Best Software Development Analytics Tools for GitHub

Cortex

Cortex's internal developer portal (IDP) helps engineering teams drive adoption of best practices, improve visibility into services and infrastructure, and accelerate engineering productivity. With Cortex, engineering organizations can codify standards, manage service maturity, and reduce operational overhead, empowering developers to ship faster and more reliably. Trusted by high-performing engineering organizations, Cortex integrates seamlessly with existing tools to provide a centralized, actionable view of service health and ownership. • Within minutes, determine who owns each service with Cortex’s AI service ownership model across thousands of repositories. • Standardize golden paths using Workflows, enabling teams to scaffold new services & provision infrastructure in minutes. • Consistently uphold best practices and standards across your organization with automated Scorecards and targeted Initiatives. • Make informed, impactful actions based on real-time insights.

3 Ratings

Starting Price: Custom

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Jellyfish

Jellyfish, a leading Software Development Analytics platform, helps engineering, product, and finance leaders build healthier, higher-performing R&D teams. We surface actionable insights on team health, investment allocation, and delivery, while offering purpose-built solutions to improve developer experience, streamline software capitalization, and measure the impact of AI tools like Copilot, Cursor, and AmazonQ. Over 500 organizations and 11,000 engineering teams—including GoodRX, Varo, Priceline, and PagerDuty—trust Jellyfish to optimize engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co.

276 Ratings

Starting Price: Custom

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Typo

PeopleMint AI

Typo is an AI-driven software delivery management platform that enables tech teams with real-time SDLC visibility, automated code reviews & DevEx insights to code better, deploy faster & stay aligned with business goals. It connects with your existing tool stack (Git, Project management, CI/CD, Incidents, Slack, etc) within 30 seconds & provides: - Real-time SDLC visibility, DORA Metrics & Delivery Intelligence - Automated code reviews, vulnerabilities & auto-fixes - DevEx insights & predictive burnout zones Start your 14-day free trial today & join 1000+ high-performing engineering teams across the globe that are using Typo to ship reliable software faster.

5 Ratings

Starting Price: $16/month/user

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Waydev

What is Waydev? Waydev is a Git Analytics tool that helps engineering managers and executives move from a feeling-driven to data-driven leadership. Waydev analyzes your Git repos to aggregate real-time engineering performance insights and reports.

2 Ratings

Starting Price: $449 per year

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GitView

GitView is a git analytics solution for engineering leaders. Get the status of work across your engineering organization all in one view. You'll see code changes, pull requests, and reviews. Leverage meaningful metrics that help measure which code changes are actually impactful. Easy to read graphs and tables display impact scores and whether code changes are new work, churn, a legacy change (refactor), or a simple removal. Dig into DORA insights like deployment frequency, lead time for changes, and change failure rate. Visual displays of velocity, and extensive cycle time breakdown, help spot bottlenecks and improve efficiency. All data can be filtered by teams, contributors, repositories and more. We emphasize transparency & customizability. You have the ability to see how each data point is calculated. Plus, using Raw SQL, we offer you the power to create custom reports, dashboards, emailers, and notifications so you get the information you need the way you want!

1 Rating

Starting Price: $13 per developer per month

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Amazon CodeGuru

Amazon

Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code. Integrate Amazon CodeGuru into your existing software development workflow where you will experience built-in code reviews to detect and optimize the expensive lines of code to reduce costs. Amazon CodeGuru Profiler helps developers find an application’s most expensive lines of code along with specific visualizations and recommendations on how to improve code to save money. Amazon CodeGuru Reviewer uses machine learning to identify critical issues and hard-to-find bugs during application development to improve code quality.

1 Rating

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LinearB

We correlate and reconstruct Git, project and release data to provide real-time project insights and team metrics with zero manual updates or developer interruptions. LinearB’s Software Delivery Intelligence platform analyzes hundreds of signals every minute from your Git and project systems to highlight where you can do the most good for your team. Software Delivery Intelligence helps dev teams continuously accelerate delivery by correlating development pipeline data – code, git, projects, CI/CD – to provide visibility, context and workflow automation for every member of the team.

