Best Software Development Analytics Tools for Jira - Page 2

​Athenian is a data-enabled engineering platform that provides end-to-end visibility for engineering leaders, enabling them to understand the "whys," make well-founded decisions, and align their teams with company goals. By offering insights into the delivery pipeline without focusing on individual metrics, Athenian fosters a culture of continuous improvement. Users have reported significant enhancements, including over 30% decrease in PR cycle time, a fivefold increase in release frequency, and more than 40% reduction in lead time within the first three months of use. It emphasizes richer insights by offering end-to-end visibility from ticket creation to production deployment, is team-focused to ensure organizational success, and is success-oriented with continuous coaching from experienced engineering leaders. Athenian integrates seamlessly with existing stacks and provides resources such as blogs, podcasts, and toolkits to support engineering leaders in achieving their goals.

monday dev is an integrated, agile-first development workspace designed to guide software teams from planning through release with powerful tools and real-time insights. It supports roadmap planning, sprint execution, and progress tracking using visual views like Kanban and Gantt, along with burndown and velocity charts. Roadmaps, epics, and issue dependencies are simplified through epic breakdowns and connected views. Deep GitHub and CircleCI integrations sync development workflows with source control and CI/CD, while automated sprint templates and Agile Insights dashboards, featuring metrics like planned vs. unplanned work, help streamline iteration. A built-in docs workspace centralizes team knowledge, and custom dashboards aggregate data from up to 50 boards for executive visibility. Automation recipes allow repetitive tasks to be quickly set up via intuitive triggers. Additional development-specific features include WIP limits, engineering performance dashboards, and more.

Get a deeper understanding of your software with Embold's profound analysis and intuitive visuals. Visually comprehend the size and quality of every component and fully understand the state of your software at a glance. Understand issues on a component level with rich annotations and see where they are located in your code. View and navigate through all ingoing and outgoing dependencies of your software components and learn how they influence each other. Quickly understand how to refactor and split complex components by using our innovative partitioning algorithms. The EMBOLD SCORE, calculated from four dimensions, tells you which components have the biggest impact on the overall quality and need to be solved first. Analyze your code’s structural design with the help of our unique set of anti-patterns on a class, functional, and method level. Embold utilizes several metrics ranging from cyclomatic complexity to coupling between objects to measure the quality of software systems.

Centralized source for metrics and data about the software development projects that matter to you. Bitergia Analytics collects data from 30+ different platforms to give you a holistic picture of the software development projects that matter to you. Bitergia Analytics provides you with a single source of information and saves you hours switching between different platforms to get the data and metrics you need. Identify users, contributors, and maintainers to discover influencers and find trends in your community. Understand software development processes like code review and issue management to improve efficiency and collaboration. Bitergia Analytics is 100% free, open-source software built on top of existing open-source tools like GrimoireLab, Elasticsearch, and Kibana. GrimoireLab is and will always be 100% free, open-source software. We embrace the paradigm and value of community.

Optimal AI’s flagship product, Optibot, is an on-demand AI agentic code reviewer that installs in GitHub, GitLab, or Bitbucket in under a minute to automatically catch bugs, security vulnerabilities, hard-coded credentials, and hidden risks, without ever storing your data or using it for model training. By building memory of your codebase and context-rich precision, Optibot reduces pull-request review times by up to 50 percent, frees senior engineers from repetitive checks, and boosts overall team throughput with real-time dashboards that surface cycle times, review performance, and productivity metrics. Beyond automated PR reviews, Optibot offers customizable agents for codebase complexity analysis, predictive maintenance, advanced bug detection, story-point estimation, and regulatory-change management, as well as integrations with JIRA for contextual reviews. Security-focused agents proactively scan for misconfigurations, race conditions, and vulnerabilities.

Expand DevOps success across the enterprise. Take the risk out of going fast and minimize friction to bring IT operations and development together. Simplify and scale enterprise DevOps while minimizing the risks of moving at speed. Connect teams to ServiceNow and speed up software development. Automate administrative tasks and bring ops and dev teams together. Extend DevOps value to quickly reach your business goals. Add connectivity, visibility, and traceability to existing toolchains, and drive collaboration with integrations. Automate change creation and approvals so you can deliver innovation at the pace your business needs, without compromising quality. Develop and deploy at speed while reducing risk. Automatically gather and connect information from the DevOps toolchain for app and infrastructure changes and maintain an audit trail, all in one place. Connect development tools to change management for automatic ticketing and approval.