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Top 10 Best Problem Tracking Software of 2026

Discover top 10 problem tracking software tools to streamline issue management. Compare features & find the best fit – start optimizing today.

Sarah Mitchell

Sarah Mitchell

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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In modern software development and project management, reliable problem tracking software is critical for maintaining workflow efficiency, resolving issues promptly, and aligning teams toward shared goals. With options ranging from agile-centric tools to all-in-one workspaces, choosing the right platform can transform how organizations manage bugs, tasks, and priorities—making this curated list an essential guide for stakeholders.

Quick Overview

  1. 1#1: Jira - Comprehensive issue and bug tracking platform with agile boards, workflows, and deep integrations for software teams.
  2. 2#2: GitHub Issues - Integrated issue tracking system tied to repositories for managing bugs, tasks, and feature requests seamlessly.
  3. 3#3: Azure DevOps Boards - Cloud-based work tracking tool with kanban boards, backlogs, and sprints for DevOps teams.
  4. 4#4: GitLab Issues - Built-in issue tracker within a full DevOps platform supporting epics, labels, and merge request integration.
  5. 5#5: Linear - Ultra-fast, keyboard-driven issue tracker designed for high-velocity software product development.
  6. 6#6: YouTrack - Intelligent issue tracker with agile boards, custom workflows, and AI-powered search for dev teams.
  7. 7#7: ClickUp - Versatile all-in-one platform with hierarchical issue tracking, custom fields, and automations.
  8. 8#8: Shortcut - Modern project and issue tracking tool focused on engineering workflows and roadmap planning.
  9. 9#9: Bugzilla - Powerful open-source bug-tracking system with advanced querying and reporting capabilities.
  10. 10#10: Redmine - Flexible open-source project management tool featuring issue tracking, Gantt charts, and wikis.

Tools were evaluated based on functionality depth, user experience, integration flexibility, and long-term value, ensuring a balanced assessment of top performers across diverse workflows and team needs.

Comparison Table

This comparison table outlines key features of popular problem tracking tools, including Jira, GitHub Issues, Azure DevOps Boards, GitLab Issues, Linear, and more. Readers will gain insights to assess workflow alignment, collaboration capabilities, and customization options, aiding in selecting the right software for their specific project needs.

1Jira logo9.4/10

Comprehensive issue and bug tracking platform with agile boards, workflows, and deep integrations for software teams.

Features
9.8/10
Ease
7.6/10
Value
8.7/10

Integrated issue tracking system tied to repositories for managing bugs, tasks, and feature requests seamlessly.

Features
8.8/10
Ease
8.5/10
Value
9.7/10

Cloud-based work tracking tool with kanban boards, backlogs, and sprints for DevOps teams.

Features
9.3/10
Ease
7.5/10
Value
8.8/10

Built-in issue tracker within a full DevOps platform supporting epics, labels, and merge request integration.

Features
8.7/10
Ease
7.8/10
Value
9.2/10
5Linear logo8.7/10

Ultra-fast, keyboard-driven issue tracker designed for high-velocity software product development.

Features
9.0/10
Ease
9.5/10
Value
8.0/10
6YouTrack logo8.6/10

Intelligent issue tracker with agile boards, custom workflows, and AI-powered search for dev teams.

Features
9.4/10
Ease
7.6/10
Value
8.2/10
7ClickUp logo8.3/10

Versatile all-in-one platform with hierarchical issue tracking, custom fields, and automations.

Features
9.1/10
Ease
7.4/10
Value
8.2/10
8Shortcut logo7.8/10

Modern project and issue tracking tool focused on engineering workflows and roadmap planning.

Features
7.5/10
Ease
9.2/10
Value
8.0/10
9Bugzilla logo7.6/10

Powerful open-source bug-tracking system with advanced querying and reporting capabilities.

Features
8.7/10
Ease
5.4/10
Value
9.8/10
10Redmine logo7.8/10

Flexible open-source project management tool featuring issue tracking, Gantt charts, and wikis.

Features
8.5/10
Ease
6.5/10
Value
9.5/10
1
Jira logo

Jira

enterprise

Comprehensive issue and bug tracking platform with agile boards, workflows, and deep integrations for software teams.

Overall Rating9.4/10
Features
9.8/10
Ease of Use
7.6/10
Value
8.7/10
Standout Feature

Advanced Automation rules that trigger actions across workflows, integrations, and issues without coding

Jira, developed by Atlassian, is a premier issue tracking and project management tool designed for software development teams to log, track, and resolve bugs, tasks, and problems efficiently. It supports customizable workflows, agile boards for Scrum and Kanban, and advanced reporting to monitor progress and identify bottlenecks. With deep integrations into CI/CD pipelines, version control systems, and collaboration tools, Jira serves as a central hub for problem tracking in complex projects.

