Best Software Development Analytics Tools
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Compare the Top Software Development Analytics Tools as of September 2026
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What are Software Development Analytics Tools?
Software development analytics tools enable development teams to generate insights and analysis on their software development activities in order to track progress, identify bottlenecks, view trends, increase efficiency, and more. Software development analytics is sometimes known as Git analytics. Compare and read user reviews of the best Software Development Analytics tools currently available using the table below. This list is updated regularly.
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1
Pensero
Pensero
Most software development analytics tools count events: commits, pull requests, cycle time, story points. Volume looks like progress until you notice more code is shipping at the same or worse quality. Pensero measures delivered work, not activity. Every unit is scored on one comparable scale, the delivery point, weighted by magnitude and complexity, and attributed to a human, an AI copilot or an agent. On top of that sits the number the others do not have: cost per delivery point, so you can see where output is expensive and why. Quality is first-class too, with defect and rework rates beside the volume. It connects to your repos, tickets, chat and AI tools automatically and is live within a day, with no instrumentation project. If your current analytics cannot tell you what a unit of output costs, or split it across humans and agents, that is the gap Pensero fills.Starting Price: $50 per month -
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Cortex
Cortex
Cortex is the Engineering Operations Platform that enables organizations to continuously improve their operational maturity and reduce developer friction. With centralized visibility, clear ownership, automated Scorecards, and golden paths, we help engineering organizations operate as one. Our customers – from startups to Fortune 100 enterprises – create a culture of engineering excellence, reducing incidents by 30% and improving MTTR by 50%, all while making it easier for developers to focus on building. • 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. -
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CloudBees
CloudBees
CloudBees is a complete software delivery platform. Self-service scalable, repeatable, compliant workflows help developers innovate faster. See how we help you release faster better safer software. Manage, release, and measure features at scale. Visibility should be more than a singular pipeline. Orchestrate your software delivery business end to end. Learn why 'meta' orchestration is a game-changer. Measure, analyze, and communicate how software delivery impacts business performance. Get answers about software delivery analytics. Ensure assets are always compliant at every stage, including in production, and automatically know what risks must be addressed. Stop rewriting scripts, fixing bugs, and waiting for builds. Serve yourself with fast, secure workflows, and feature management. Automatically enforce governance, security, and compliance without hindering flexibility. You're confident and developers are happier. Treat software delivery as a business. Proactively manage risk. -
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Waydev
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.Starting Price: $449 per year -
5
Q247
Execon One
Q247 is a software productivity analytics platform designed to help organizations understand real engineering effort — without employee surveillance, time tracking, or micromanagement. Instead of measuring hours, activity noise, Q247 introduces Coding Calories: a metric that reflects the actual cognitive and technical energy spent on software delivery, including both code and no-code work. Q247 aggregates data from development, planning, and documentation tools to show where engineering energy truly goes — delivery, coordination, or process friction. This allows teams to distinguish real overload from systemic inefficiencies and enables fair, data-driven performance conversations. The platform is built for team- and organization-level insights by default. Q247 helps leaders move discussions about productivity from opinions and pressure to facts and context — supporting performance with fairness. -
6
Screenful
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 -
7
Awesome Graphs for Bitbucket
Stiltsoft
Our app transforms invisible day-to-day activities into easy-to-understand insights and reports directly in your Bitbucket. Gain complete visibility of engineering activities: ✔ Track commits and pull requests data on the instance, project, repo, team, and user levels ✔ Analyze and compare progress to past sprints, months, quarters ✔ Check out the engineering contribution for each repo and project Optimize processes: ✔ Assess the health of the development and code review processes ✔ Identify blockers and resolve them early to accelerate the development ✔ Enable everyone to see the impact of their efforts and help your teams improve over time Deliver faster with a data-driven approach: ✔ Track productivity and process changes with out-of-the-box reports ✔ Improve planning accuracy by analyzing historical data ✔ Go beyond and export data to build custom reports (CSV or REST API)Starting Price: $150 per year / 25 users -
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Pluralsight Flow
Pluralsight
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.Starting Price: $499 per user per year -
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Logilica
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
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 -
