Best Software Development Analytics Tools with a Free Trial - Page 2

Chrono Platform is an engineering-intelligence and automated time-tracking solution that integrates with the tools your team already uses, like Jira, Slack, Azure DevOps, Asana, Google Calendar, Teams, and others, to passively capture, categorize, and analyze work without requiring manual timesheet entries. Once connected, Chrono automatically ingests data such as commits, ticket activity, calendar events, and communication logs, then applies AI-powered categorization to convert that activity into normalized time entries tied to the correct project, task, or activity. On top of raw time tracking, Chrono surfaces high-level insights for engineering leaders: it offers real-time project tracking, resource allocation and budget monitoring, risk and delay detection, and ROI-driven visibility into how engineering time translates into business value.

FlouState is an intelligent focus tracking tool designed for developers that automatically monitors and categorizes coding activity to provide deeper insights into productivity and work patterns. Unlike traditional time trackers that only measure how long you spend coding, FlouState analyzes what type of work you are doing, breaking activity into categories such as creating, exploring, refactoring, and debugging. It runs silently in the background as a VS Code extension, requiring no manual timers or input, and captures context such as projects, Git branches, and files to give a complete view of how time is spent. It transforms raw activity data into meaningful insights through dashboards, file-level analytics, and AI-powered summaries that highlight patterns like peak productivity times or workflow inefficiencies. It also tracks uninterrupted focus sessions, helping developers understand when they achieve deep work and how context switching affects performance.

Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications.

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.

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.

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.

Harness is an AI-powered software delivery platform that helps development teams automate, manage, and secure the software development lifecycle. The platform provides continuous integration and continuous delivery capabilities for building, testing, and deploying applications across different environments. Harness supports infrastructure as code management, automated deployment verification, and release strategies such as canary and blue-green deployments. Its security capabilities include application security testing, software supply chain protection, and policy-based controls throughout the delivery process. The platform also provides cloud cost management, engineering analytics, and AI agents that assist with software delivery operations. Harness integrates with existing development tools, cloud providers, and security systems to coordinate software delivery workflows through a centralized platform.

Get a detailed analysis of your team efficiency, with all data in one place. Identify any weaknesses and optimize your next steps with the help of our scanner. DX Scanner dashboard collects developer performance data from various sources and displays it in one place. With our simple dashboards, you're always up to date with your project status. Plan your next steps and increase the quality of your software and your teamwork. Get a detailed report of all necessary data whenever you need it. Save time and focus on what's important. Measure the quality of your product and address weaknesses. Prevent security issues and protect both your data and your clients. Have all data at hand on a neat dashboard. See the technologies and libraries in use and learn about any technology gaps. Monitor compliance with set code standards. Learn about any security vulnerabilities in the libraries you use.

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.

HAY's DX platform boosts engineering teams by ramping up work output, improving wellbeing, and building a great team vibe with feedback loops and easy collaboration.

Weave is an engineering intelligence and AI observability platform designed to help software organizations measure developer productivity, AI usage, code quality, and return on AI spending. The platform analyzes activity from prompts through production and combines AI-specific metrics with frameworks such as DORA, SPACE, surveys, pull requests, deployments, and engineering telemetry. Its token intelligence capabilities show where AI spending occurs across models and tools while benchmarking cost, efficiency, and quality against other engineering organizations. Weave Router classifies prompts and routes them to an appropriate AI model based on factors such as cost, speed, and expected quality. The platform also includes Wooly, an AI engineering agent that analyzes connected organizational data and provides recommendations with citations to underlying records.

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.

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.

In software engineering, data silos are crippling leadership visibility and impacting team bandwidth. Without clear data for decision-making, planning suffers, and engineering managers waste countless hours collecting data from multiple tools just to understand team progress. This lack of a clear picture also directly impacts deliverability and the team's ability to hit crucial goals and OKRs. Traditional methods are slow, inaccurate, and frankly, painful. EvolveDev is a Software Engineering Intelligence Platform that automatically integrates with all your engineering tools—from Jira to GitHub and more—giving leaders real-time, unified insights without any manual data crunching. By eliminating data silos and manual reporting, we empower engineering leaders to make data-driven decisions, improve team performance, and finally get a clear picture of what's happening.

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.

Exceeds AI is a performance-intelligence platform built for engineering teams that captures and analyzes real code work, collaboration data, and AI-assisted coding activity to deliver actionable insights. It tracks both individual and team-level metrics, including code contributions, issue or ticket updates, meeting transcripts, reviews, and AI-tool usage, and surfaces a “living profile” for each engineer showing strengths, growth opportunities, and real-time performance trends. It doesn’t rely solely on metadata: it inspects actual code and workflow changes to identify where AI helps accelerate delivery, where it introduces friction, and under what conditions quality or velocity suffer. Whenever anomalies or risky patterns are detected, such as subpar AI-assisted changes or workflow bottlenecks, Exceeds flags them, prioritizes the most important issues, provides root-cause analysis, and delivers tailored recommendations on how to improve.

Navigara is a cloud-based engineering analytics platform that helps software engineering leaders assess delivery performance and understand the effects of AI coding tools. It analyzes connected Git repositories and related pull-request and work-item history, maps codebase modules and dependencies, and evaluates merged changes across features, maintenance, tests, documentation, and fixes. Teams can review performance over time and compare current results with a pre-AI baseline. The Pro plan adds AI-spend attribution, engineering cost reporting, roadmap alignment, and benchmarking. Navigara supports connections to GitHub, GitLab, Jira, and Linear, and offers cloud SaaS, a cloud service with an on-premises collector, or full on-premises deployment for enterprise use. It is intended for engineering leaders and software teams seeking repository-based reporting for planning, AI investment evaluation, and engineering operations.

Code Input is a web-native platform built for software development teams navigating the post-AI era. As AI dramatically increases the volume of code being written, the bottlenecks have shifted from writing code to managing it. Code Input fills that gap with tools designed for this new reality: Merge Conflicts and Merge Queues to keep codebases moving, Insights (DORA metrics) to measure what actually matters, Workflows to automate repetitive processes, and CODEOWNERS to make accountability clear at scale.