Compare the Top Software Development Analytics Tools for Cloud as of December 2025 - Page 3

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    Bitergia Analytics
    Centralized source for metrics and data about the software development projects that matter to you. Bitergia Analytics collects data from 30+ different platforms to give you a holistic picture of the software development projects that matter to you. Bitergia Analytics provides you with a single source of information and saves you hours switching between different platforms to get the data and metrics you need. Identify users, contributors, and maintainers to discover influencers and find trends in your community. Understand software development processes like code review and issue management to improve efficiency and collaboration. Bitergia Analytics is 100% free, open-source software built on top of existing open-source tools like GrimoireLab, Elasticsearch, and Kibana. GrimoireLab is and will always be 100% free, open-source software. We embrace the paradigm and value of community.
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    Cauldron Cloud

    Cauldron Cloud

    Cauldron Cloud

    Cauldron Cloud helps managers, developers, and community builders to understand the people and processes involved in open source development to report insights about the projects that matter to them. Full flexibility to analyze open-source projects, GitHub, GitLab and Stack Exchange. Curate contributors' information, duplicates, affiliations, and more. 16GB RAM & 320GB storage Cauldron instance. Community and organizations engagement, growth, and development performance indicators. Compare set of projects on the selected software development KPIs. Get summaries on selected indicators or build your own dashboards and reports. Configure and get your own Cauldron Cloud instance. Cauldron Cloud measure GitHub data including commits, code changes, issues and pull requests, as well as GitLab data (Commits, code changes, issues and merge requests) and StackExchange data (questions and answers from all StackExchange sites, including Stackoverflow, Ask Ubuntu, Super User, and more).
    Starting Price: €249 per month
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    QualityClouds

    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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    Bloomfilter

    Bloomfilter

    Bloomfilter

    The first step to improving a process is to understand it. Bloomfilter uses process mining to analyze time-series data from your entire stack and build a model of your team's unique software development process – and then helps you optimize it. Visualize cost breakdown between build, run, and maintain. While software development is both an art and a science, data-driven teams ship more often and innovate faster. Translate sprints and points into dollars and cents. Understand where your process breaks down, and get best practices on how to improve it. Increase predictability when scoping work and estimating when new features will ship. Get objective analysis on your development process in a language everyone understands.
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    Prism

    Prism

    Prism

    ​Prism offers a comprehensive solution to evaluate and enhance your development team's productivity by providing real-time data, tracking key metrics such as code review speed and merge requests, and visualizing performance trends over time. By comparing your company's developer productivity with industry peers, Prism enables you to identify areas for improvement and boost efficiency. It delivers essential metrics in a single, accessible location, empowering you to unlock your developers' full potential. Compare your company's developer metrics with those of similar companies. Prism delivers essential metrics that help you improve productivity, all in one place.
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    Optibot

    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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    Span

    Span

    Span

    Span is an AI‑native developer intelligence platform that connects the dots between your engineering data and the context you need to drive impact, making large teams feel small by surfacing real‑time metrics, survey feedback, and contextual insights to unblock engineers and improve ROI on developer time. It unifies performance dashboards, sentiment surveys, and operational telemetry into a single interface, enabling proactive identification of bottlenecks, automated prioritization of work, and accelerated decision‑making without adding manual processes or data‑entry overhead. Built for enterprise‑grade security, Span offers SOC 2 Type II certification, GDPR compliance, comprehensive audit logs, fine‑grained role‑based access control, and seamless SSO/SCIM integration, all powered by secure AI services that never train on your proprietary data.
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    ServiceNow DevOps
    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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    DX

    DX

    DX

    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.