Pros

  • Highly customizable workflows and issue types tailored for problem tracking
  • Robust reporting, roadmaps, and analytics for deep insights
  • Seamless integrations with 3,000+ apps including GitHub, Slack, and Jenkins

Cons

  • Steep learning curve due to extensive customization options
  • Interface can feel cluttered for simple use cases
  • Pricing scales quickly for large teams beyond free tier

Best For

Enterprise software development teams and agile organizations requiring scalable, customizable problem tracking with advanced reporting.

Pricing

Free for up to 10 users; Standard at $8.15/user/month; Premium at $15.25/user/month; Enterprise custom pricing (billed annually).

Visit Jiraatlassian.com
2
GitHub Issues logo

GitHub Issues

specialized

Integrated issue tracking system tied to repositories for managing bugs, tasks, and feature requests seamlessly.

Overall Rating9.0/10
Features
8.8/10
Ease of Use
8.5/10
Value
9.7/10
Standout Feature

Native linking of issues to pull requests and commits for end-to-end traceability in the development lifecycle

GitHub Issues is a robust issue tracking system integrated directly into GitHub repositories, enabling teams to report, discuss, and resolve bugs, feature requests, and tasks alongside their codebase. It supports features like labels, milestones, assignees, and rich discussions with markdown, attachments, and task lists. GitHub Projects extends this with customizable kanban boards, roadmaps, and automation via GitHub Actions, making it ideal for software development workflows.

Pros

  • Seamless integration with GitHub pull requests, code, and Actions for automated workflows
  • Powerful labeling, milestone, and assignee system with advanced search capabilities
  • Generous free tier including unlimited public/private repos for small teams

Cons

  • Limited advanced reporting and custom fields compared to dedicated tools like Jira
  • Kanban boards (Projects) lack some enterprise-level customization and scalability
  • Can become cluttered in very large repositories without disciplined organization

Best For

Development teams and open-source projects already using GitHub for version control who need lightweight, code-integrated issue tracking.

Pricing

Free for unlimited public/private repositories (with limits on collaborators/actions); paid plans start at $4/user/month for Pro/Team features like advanced Projects and security.

3
Azure DevOps Boards logo

Azure DevOps Boards

enterprise

Cloud-based work tracking tool with kanban boards, backlogs, and sprints for DevOps teams.

Overall Rating8.7/10
Features
9.3/10
Ease of Use
7.5/10
Value
8.8/10
Standout Feature

Hierarchical delivery plans providing cross-team, multi-project timeline views for visualizing bug resolution across sprints

Azure DevOps Boards is a comprehensive work item tracking tool within the Azure DevOps platform, enabling teams to manage bugs, tasks, and issues using customizable Kanban boards, backlogs, and sprints. It supports agile planning with hierarchical work items like epics, features, and bugs, along with advanced querying, dashboards, and real-time collaboration. As a problem tracking solution, it excels in linking issues to code changes, tests, and deployments for full traceability.

Pros

  • Highly customizable workflows, fields, and process templates tailored for bug tracking
  • Deep integrations with Azure Repos, Pipelines, and Microsoft tools for end-to-end traceability
  • Powerful analytics, dashboards, and query tools for issue trend analysis

Cons

  • Steep learning curve due to extensive features and configuration options
  • Interface can feel overwhelming for simple problem tracking needs
  • Pricing scales up quickly for larger teams or advanced usage

Best For

Agile development teams in the Microsoft ecosystem needing integrated problem tracking with repos, CI/CD, and testing.

Pricing

Free for up to 5 users and unlimited stakeholders; Basic plan $6/user/month; additional minutes and storage for pipelines/artifacts.

4
GitLab Issues logo

GitLab Issues

enterprise

Built-in issue tracker within a full DevOps platform supporting epics, labels, and merge request integration.

Overall Rating8.4/10
Features
8.7/10
Ease of Use
7.8/10
Value
9.2/10
Standout Feature

Direct conversion of issues into merge requests with automated CI/CD pipeline integration

GitLab Issues is an integrated issue tracking tool within the GitLab DevOps platform, enabling teams to manage bugs, tasks, feature requests, and more directly alongside code repositories. It supports agile workflows through customizable boards, labels, milestones, epics, and time tracking. Deep integration with GitLab's version control, merge requests, and CI/CD pipelines provides end-to-end visibility from issue creation to resolution.