1 Rating

Starting Price: $15 per dev per month

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Code Climate

Velocity provides in-depth, contextual analytics that equip engineering leaders to support stuck team members, address team roadblocks, and streamline engineering processes. Actionable metrics for engineering leaders. Velocity turns data from commits and pull requests into the insights you need to make lasting improvements to your team’s productivity. Quality: Automated code review for test coverage, maintainability and more so that you can save time and merge with confidence. Receive automated code review comments on your pull requests. Our 10-point technical debt assessment provides real-time feedback, so you can save time and focus on what matters in your code review discussions. Get test coverage right, every time. See coverage line by line within diffs. Never merge code without sufficient tests again. At a glance, identify frequently changed files that have inadequate coverage and maintainability issues. Track your progress against measurable goals, day-by-day.

1 Rating

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Screenful

For a long time, project analytics was hard to understand and time-consuming. You’d have to export data from productivity tools into spreadsheets. Screenful is an analytics tool that automates all that manual work. Save time and get any metrics you need at a glance with stunning dashboards, custom charts, and scheduled reports. See what others are working on and what has been resolved recently. Track your story cycle time, see your average lead time, and spot bottlenecks. Track & eliminate waste! See how much work is done vs. left. Get forecasts based on your team's historical velocity. Share insights with public and private links. Send them via email or Slack on a custom schedule. Screenful enables easy integration of new tools and data sets. To create a custom chart, go to the Charts tab and click Add new chart on the top right corner. A modal is opened with a set of chart templates. You can either create a new chart from scratch or pick one of the predefined charts.

Starting Price: $43 per month

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Tara AI

Tara AI is a platform designed to help modern software teams manage and deliver across their product development lifecycle. Tara AI is reinventing the slow, antiquated and completely manual product development process that causes enterprises to lose billions of dollars annually through inefficiencies in project scoping. F500 companies have significant data in their project management systems, git version control and workforce directories. Tara AI connects to this data via an API, and using ML models, predicts how to build their software (technical tasks), how long projects should take (timeline) and who will execute (team) when starting a new project.

Starting Price: $8 per user per month

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Allstacks

Allstacks uses machine learning models to analyze SDLC data for delivery risks and projected outcomes for engineering leaders. Our value stream intelligence platform illuminates insights across all your projects and tools. We gather and analyze past work data and behavior from the tools your team is already using, like Jira, GitHub, and Bitbucket. Getting started takes less than two minutes. 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.

Starting Price: $400/per contributor per year

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Teamplify

Teamplify is a productivity tool for software development teams. Know your team's pulse with Team Analytics. Save precious meeting time with Smart Daily Standup. Always know how long tasks take with Effortless Time Tracking. Plan ahead with Time off in mind, thanks to built-in Time Off management. Works with your existing team tools - GitHub, Jira, Slack, Zoom, Google, and others - 12 integrations included.

Starting Price: $29 per workspace

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Faros AI

Faros AI connects the dots between your engineering data sources – ticketing, source control, CI/CD, and more – giving unprecedented visibility and insight into your engineering processes. Be amazed at what you can achieve with Faros AI. With Faros AI, engineering leaders can scale their operations in a more data-informed way — using data to identify bottlenecks, measure progress towards organizational goals, better support teams with the right resources, and accurately assess the impact of interventions over time. DORA Metrics come standard in Faros AI, and the platform is extensible to allow organizations to build their own custom dashboards and metrics so they can get deep insights into their engineering operations and take intelligent action in a data-driven manner. Leading organizations including Box, Coursera, GoFundMe, Astronomer, Salesforce, etc. trust Faros AI as their engops platform of choice.

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Logilica

Logilica is the software engineering intelligence platform for fast moving software development teams. Fusing DevOps and Git analytics Logilica enables software leaders with distributed teams to deliver faster, more predictably. One-click connectors and APIs to your existing platform tools to ingest engineering data without moving a finger or filling in a spreadsheet. Prebuilt reports and analytics for humans. Track and optimize your investment effort, risks, and delivery speed. Effortlessly, automatically. Benefit from our open ELT data pipeline to ingest your own data, define your own metrics and dashboards, and create custom insights in minutes. See predicted delays, where to unblock processes, and how to improve delivery flow.

