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Top Rated Bug Tracking Software with Reporting/Analytics in 2026

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Verified reviewer profile picture

All user reviews are verified by in-house moderators and provider data by our software research team.  Learn more

Last updated: April 2026

Reporting and analytics in bug tracking software provide insights into project progress, issue resolution, and team performance. They help track errors, visualize data, generate detailed reports, and improve overall project management. Our reviewers in bug tracking software rated this feature as important.

3 Best Bug Tracking Software with Reporting/Analytics

  • Jira
  • GitHub
  • Asana - Highest rated for reporting/analytics

See other top Bug Tracking products with reporting/analytics

How we picked the 3 top rated products

We chose the high-performing solutions on this list based on verified user ratings on our site. Depending on available data, qualifying products either had to be among the most user-reviewed or the most searched-for products in the bug tracking software category. They also needed to have sufficient reviews about reporting/analytics, have a minimum user rating of 3 out of 5 for that feature, and show evidence of U.S. market presence. We then added a distinction for the product with the highest rating for reporting/analytics based on our proprietary ratings and reviews. Sponsorship or client status has no influence on the selection of these products, but it may impact the order in which products appear.

Details for the 3 best products

Jira logo
4.4
(15.3K)
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User insights about the reporting/analytics feature

Reviewers indicate that Jira's reporting/analytics capabilities are robust and versatile, with numerous options for visualizing data, such as burndown charts, sprint reports, and cumulative flow diagrams. They find the customizable dashboards helpful for tracking project progress and team performance. However, some users feel the reporting can be complex and may require additional plugins for enhanced functionality. They also appreciate the integration with BI tools for advanced reporting.
“The analytics function of Jira is extremely inciteful for any project leader. Some of the key reporting aspects are burndown charts, velocity reports, sprint report, burnup charts, and cumulative flow diagram. The cumulative flow diagram can help project leadership discover where bottlenecks are at in the software development lifecycle. The burndown charts, velocity reports and burnup charts can guide a project leader where to coach a team. Cons of these reports: These reports can be difficult to read if the project leader is newer and does not have formal training. ”
Verified reviewer profile picture

Vince B.

Scrum Master

“There are out of the box reports in JIRA which allows your (as Product owner) and your leadership clear insights and visibility about the project progress. Few examples of reports, that are used by me and my team, are Burndown charts, Sprint report, User workload report etc. It's extremely helpful.”
Verified reviewer profile picture

Shivani S.

Product Owner

Bug Tracking key features coverage

Jira offers 5 out of the 6 key features for Bug Tracking software identified by reviewers:

Bug/Issue Capture4.7
Task Progress Tracking4.6
Access Controls/Permissions4.4
Task Management4.6
Ticket Management
Collaboration Tools4.4

Pros and cons based on 15,308 verified reviews

55% of users rated Jira 5 out of 5 stars, while 1% gave it 1 or 2 stars. To determine these pros and cons insights we analyzed 15,308 reviews and identified the topics where users expressed positive and negative sentiment.

Pros:

Comprehensive project tracking

Effective sprint management

Enhanced team collaboration

Extensive integration options

Support for agile development

Cons:

Frequent performance issues

Complex navigation

Challenging issue management

Inefficient search and filter

Complicated setup configuration

See pros and cons details

Pricing

Starting price:$7.91 per user/per month|Free version:Available|Free trial:Available

Prices may vary depending on the number of users and features.

GitHub logo
4.8
(6.1K)
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User insights about the reporting/analytics feature

Reviewers find GitHub's reporting/analytics capabilities useful for tracking code contributions, commits, and pull requests. They appreciate the ability to generate charts and reports, which help in identifying issues and tracking project progress. However, some users feel the built-in analytics are limited and prefer using third-party tools for more detailed analysis. They also mention the integration with other software like Slack for real-time notifications and reporting.
“GitHub has various types of analytics, from number of contributions to commits and pulls. This brings perspective on work being done, how and when and this data is also actionable.”
Verified reviewer profile picture

Charles R.