11
AnalyticsVerse
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 -
12
Duecode
Duecode
A new and better way to measure technical debt & code quality. Perfect for engineering leaders and non-tech managers. Unlock the hidden potential in your workforce. Get powerful insights and deliver a better product. With Duecode, you’ll always stay tuned with your team. Get real-time info about the quality of your software, and know top performers in the team. Duecode helps to provide valuable insights into each developer’s workflow and visualize vulnerabilities of your project’s code. You need no technical qualification to understand what happens under the hood of your project. Based on analyzing 2.5 bln. lines of code and 172k repositories we found it possible to condense a code quality summary to the one letter rank. Bring transparency to your project’s technical debt with Duecode. Find pain points and tackle them early on. Keep your codebase healthy by identifying fat commits and preventing a mess in your code.Starting Price: $12 per month -
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Swarmia
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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Adadot
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 -
15
Axify
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 -
16
Codemetrics
Marmentum
Marmentum is a full-service B2B growth marketing agency that focuses on turning marketing budgets into revenue and pipelines rather than just leads. They offer comprehensive services including paid advertising (Google, LinkedIn, Meta), web design and development optimized for conversions, SEO and content creation, email marketing, marketing operations (CRM implementation, workflow optimization), and creative work (ads, landing pages, social content). Their differentiators include a rigorous hiring process (only ~5% of marketing candidates pass), custom strategies tailored to each business instead of templated solutions, fast execution to drive immediate impact, intense alignment with revenue outcomes over vanity metrics, and seamless collaboration as an extension of a client’s team. Marmentum positions itself as a partner that owns execution, delivers measurable, lasting growth, and scales marketing intelligently for B2B companies.Starting Price: $200 per hour -
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Amazon QuickSight
Amazon
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. -
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Gradle
Gradle
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. -
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Propelo
Propelo
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. -
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HAY
HAY
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.Starting Price: $19/month -
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Weave
WorkWeave
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.Starting Price: $0 -
22
EvolveDev
Saasfoundry Technologies LLP
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.Starting Price: $7/month/user -
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monday dev
monday.com
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. -
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Vereda AI
Vereda AI
Vereda AI is a performance management platform built for engineering teams. It gives managers and VPs visibility into team health, blockers, and performance through Slack-native standups, AI-powered insights, and continuous performance data. Free async standups collect daily updates through Slack channel threads, DMs, or the web app. Team members never need to sign up or log in. AI parses responses to identify blockers, sentiment shifts, and work patterns. Free for unlimited team members. The AI assistant (VERA) monitors signals across your team — repeated blockers, stalled goals, sentiment decline, velocity changes — generating daily risk scores per engineer and surfacing who needs attention. Before every 1:1, Vereda assembles talking points from standup data, goal progress, action items, and your private notes. At review time, you have months of evidence instead of recency bias, with competency gap analysis against your ladder.Starting Price: $15/month -
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QualityClouds
QualityClouds
Quality Clouds puts governance and control back in the hands of technology leaders and their teams so they can safely deliver low-code applications at speed and scale. Bring quality and governance to application development. Across one or multiple low-code SaaS platforms. Minimize risk across all low-code app development and configuration. Low-code app development is a team sport. Our growing partner ecosystem delivers the breadth of technology and talent you need to safely scale. Manage platform contributors and identify training needs. Unlock key resources through automated processes and workflows. Identify and eliminate potential security risks with ease. Save time with automated alerts that notify you of production issues, Create reports with a range of KPIs and charts. Automate repetitive mundane tasks and focus on delivering more functionality. Demonstrate issues more efficiently to management. Obtain a comprehensive map of your platform’s structure and automate code reviews. -
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Optibot
Optimal AI
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. -
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Code[Input]
Code[Input]
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. -
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ServiceNow DevOps
ServiceNow
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.
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