Pros

  • Seamless integration with GitLab CI/CD and merge requests for full DevOps workflow
  • Powerful customization via labels, boards, epics, and milestones
  • Generous free tier with unlimited private issues and repositories

Cons

  • Interface can feel overwhelming for non-technical users or simple tracking needs
  • Limited standalone appeal outside GitLab ecosystem
  • Advanced analytics and SLAs require paid Premium or Ultimate tiers

Best For

Software development teams already using GitLab for version control and CI/CD who want tightly integrated problem tracking.

Pricing

Free tier for core issues; Premium at $29/user/month; Ultimate at $99/user/month for advanced features like epics and security dashboards.

5
Linear logo

Linear

specialized

Ultra-fast, keyboard-driven issue tracker designed for high-velocity software product development.

Overall Rating8.7/10
Features
9.0/10
Ease of Use
9.5/10
Value
8.0/10
Standout Feature

Lightning-fast keyboard shortcuts and real-time triaging that make handling hundreds of issues feel effortless

Linear is a streamlined issue tracking and project management platform built for modern software teams, excelling in bug tracking, feature requests, and task management. It offers customizable workflows, real-time collaboration, and tools like cycles for sprints and scopes for initiatives to keep projects on track. With deep Git integrations and powerful search, it helps teams triage and resolve problems efficiently.

Pros

  • Blazing-fast performance and responsive UI
  • Keyboard-driven shortcuts for rapid triaging
  • Flexible cycles and custom views for agile workflows

Cons

  • Limited native reporting and analytics tools
  • Workflow customization not as extensive as Jira
  • Pricing scales quickly for larger teams

Best For

Fast-moving software engineering teams prioritizing speed and simplicity in issue tracking over deep enterprise reporting.

Pricing

Free for small teams (up to 10 users); Standard at $8/user/month; Plus at $12/user/month; Enterprise custom.

Visit Linearlinear.app
6
YouTrack logo

YouTrack

specialized

Intelligent issue tracker with agile boards, custom workflows, and AI-powered search for dev teams.

Overall Rating8.6/10
Features
9.4/10
Ease of Use
7.6/10
Value
8.2/10
Standout Feature

Text-based command interface for rapid issue updates, linking, and state changes (e.g., 'fix verified #ABC-123')

YouTrack, developed by JetBrains, is a flexible issue tracking and project management tool tailored for software development teams. It enables comprehensive problem tracking through customizable workflows, agile boards, time tracking, and advanced reporting. The platform supports seamless integration with JetBrains IDEs and other tools, making it ideal for agile and DevOps processes.

Pros

  • Highly customizable workflows and fields without coding
  • Powerful search, filtering, and reporting capabilities
  • Deep integrations with JetBrains IDEs and CI/CD tools

Cons

  • Steep learning curve for complex customizations
  • Interface can feel overwhelming for non-technical users
  • Pricing escalates quickly for larger teams

Best For

Development teams needing deep customization and IDE integrations for agile issue tracking.

Pricing

Free for up to 10 users; Cloud plans start at $4.40/user/month (Standard) with Enterprise options; on-premises licensing available.

Visit YouTrackjetbrains.com
7
ClickUp logo

ClickUp

other

Versatile all-in-one platform with hierarchical issue tracking, custom fields, and automations.

Overall Rating8.3/10
Features
9.1/10
Ease of Use
7.4/10
Value
8.2/10
Standout Feature

Hierarchical task structure (Spaces > Folders > Lists > Tasks > Subtasks) enabling scalable, nested issue tracking

ClickUp is an all-in-one productivity platform that doubles as a flexible problem tracking solution through its customizable tasks, lists, and workflows designed for managing bugs, issues, and defects. It supports hierarchical organization with Spaces, Folders, and subtasks, allowing teams to set up dedicated issue boards with custom statuses, priorities, assignees, and dependencies. Additional features like automations, dashboards, and real-time collaboration make it suitable for tracking problems from reporting to resolution across development and support teams.

Pros

  • Highly customizable with custom fields, statuses, views, and automations tailored for issue tracking
  • Robust collaboration tools including comments, mentions, and real-time updates
  • Extensive integrations with tools like GitHub, Slack, and Jira for seamless workflows

Cons

  • Steep learning curve due to overwhelming feature depth and complexity
  • Performance can lag with very large workspaces or high task volumes
  • Advanced features locked behind higher-tier plans, limiting free plan utility

Best For

Development and support teams seeking a versatile, all-in-one platform that handles problem tracking alongside broader project management needs.