Software engineer

“GitHub's interface enables you to see details of work done, lines of data and size, dates of creation and many other important elements useful for analytics.”
Verified reviewer profile picture

Jeremiah A.

Software Developer

Bug Tracking key features coverage

GitHub offers 5 out of the 6 key features for Bug Tracking software identified by reviewers:

Bug/Issue Capture4.4
Task Progress Tracking4.5
Access Controls/Permissions4.6
Task Management4.5
Ticket Management
Collaboration Tools4.6

Pros and cons based on 6,152 verified reviews

78% of users rated GitHub 5 out of 5 stars, while 0% gave it 1 or 2 stars. To determine these pros and cons insights we analyzed 6,152 reviews and identified the topics where users expressed positive and negative sentiment.

Pros:

Support for open source projects

Enhanced team collaboration

Strong community support

Robust version control

Effective code collaboration

Cons:

Challenges with code merging

Search and navigation issues

Problems with issue management

File management limitations

Complex command line interface

See pros and cons details

Pricing

Starting price:$4 per user/per month|Free version:Available|Free trial:Available

Prices may vary depending on the number of users and features.

Asana logo
4.5
(13.5K)
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User insights about the reporting/analytics feature

Reviewers appreciate Asana's detailed and customizable reporting/analytics capabilities. They find the dashboards easy to understand and helpful for tracking project progress, team performance, and task completion rates. Users report that Asana's variable grouping and wide scope of chart options enhance their analysis. However, some feel the reporting could be more visual and streamlined. They also mention the integration with other apps for comprehensive data analysis.
“Asanas reporting dashboard makes it easy to keep track of project reporting updates and send update reminders to my team. The dashboard is fully customizable too which allows us to easily review critical data in real time. ”
MM

Maddie M.

Marketing Manager

“It allows me to generate reports on project progress, team performance, and task completion rates”
NW

Nick W.

Director

Bug Tracking key features coverage

Asana offers 5 out of the 6 key features for Bug Tracking software identified by reviewers:

Bug/Issue Capture4.6
Task Progress Tracking4.6
Access Controls/Permissions4.5
Task Management4.7
Ticket Management
Collaboration Tools4.6

Pros and cons based on 13,544 verified reviews

59% of users rated Asana 5 out of 5 stars, while 2% gave it 1 or 2 stars. To determine these pros and cons insights we analyzed 13,544 reviews and identified the topics where users expressed positive and negative sentiment.

Pros:

Comprehensive project tracking

Enhanced team collaboration

Efficient task organization

Effective employee management

Cons:

Overwhelming email notifications

High premium costs

Complex user experience

See pros and cons details

Pricing

Starting price:$10.99 per user/per month|Free version:Available|Free trial:Available

Prices may vary depending on the number of users and features.

Other Top Rated Bug Tracking Software with Reporting/Analytics in 2026

Jira logo
Category Leaders

Project management and work tracking software

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Jira is project tracking software that helps every team collaborate to plan, track, and release work by breaking down big ideas into achievable steps. Jira offers features like task organization, work alignment to goals, customizable workflows, and real-time data insights to optimize outcomes.

Read more about Jira

Users also considered
Asana logo
Category Leaders

Project tracking and workflow management platform

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Asana is a bug tracking tool where you can connect all your work in one place and bring teams together, anywhere. From lists to boards, to calendars and gantt charts, organize work your way. Join millions of teams across 190 countries who use Asana to get more done.

Read more about Asana

Users also considered
GitHub logo

Social coding & collaborative development platform

learn more
GitHub is a place to share code with friends, co-workers, classmates, and complete strangers, helping individuals and teams to write faster, better code

Read more about GitHub

Users also considered
ClickUp logo
Category Leaders

Productivity platform for marketing agencies

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ClickUp is a productivity platform that helps businesses combine project management tools, AI capabilities, and collaboration features in a unified workspace. The system can integrate tasks, documents, goals, and chat functionality while offering AI-based agents that automate workflows and answer questions. ClickUp serves teams across various departments with enterprise-grade security certifications including SOC 2 Type II, ISO 27001, GDPR, and HIPAA compliance.

