Best Software Development Analytics Tools for Startups

Cortex is the enterprise Internal Developer Portal built to accelerate the path to engineering excellence. Abstract away complexity for developers with a single interface for all their engineering tools, templates, and tasks. By providing a clear view into the health and state of every software component, Cortex helps engineering teams drive progress to goals, optimize productivity, reduce technical debt, and build efficient software and teams. Cortex unites data from all of your existing tools to: -Reduce time-to-find in onboarding as well as development and trouble-shooting using auto-updating software catalog -Keep ownership of software up to date, even when teams shuffle or people leave the company -Ensure alignment to standards of excellence, and accelerate initiatives of quality and consistency using scorecards -Abstract away effort once spent gathering context, searching for standards, and waiting in approval queues to improve developer productivity

Jellyfish, the leading Software Engineering Intelligence Platform, enables engineering, finance and business leaders to build more effective R&D organizations by uncovering actionable insights on team health and performance, investment allocations, and delivery. Jellyfish offers solutions aimed at improving developer experience, simplifying software capitalization and understanding the impact of AI coding tools. More than 500 organizations including Clari, Hootsuite, Priceline and PagerDuty trust Jellyfish to optimize their engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co.

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.

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!

Track software deployments through your remote team's complete DevOps stack. Improve uptime and stop change-related incidents before they ship. Provide you and your stakeholders visibility into the value of your releases with historical metrics and dashboards highlighting performance trends over time. Get full visibility and reporting across your team’s entire DevOps stack.

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.

Pluralsight Flow optimizes software delivery with actionable insights from your code repos and agile tools. Increase your team's product delivery speed by identifying and mitigating developer friction and building healthy development patterns. Flow gives you unmatched visibility into your team’s workflow patterns so you can identify bottlenecks, compare trends and help your team be as effective as possible.

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.

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.

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.

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

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.

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.

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.

Codacy is an automated code review tool that helps identify issues through static code analysis, allowing engineering teams to save time in code reviews and tackle technical debt. Codacy integrates seamlessly into existing workflows on your Git provider, and also with Slack, JIRA, or using Webhooks. Users receive notifications on security issues, code coverage, code duplication, and code complexity in every commit and pull request along with advanced code metrics on the health of a project and team performance. The Codacy CLI enables running Codacy code analysis locally, so teams can see Codacy results without having to check their Git provider or the Codacy app. Codacy supports more than 30 coding languages and is available in free open-source, and enterprise versions (cloud and self-hosted). For more see https://www.codacy.com/

Ship faster and improve team satisfaction with engineering analytics powered by your GitHub data. Analyze pull requests on the team level and get “NorthStar” metrics like cycle time, deployment frequency, and change failure rate to help you improve delivery. Quickly find bottlenecks like code review, experiment with changes like smaller pull requests or automated tests, and see the result.

Find your high points and overcome hidden bottlenecks. Actionable insights to improve efficiency and agile velocity in every stage of your DevOps lifecycle. Connect data across Jira, Jenkins, GitHub, GitLab, Azure DevOps, SonarQube & many more. Software metrics and insights for agile velocity, quality, security and data hygiene. Customizable dashboards with the ability to roll up or drill down into details. Build high-quality products faster, deliver customer-centric outcomes. Improve data hygiene, drive process efficiency. Build a culture of collaboration and appreciation, improve retention. Monitor quality of requirements definition, acceptance criteria, agile sprint plans. Automate issue routing & task reminders, reduce unproductive wait times. Early risk warnings on sprint slips. Make decisions based on customer impact. Timely reminders to accelerate PR reviews & merges, improve velocity. Conditionally automate repeated task sequences, reducing cognitive overload.

Echoes gives you comprehensive insights into your teams and control over your projects delivery. Visualize your organization's delivery status at a glance. Echoes connects the dots across your different development tools to provide a consolidated overview of your project portfolio. No more need to manually reconcile multiple data sources. Echoes leverages its knowledge of the activity to automatically identify and highlight the factors putting your delivery at risk. Get a live pulse of the execution and improve predictability. Echoes analyzes your team's activity to detect risks and suggest improvements. Don't get drowned in vanity metrics, get alerted when situations requires your attention. Echoes combines data from your roadmap, OKRs, delivery performance metrics (DORA), teams interactions, and more, to reveal what isolated metrics cannot tell you. Visualize your team’s efforts against company priorities and gain an understanding of where energy is being allocated.

DX is the developer intelligence platform designed by leading researchers. Get the insights you need to lead with confidence and drive higher impact per developer. DORA metrics and pull requests don't tell the full story. DX augments metrics with developer experience insights, giving you a complete view. DX unifies qualitative and quantitative data across channels, giving you a comprehensive view of developer productivity. A research-backed platform for measuring developer experience. The data and analytics platform is made for engineering. Build better platform tools with real-time intelligence into developer usage. Streamline developer onboarding with real-time insights from new hires. Leverage our expert guidance and services to lead high-impact DevEx initiatives. DX is designed by the world's foremost experts on developer productivity.