Pricing

Free plan for basics; Unlimited at $7/user/mo (annual), Business at $12/user/mo, Enterprise custom.

Visit ClickUpclickup.com
8
Shortcut logo

Shortcut

specialized

Modern project and issue tracking tool focused on engineering workflows and roadmap planning.

Overall Rating7.8/10
Features
7.5/10
Ease of Use
9.2/10
Value
8.0/10
Standout Feature

Frictionless story workflows with automatic status updates from GitHub PRs and issues

Shortcut (formerly Clubhouse) is a lightweight project management platform tailored for software development teams, enabling the creation and tracking of issues, bugs, features, and chores as 'stories' within customizable workflows. It supports agile methodologies with boards, iterations, epics, and roadmaps to visualize progress and prioritize problem resolution. Integrations with tools like GitHub, Slack, and Jira facilitate seamless issue tracking from code commits to team updates.

Pros

  • Intuitive interface with keyboard shortcuts for rapid navigation and editing
  • Strong agile support including iterations, epics, and velocity tracking
  • Excellent integrations with development tools like GitHub and Slack

Cons

  • Limited advanced reporting and custom fields compared to enterprise tools like Jira
  • No native time tracking or Gantt charts for detailed problem analysis
  • Scalability issues for very large teams with complex workflows

Best For

Small to mid-sized software development teams seeking a simple, agile-friendly alternative to heavier issue trackers.

Pricing

Free for up to 3 users; Standard plan at $9/user/month; Premium at $19/user/month (billed annually).

Visit Shortcutshortcut.com
9
Bugzilla logo

Bugzilla

specialized

Powerful open-source bug-tracking system with advanced querying and reporting capabilities.

Overall Rating7.6/10
Features
8.7/10
Ease of Use
5.4/10
Value
9.8/10
Standout Feature

Advanced query language with saved searches and dependency graphs for precise issue management

Bugzilla is a free, open-source web-based bug tracking system originally developed by Mozilla for managing defects, issues, and change requests in software development projects. It supports customizable workflows, advanced querying, dependencies between bugs, and detailed reporting to facilitate team collaboration. Widely adopted by large organizations like Red Hat and NASA, it excels in handling high volumes of issues across multiple products and components.

Pros

  • Completely free and open-source with no licensing costs
  • Highly customizable fields, workflows, and permissions
  • Powerful search, querying, and reporting for complex tracking

Cons

  • Dated, clunky user interface
  • Steep learning curve and complex setup requiring technical expertise
  • Self-hosted only, demanding ongoing maintenance

Best For

Technical teams in large organizations seeking a robust, customizable self-hosted solution for high-volume bug tracking without subscription fees.

Pricing

Free (open-source, self-hosted; optional enterprise support available)

Visit Bugzillabugzilla.org
10
Redmine logo

Redmine

other

Flexible open-source project management tool featuring issue tracking, Gantt charts, and wikis.

Overall Rating7.8/10
Features
8.5/10
Ease of Use
6.5/10
Value
9.5/10
Standout Feature

Flexible, role-based workflows and custom fields for tailoring issue tracking to any process

Redmine is a free, open-source project management and issue tracking web application built on Ruby on Rails. It excels in problem tracking by enabling customizable issue workflows, custom fields, priorities, and statuses across multiple projects. Additional features include Gantt charts, roadmaps, wikis, forums, time tracking, and integrations with version control systems like Git and SVN.

Pros

  • Completely free and open-source with no licensing costs
  • Highly customizable workflows, fields, and issue types
  • Strong multi-project support and SCM integrations

Cons

  • Complex installation and server maintenance required
  • Outdated, clunky user interface
  • Potential performance issues at scale without optimization

Best For

Technical teams or small organizations needing a free, self-hosted, highly customizable issue tracker without vendor lock-in.

Pricing

Free (open-source, self-hosted); optional paid hosting starts around $10/month.

Visit Redmineredmine.org

Conclusion

The reviewed tools showcase varied strengths, but Jira rises as the top choice, celebrated for its agile flexibility, robust workflows, and extensive integrations that suit diverse software teams. GitHub Issues excels with its seamless repo integration, and Azure DevOps Boards stands out for its cloud-based devops focus, making them compelling alternatives based on specific needs.

Jira logo
Our Top Pick
Jira

Elevate your problem tracking by trying Jira—its comprehensive features and adaptable design can help your team manage work more efficiently.