Read more about ClickUp

Users also considered
Wrike logo
Category Leaders

AI powered workflow management platform

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Track and resolve bugs quickly with Wrike's work management software. Use detailed custom request forms to auto-assign bugs to relevant teams. Track progress with personalized workflows and use powerful reporting tools to showcase resolved cases.

Read more about Wrike

Users also considered
Zoho Projects logo
Category Leaders

Project Management, Collaboration and Bug Tracking

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Record and track product bugs until they are fixed with Zoho Projects. Set up proper escalations and ship great products, every time.

Read more about Zoho Projects

Users also considered
BrowserStack logo

The modern test stack

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BrowserStack is the leading test platform built for developers & QAs to expand test coverage, scale & optimize testing with cross-browser, real device cloud, accessibility, visual testing, test management, and test observability.

Read more about BrowserStack

Users also considered
JIRA Service Management logo

IT service platform for unified support

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JIRA Service Management is an AI-based platform that unites teams to deliver exceptional service experiences. It helps managers scale support across IT, HR, engineering, and customer service with customizable help centers, automated workflows, and self-service tools. Featuring virtual agents and integration with Atlassian's teamwork graph, it connects people, work, and goals while reducing disruptions and improving incident resolution.

Read more about JIRA Service Management

Users also considered
Shortcut logo
Category Leaders

Project management platform for software development teams

learn more
Shortcut is a web-based project management platform built to meet the workflow needs of software development teams, allowing users to create stories to define project tasks, objectives and epics, while visualizing work with drag and drop Kanban boards, charting reports and automating via API access

Read more about Shortcut

Users also considered
Zoho Sprints logo

Agile project management for software development teams

learn more
Zoho Sprints is a collaborative, agile project planning & tracking solution for agile teams, with scrum, agile reports, & native mobile apps for iOS and Android

Read more about Zoho Sprints

Users also considered
Caspio logo

Build online database applications without coding.

learn more
Caspio is the world’s leading LOW-CODE platform for building online database applications without having to write code.

Read more about Caspio

Users also considered
Open DevOps logo

Open DevOps is mission control for your DevOps toolchain.

learn more
Atlassian Open DevOps is mission control for your DevOps toolchain, providing flexibility of a custom toolchain with the coordination of an all-in-one.

Read more about Open DevOps

Users also considered
Rollbar logo

Full-stack bug and issue tracking for web and mobile apps

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Error monitoring & tracking tool that helps software developers, DevOps, QA, and Support engineers release better quality code faster. Instrument Rollbar SDK with your code to handle exceptions and collect data for debugging. Supports JavaScript, Ruby, Python, Java, .NET, iOS, Android, Go, and more.

Read more about Rollbar

Users also considered
ProWorkflow logo

Your go to platform for projects, task, and time management.

learn more
Use ProWorkflow to track your tasks, billable hours and client communications, to create quotes and invoices, share files, manage client projects and more. Signup for a free trial today!

Read more about ProWorkflow

Users also considered
Issuetrak logo

Issue tracking and workflow automation platform

learn more
Issuetrak is an issue tracking and workflow management software designed for service-driven industries including manufacturing, healthcare, and finance. The platform features omnichannel ticket submission, automated issue assignment, customizable task flows, and a comprehensive knowledge base for information management. Organizations can deploy Issuetrak either on-premises or via cloud hosting to streamline customer support operations and complaint management processes.

Read more about Issuetrak

Users also considered
CaseCamp logo

Project management solution

learn more
CaseCamp is a cloud-based project management solution that allows users to create unlimited projects, assign them to people and track the money spent on particular tasks.