Starting Price: $33/user/month

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Plandek

Plandek is an intelligent analytics platform that empowers software engineering teams and leaders to deliver value faster and more predictably. Celebrated by Gartner and Forrester as a 'leading global vendor', Plandek mines data from delivery teams’ toolsets and gives them the opportunity to optimise their delivery process using both intelligent insights and predictive analytics. Co-founded in 2017 by Dan Lee (founder of Globrix) and Charlie Ponsonby (founder of Simplifydigital), Plandek is based in London and currently services the UK, Europe, the Middle East and North America.

Starting Price: $1900 per month

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AnalyticsVerse

Increase visibility, eliminate blockers, and deliver faster. We correlate data from your Git repositories and project management tools and generate easy-to-understand reports with actionable metrics and insights. Spot bottlenecks within your teams and resolve them before they affect delivery. Look at things like cycle time of MRs, risky MRs, and higher team inactivity. Track process improvements and avoid having to guess whether your changes are actually working. Run a truly agile engineering team. You can easily identify overburdened or blocked developers in your team and help them out! Get the power of a BI tool without having to define and compute metrics. Also, create your own customized dashboards with metrics and visualizations that matter to you. Focus more on improving things at a team and project level without trying to improve and manage developer productivity. Understand the speed and stability of your projects through research-backed DORA Metrics.

Starting Price: $13.70 per month

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Hivel

Untangle those kinks in the process affecting your speed. Get your project running. To understand what's fact and what's not, track cycle time and monitor your progress. Identify those low-hanging fruits. What are the simple changes you can make in the process to speed up things? Where is the work getting stuck? Designed to anticipate risks. Watch out for those Hot Fix Pull Requests bypassing the review process and easily tracking those risky PRs. Easy to use and customize. All our metrics are customized to meet your team's structure and process. Build high-performing teams with a data-driven culture. Continuously Improve (CI) with team-based metrics, identify your team's skills, not just their roles. Data-driven culture helps with team retention, happiness, and overall success. Encourage collaboration, identify knowledge silos, find their 'peak' times. Invest in your team's learning and development based on their skill gaps and interests. ‍

Starting Price: $20 per month

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Swarmia

Swarmia is an engineering effectiveness platform that gives software development leaders, managers, and teams visibility across three key areas: business outcomes, developer productivity, and developer experience. It connects with the platforms your engineering teams are already using: source code hosting, issue tracker, and chat. With Swarmia, you'll stay on top of strategic initiatives, measure key engineering metrics (including DORA and SPACE), and drive continuous improvement in teams.

Starting Price: $20 per month

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Hatica

Engineering Analytics to boost developer productivity -- Hatica equips engineering teams with work visibility dashboards, actionable insights, and effective workflows to drive team productivity and engagement in remote and in-office environments alike. Free forever plans to help you get started quickly. Features: - Engineering metrics dashboards - 100+ metrics from 20+ apps including GitHub, Jira, Slack, Zoom, Google Workplace - Remote work insights - Aggregated work overview, sprint and retro dashboards - DORA metrics, CI/CD performance insights and code review analytics - Collaboration analytics - Team Goals based on dev metrics - Async stand-ups and developer check-ins via Slack and Email - Code quality metrics - Automated Code reviews

Starting Price: $15/month/user

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Adadot

Just as a fitness tracker helps you understand if you are getting results, Adadot focuses on boosting your performance as a developer. Increase shipping velocity, code quality and collaborate better than ever before without risking your wellbeing. Privacy safeguards like de-identification, aggregation, or differential privacy by default. Always be confident that the right people have access to the right data through fully customisable access levels. Adadot plugs into tools that you are already using and unearths insights you have never seen before. If you can’t measure it you can’t improve it. Compare personal and team best to the most elite developers globally. For the first time ever you can contrast and compare over time and against your peers. Never overwork yourself or your team again with Adadot’s intuitive alerts and recommendations. Adadot plugs into tools that you are already using and unearths insights you have never seen before. If you can’t measure it you can’t improve it.

