [Waydev vs GitLab](https://www.g2.com/compare/gitlab-vs-waydev)
- [Waydev vs Haystack](https://www.g2.com/compare/haystack-2020-05-26-vs-waydev)
- [Waydev vs CloudBees](https://www.g2.com/compare/cloudbees-vs-waydev)
- [Waydev vs Harness Platform](https://www.g2.com/compare/harness-platform-vs-waydev)

  ### 7. [GitLab](https://www.g2.com/products/gitlab/reviews)
By GitLab Inc.
**Average Rating:** 4.5/5
**Total Reviews:** 897
An open source web interface and source control platform based on Git.


Reviewers say compared to Jellyfish, GitLab is:
- Slower to reach roi
- Easier to set up
- Better at meeting requirements
Categories in common with Jellyfish: [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs GitLab](https://www.g2.com/compare/gitlab-vs-jellyfish-2025-10-22)
**Compare GitLab with other alternatives:**
- [GitLab vs Swarmia](https://www.g2.com/compare/gitlab-vs-swarmia)
- [GitLab vs Flow](https://www.g2.com/compare/appfire-flow-vs-gitlab)
- [GitLab vs LinearB](https://www.g2.com/compare/gitlab-vs-linearb)
- [GitLab vs Allstacks](https://www.g2.com/compare/allstacks-vs-gitlab)
- [GitLab vs DX](https://www.g2.com/compare/dx-platform-vs-gitlab)
- [GitLab vs Waydev](https://www.g2.com/compare/gitlab-vs-waydev)
- [GitLab vs Haystack](https://www.g2.com/compare/gitlab-vs-haystack-2020-05-26)
- [GitLab vs CloudBees](https://www.g2.com/compare/cloudbees-vs-gitlab)
- [GitLab vs Harness Platform](https://www.g2.com/compare/gitlab-vs-harness-platform)

  ### 8. [Haystack](https://www.g2.com/products/haystack-2020-05-26/reviews)
By Haystack Analytics
**Average Rating:** 4.8/5
**Total Reviews:** 11
Haystack aggregates activity in git to help you visualize trends, identify blockers, optimize code reviews and ship code faster.


Reviewers say compared to Jellyfish, Haystack is:
- Better at support
- More usable
- Better at meeting requirements
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs Haystack](https://www.g2.com/compare/haystack-2020-05-26-vs-jellyfish-2025-10-22)
**Compare Haystack with other alternatives:**
- [Haystack vs Swarmia](https://www.g2.com/compare/haystack-2020-05-26-vs-swarmia)
- [Haystack vs Flow](https://www.g2.com/compare/appfire-flow-vs-haystack-2020-05-26)
- [Haystack vs LinearB](https://www.g2.com/compare/haystack-2020-05-26-vs-linearb)
- [Haystack vs Allstacks](https://www.g2.com/compare/allstacks-vs-haystack-2020-05-26)
- [Haystack vs DX](https://www.g2.com/compare/dx-platform-vs-haystack-2020-05-26)
- [Haystack vs Waydev](https://www.g2.com/compare/haystack-2020-05-26-vs-waydev)
- [Haystack vs GitLab](https://www.g2.com/compare/gitlab-vs-haystack-2020-05-26)
- [Haystack vs CloudBees](https://www.g2.com/compare/cloudbees-vs-haystack-2020-05-26)
- [Haystack vs Harness Platform](https://www.g2.com/compare/harness-platform-vs-haystack-2020-05-26)

  ### 9. [CloudBees](https://www.g2.com/products/cloudbees/reviews)
By CloudBees
**Average Rating:** 4.4/5
**Total Reviews:** 621
Enabling the world’s biggest and brightest companies to transition from incoherent, disconnected DevOps to self-service, fast, secure workflows connecting software delivery to business outcomes.


Reviewers say compared to Jellyfish, CloudBees is:
- Slower to reach roi
- Better at meeting requirements
- More usable
Categories in common with Jellyfish: [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs CloudBees](https://www.g2.com/compare/cloudbees-vs-jellyfish-2025-10-22)
**Compare CloudBees with other alternatives:**
- [CloudBees vs Swarmia](https://www.g2.com/compare/cloudbees-vs-swarmia)
- [CloudBees vs Flow](https://www.g2.com/compare/cloudbees-vs-appfire-flow)
- [CloudBees vs LinearB](https://www.g2.com/compare/cloudbees-vs-linearb)
- [CloudBees vs Allstacks](https://www.g2.com/compare/allstacks-vs-cloudbees)
- [CloudBees vs DX](https://www.g2.com/compare/cloudbees-vs-dx-platform)
- [CloudBees vs Waydev](https://www.g2.com/compare/cloudbees-vs-waydev)
- [CloudBees vs GitLab](https://www.g2.com/compare/cloudbees-vs-gitlab)
- [CloudBees vs Haystack](https://www.g2.com/compare/cloudbees-vs-haystack-2020-05-26)
- [CloudBees vs Harness Platform](https://www.g2.com/compare/cloudbees-vs-harness-platform)

  ### 10. [Harness Platform](https://www.g2.com/products/harness-platform/reviews)
By Harness
**Average Rating:** 4.6/5
**Total Reviews:** 304
Harness is the first Continuous Delivery-as-a-Service platform that uses Machine Learning to simplify the entire process of delivering code from artifact into production – quickly, safely, securely, and repeatably.


