Best Free Software Development Analytics Tools

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.

Hubbl Diagnostics provides Salesforce admins, architects, and consultants with the broadest and most actionable insights into any Salesforce org. Transform your Salesforce operations, streamline processes, optimize efficiency, and achieve unparalleled success. Our mission is clear: to help organizations tackle technical debt, eliminate redundant automation, and navigate the ever-expanding complexity of their Salesforce orgs. By doing so, we enable businesses to maximize their return on investment in Salesforce, achieving results faster than ever before. What sets Hubbl Diagnostics apart is our proprietary metadata aggregation, which not only delivers invaluable insights but also equips the Salesforce ecosystem with benchmark data. With this data, users can easily measure and compare their org complexity against others in their industry, gaining a competitive edge.

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.

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.

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.

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.

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.

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/

Gradle Inc. is the company behind the leading software solution for improving developer productivity and happiness called Develocity (formerly Gradle Enterprise) and the popular open-source Gradle Build Tool, which is downloaded over 30 million times a month. Gradle is also pioneering the emerging practice of Developer Productivity Engineering (DPE). Elite development teams from companies like Airbnb, LinkedIn, Microsoft, Nasdaq, and Netflix, practice DPE to deliver quality software more rapidly at scale. They achieve this by leveraging Develocity’s innovative build and test performance acceleration technologies and analytics to proactively improve the reliability of the developer toolchain and make failure troubleshooting more efficient.

Harness is an AI-native software delivery platform that helps engineering teams achieve excellence by automating and streamlining the entire software delivery lifecycle. It enables continuous integration, continuous delivery, and GitOps for multi-cloud, multi-region deployments with increased speed and reliability. Harness simplifies infrastructure as code, database DevOps, and artifact management to improve collaboration and reduce errors. The platform offers AI-powered testing, incident response, chaos engineering, and feature management to enhance quality and resilience. Harness also provides cloud cost management, security testing orchestration, and developer insights to optimize performance and governance. Trusted by leading enterprises, Harness accelerates innovation while reducing manual effort and risk.

Weave is an ML-powered tool to measure engineering output, that actually understands engineering output! Almost every eng leader already measures output - either openly or behind closed doors. But they rely on metrics like lines of code (correlation with effort: ~0.3), number of PRs, or story points (slightly better at ~0.35). These metrics are, frankly, terrible proxies for productivity. We’ve developed a custom model that directly analyzes code and its impact, with a far better 0.94 correlation. We've created a standardized engineering output metric that doesn’t reward vanity. Even better, you can benchmark your team’s output against peers while keeping everything private.