Starting Price: $10 per user per month

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Keypup

Keypup's Development Intelligence layer puts engineering operations insights at the front. It helps explore, interpret and configure real-time development data into fully customizable insights — reports, charts, cards, KPIs widgets, and dashboards — to enable immediate contextualization, better governance, and higher growth across the organization. Striving to be the global leader in development intelligence, Keypup enables engineering teams and software development stakeholders at all levels to gain a better understanding of their development efforts, thus facilitating the scaling of their technical organizations without compromising quality or efficiency, ultimately leading to faster time to market with sustained growth.

Starting Price: $99 per month

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ALTO

Brilliant Consulting

ALTO is an app for Slack that integrates with GitHub, Gitlab, and JIRA to improve your dev team productivity, gain visibility into the day-to-day work, and help build up healthy habits from day one! Receive Slack messages (DM or channel) about merge requests and pull requests that are pending merge to default branch and been waiting for too long. Promote one of the key Continuous Delivery practices - smaller changes shipped more frequently. ALTO collects Merge Request analytics and feedback about day-to-day work, combined with DORA metrics, giving YOU a full view of the dev team in a single place. This means you don’t have to waste time digging through this data. Set YOUR goals based on YOUR historical data, not some “industry standard”. This baseline helps team to be 5% better this sprint, then last sprint. Continuously improve team’s ways of working and align with the entire tech organization.

Starting Price: $8 per user per month

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Middleware

Middleware frees engineering managers from repetitive follow-ups to ensure smooth product delivery, and identification of workflow bottlenecks so they can remove any hiccups for their team. Middleware sits on top of the team's existing tools like GitHub, Calendar, and Jira and provides managers actionable insights to run their team efficiently and prevent their engineers from burning out. Single view which highlights areas to act on whether it is a delivery issue or a people issue. We bring insights using your PRs to find out which reviewer is the bottleneck or whether the team is just waiting long for reviews or reworking every code change. Spot if your team is too stretched on calls and deliveries to prevent burnout or boredom. Middleware 1:1s give you a look at the developer's performance and allow you to keep track of their growth areas and goals, hence helping you to grow your engineer as best you can.

Starting Price: $16 per month

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Maxium

Going beyond lines of code or the number of commits. Teams attempting to track developer productivity are more likely to complete their assigned tasks on time. The median S&P500 company suffers from significant losses per employee due to low productivity. More than one-third of engineering leads found it difficult to measure developer efficiency accurately. Standardized evaluation mechanism, irrespective of how diverse your tech stack is, to provide an accurate measurement of shipping velocity. Get access to a custom-built dashboard to track the shipping velocity of your engineers across different teams. We standardize the code evaluation mechanism across different programming languages. We provide you with an engineer performance index by which we compare your engineers with your industry peers of the same attributes. Understand how much of your engineers' time goes to fixing bugs or unplanned work.

Starting Price: Free

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Axify

Axify offers innovative features based on the latest trends and research in software engineering, designed by a development team for development teams. Our algorithm creates accurate delivery estimates based on your team's activity while giving you valuable insights into process issues that may impact delivery times. Quickly see what your teams are working on, how much time is allocated to development activities, and task alignment with corporate objectives. Get all your engineering metrics in one place to make informed decisions, align your development teams, and improve your software delivery processes. By automatically collecting data across your entire software development lifecycle, you'll get a clearer picture of your team's progress, allowing you to prioritize more effectively. Monitor engineering metrics and key performance indicators. Get an overview of resource allocation in your development team.

Starting Price: $500 per month

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devActivity

Empower your software engineering project with actionable insights and engaging gamification features. Optimize engineering processes, identify bottlenecks, and track team performance with actionable insights, ensuring projects stay on track and deliver high-quality results. Empower your team with actionable insights, gamified motivation, and clear performance metrics for increased engagement and productivity. Get 360-degree visibility into your engineering team’s performance, identify bottlenecks, and make data-driven decisions to optimize delivery and drive business growth. Simply install the free GitHub app to get granular visibility on the dev process. Zero manual input, let your team keep working on project goals. Unlock rich-context AI-driven insights and recommendations with just 2 clicks. We gather Git metadata, including the type of activity (such as commits and pull requests), timestamps, and author information.