Reviewers say compared to Jellyfish, Harness Platform is:
- Slower to reach roi
- Easier to admin
- More usable
Categories in common with Jellyfish: [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [Value Stream Management](https://www.g2.com/categories/value-stream-management)

**Compare:** [Jellyfish vs Harness Platform](https://www.g2.com/compare/harness-platform-vs-jellyfish-2025-10-22)
**Compare Harness Platform with other alternatives:**
- [Harness Platform vs Swarmia](https://www.g2.com/compare/harness-platform-vs-swarmia)
- [Harness Platform vs Flow](https://www.g2.com/compare/appfire-flow-vs-harness-platform)
- [Harness Platform vs LinearB](https://www.g2.com/compare/harness-platform-vs-linearb)
- [Harness Platform vs Allstacks](https://www.g2.com/compare/allstacks-vs-harness-platform)
- [Harness Platform vs DX](https://www.g2.com/compare/dx-platform-vs-harness-platform)
- [Harness Platform vs Waydev](https://www.g2.com/compare/harness-platform-vs-waydev)
- [Harness Platform vs GitLab](https://www.g2.com/compare/gitlab-vs-harness-platform)
- [Harness Platform vs Haystack](https://www.g2.com/compare/harness-platform-vs-haystack-2020-05-26)
- [Harness Platform vs CloudBees](https://www.g2.com/compare/cloudbees-vs-harness-platform)


---
## Jellyfish Alternatives FAQs

### What are the best alternatives to Jellyfish?

The best alternatives to Jellyfish are [Swarmia](https://www.g2.com/products/swarmia/reviews) (4.4/5 stars, 294 reviews), [Flow](https://www.g2.com/products/appfire-flow/reviews) (4.1/5 stars, 91 reviews), [LinearB](https://www.g2.com/products/linearb/reviews) (4.6/5 stars, 80 reviews), and [Allstacks](https://www.g2.com/products/allstacks/reviews) (4.5/5 stars, 57 reviews). These alternatives offer strong engineering productivity insights, integration capabilities, and user-friendly interfaces, with LinearB having the highest rating among them.



### What features do alternatives offer that Jellyfish does not?

Jellyfish lacks advanced AI-driven proactive insights and alerting for outliers and deviations, more detailed and customizable sprint and planning features, real-time data freshness especially for sprint metrics and open pull requests, flexible dashboard customization including custom reports and personalized views, deeper root cause analysis, and more granular user/group segmentation for visibility and permissions. It also does not currently support integration with calendars like Outlook or provide embedded tools for scenario planning such as milestones and projections.



### Which Software Development Analytics Tools tools do reviewers recommend instead of Jellyfish?

Reviewers recommend [Swarmia](https://www.g2.com/products/swarmia/reviews) for its ease of setup, intuitive UI, Slack integration, and actionable DORA metrics that enhance team visibility and productivity. [Flow](https://www.g2.com/products/appfire-flow/reviews) is praised for its user-friendly design, automation features, and comprehensive performance metrics that support individual and team growth. [LinearB](https://www.g2.com/products/linearb/reviews) is favored for its granular metrics, seamless GitHub and Jira integration, and excellent customer support that drives continuous improvement. [Allstacks](https://www.g2.com/products/allstacks/reviews) is valued for its strategic alignment capabilities, customizable dashboards, predictive forecasting, and strong customer support that help manage engineering work and delivery risks effectively.



### How does Jellyfish compare to Swarmia?

According to G2 data, [Jellyfish](https://www.g2.com/products/jellyfish-2025-10-22/reviews) holds a slight advantage in overall average rating with 4.5 stars from 427 reviews compared to Swarmia's 4.4 stars from 294 reviews. In dimension scores, Jellyfish leads in meeting requirements by 0.3 points (8.6 vs 8.3), better support by 0.2 points (9.2 vs 9.0), and ease of doing business by 0.6 points (9.6 vs 9.0). Conversely, Swarmia leads Jellyfish in usability by 0.5 points (8.8 vs 8.3), ease of setup by 0.8 points (8.9 vs 8.1), and ease of administration by 0.5 points (8.8 vs 8.3). User sentiment analysis reveals Jellyfish is praised for its metrics (71 mentions), team collaboration (65), and insights (58), while Swarmia is noted for metrics (38 mentions), ease of use (24), and Slack integration (19). Both platforms have cons around metrics issues and limited customization, but Jellyfish has more mentions of complex configuration and data management challenges, whereas Swarmia's cons include limited features and pricing concerns. Both products integrate well with Jira and GitHub, but Swarmia is highlighted for its Slack notifications and daily digests, enhancing real-time team communication. Jellyfish excels in providing comprehensive dashboards and detailed engineering metrics, including AI adoption insights. Overall, Jellyfish offers deeper analytics and broader feature sets, while Swarmia provides a more user-friendly setup and administration experience with strong Slack integration.



### Why do users choose Swarmia over Jellyfish?

Users choose [Swarmia](https://www.g2.com/products/swarmia/reviews) over Jellyfish primarily for its superior ease of setup and administration, with Swarmia scoring 8.9 and 8.8 respectively compared to Jellyfish's 8.1 and 8.3, reflecting a 0.8 and 0.5-point lead. Swarmia's user interface is noted for being intuitive and visually appealing, with 19 mentions praising its Slack integration, which provides actionable notifications and daily digests that enhance team communication and reduce noise. Swarmia's focus on delivering clear, actionable metrics without overwhelming users makes it attractive for teams seeking straightforward insights into pull request management, cycle times, and team progress. Its ease of use and quick onboarding experience enable teams to start gaining value rapidly. Additionally, Swarmia's free tier for small teams and competitive pricing appeal to startups and smaller organizations. The platform's emphasis on team-level trends rather than individual micromanagement aligns with modern agile practices, fostering collaborative improvement without creating pressure. These factors combined make Swarmia a preferred choice for organizations valuing simplicity, effective Slack integration, and rapid deployment over the more feature-rich but complex Jellyfish platform.




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