Read more about CaseCamp

Users also considered
GoodDay logo
Category Leaders

Cloud-based work management platform for firms of all sizes

learn more
GoodDay is a cloud-based work management platform designed to help businesses of all sizes manage project planning, product management, task organization, progress tracking and collaboration. The platform includes an interactive dashboard that enables users to view, plan, schedule and execute tasks.

Read more about GoodDay

Users also considered
New Relic logo

Performance testing and monitoring management software

learn more
Efficient bug tracking with real-time monitoring and full-stack insights, crafted for software engineer practitioners.

Read more about New Relic

Users also considered
Backlog logo
Category Leaders

Online project management tool for developers

learn more
Backlog is an all-in-one online project management tool for developers, with bug tracking, issue tracking, wiki, version control, gantt charts & burndown charts

Read more about Backlog

Users also considered
Smartlook logo

Qualitative analytics for websites and mobile apps

learn more
Smarlook is a qualitative analytics solution for websites & mobile apps with always-on recordings, heatmaps, automatic event, & funnels

Read more about Smartlook

Users also considered
Luciq logo

Luciq is the Agentic Observability Platform for Mobile.

learn more
AI-powered insights built for mobile teams, enabling faster debugging, proactive issue detection, and seamless releases that meet rising user expectations at scale.

Read more about Luciq

Users also considered
Userback logo

Understand what users want, and build what they love.

learn more
Userback is a visual bug tracking tool that helps you collect user feedback with video and annotated screenshots. Stop wasting time with emails and 3rd party tools and manage feedback for all your websites and applications in one place.

Read more about Userback

Users also considered
Sentry logo

Track exceptions with modern error logging

learn more
Sentry provides error tracking and crash reporting so every developer can instantly see how their production code affects real users and automatically triage and resolve issues as part of their existing workflow. Sentry aggregates and adds important context to stack traces and tells you the users, services, and servers that were affected.

Read more about Sentry

Users also considered
YouTrack logo

Cloud-based project management tool designed for agile teams

learn more
YouTrack is a powerful project management tool that streamlines work and boosts productivity for teams of any size. It offers features like task management, collaboration tools, AI-powered assistance, knowledge base management, customizable Agile boards, time tracking, Gantt charts, detailed reporting, and a helpdesk solution. YouTrack adapts to the needs of various teams, from software development and DevOps to HR and marketing, helping them complete tasks and deliver great products.

Read more about YouTrack

Users also considered
Marker logo

Visual bug reporting tool

learn more
Marker.io is a visual bug tracking tool which enables users to capture & report visual bugs, ideas & tasks in Jira, Trello, GitHub, Gitlab, Asana, & more

Read more about Marker

Users also considered

Key features for Bug Tracking software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Bug/Issue Capture: Reviewers appreciate detailed issue tickets with customizable fields for efficient tracking, prioritization, and integration with other tools, enhancing overall project visibility. 96% of reviewers rated this feature as important or highly important.
  • Task Progress Tracking: Users value the ability to monitor task status, identify blockers, and adjust plans with customizable workflows, ensuring timely project completion and effective team communication. 95% of reviewers rated this feature as important or highly important.
  • Access Controls/Permissions: Reviewers highlight granular control over user access, ensuring only authorized individuals can make changes, enhancing security and maintaining project integrity. 93% of reviewers rated this feature as important or highly important.
  • Task Management: Users find the creation, assignment, and prioritization of tasks straightforward, with features like dashboards, Kanban boards, and customizable fields supporting efficient workflow management. 93% of reviewers rated this feature as important or highly important.
  • Ticket Management: Reviewers note the ease of creating, assigning, and tracking tickets, with customizable workflows and priority settings improving team efficiency and ensuring timely issue resolution. 91% of reviewers rated this feature as important or highly important.
  • Collaboration Tools: Users appreciate the seamless communication and task assignment features, integration with other tools, and the ability to share and edit documents in real-time, enhancing teamwork and productivity. 90% of reviewers rated this feature as important or highly important.