Starting Price: $10 per month

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minware

Connect code, tickets, and more for total software development visibility, all in one place. Scrum sprint completion, estimate accuracy, lead time, kanban work-in-progress, and more. Dev time, cost capitalization, R&D credits, project completion, and more. Bug SLAs (MTTR), change failure rate, review thoroughness, total bug load, and more. PR cycle times, ticket lead times, time in status, context switching, flow efficiency, and more. All out-of-the-box reports are built on top of the minQL query language and are fully editable. Access any field from any data source to create custom metrics with powerful formulas, including custom event cycle times. Set goals and track progress toward predictable software delivery with minware’s library of scorecard metrics. Measure code and ticket best practices like using pull requests, thorough code reviews, linking branches to tickets, and more.

Starting Price: $25 per month

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Astronuts

Astronuts is an AI-powered code review platform designed to streamline the development process by automating code reviews and bug fixes. Developers can initiate code analysis with a simple command, receiving line-by-line smart comments and auto-fix suggestions. The platform offers features such as pull request summaries, code quality metrics, and change logs, all accessible through a user-friendly interface. Astronuts integrates seamlessly with GitHub, allowing teams to monitor pull request batch sizes and code health metrics, thereby reducing code review time and minimizing bugs. The platform also provides real-time chat for code-related queries, configurable behavior settings, and gateway rules to enforce code quality standards. With support for multiple programming languages and build systems, Astronuts caters to diverse development environments. The platform offers a free trial with $5 in credits, enabling teams to experience its benefits without initial costs.

Starting Price: $8 per month

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DevDynamics

The all-in-one engineering management platform with metrics, AI insights, developer surveys and automations. ‍Metrics like DORA, cycle time, and flow. Measure velocity, quality, productivity and more. Connect all the tools from your tech stack. Integrations with GitHub, Jira, CI/CD, PagerDuty and more. Create custom metrics easily with our metric builder UI. Set up dashboards to match your engineering org’s needs. Understand things that require attention like bottlenecks, best practices, team issues etc. ‍Get reports covering important metrics and insights for your teams. Configure reports to stay informed on your team’s progress and priorities. ‍Understand how your team’s time is spent—whether on new features, KTLO, or unplanned work. See engineering costs to deliver important initiatives and client work.

Starting Price: $15 per contributor per month

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Teambit

Empower your team with insights that boost productivity and drive quality development. Teambit is a SEI platform that provides complete visibility into team performance, empowering everyone, from leaders to developers, to make data-driven decisions. Seamlessly integrate with your existing tools to gather all essential information in one place. Monitor key metrics like DORA to uncover bottlenecks and identify areas for improvement. Provide unified visibility for leaders, developers, and product managers, ensuring everyone is aligned and working towards the same goals. Teambit adapts to the unique processes of your team, enhancing productivity without disrupting how your team works. Teambit brings together data from all your development tools to provide actionable insights in one central hub. Teambit is easy to implement, pulling in historical data to give your team a complete view from day one.

Starting Price: $19 per month

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Best Software Development Analytics Tools for GitHub

Compare the Top Software Development Analytics Tools that integrate with GitHub as of July 2025

What are Software Development Analytics Tools for GitHub?

Cortex

Jellyfish

Typo

Waydev

GitView

Amazon CodeGuru

LinearB

Code Climate

Screenful

Tara AI

Allstacks

Teamplify

Faros AI

Logilica

Plandek

AnalyticsVerse

Hivel

Swarmia

Hatica

Adadot

Keypup

ALTO

Middleware

Maxium

Axify

devActivity

minware

Astronuts

DevDynamics

Teambit

Best Software Development Analytics Tools for GitHub

Compare the Top Software Development Analytics Tools that integrate with GitHub as of July 2025

What are Software Development Analytics Tools for GitHub?

Cortex

Jellyfish

Typo

Waydev

GitView

Amazon CodeGuru

LinearB

Code Climate

Screenful

Tara AI

Allstacks

Teamplify

Faros AI

Logilica

Plandek

AnalyticsVerse

Hivel

Swarmia

Hatica

Adadot

Keypup

ALTO

Middleware

Maxium

Axify

devActivity

minware

Astronuts

DevDynamics

Teambit

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