# Best Software Development Analytics Tools ## How Many Software Development Analytics Tools Products Does G2 Track? **Total Products under this Category:** 101 ### Category Stats (Aug 2026) - **Average Rating:** 4.57/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** minware (+5.56%) - Among all products in this category, minware recorded the largest rating increase compared to last month _Last updated: August 06, 2026_ ## How Does G2 Rank Software Development Analytics Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 3,000+ Authentic Reviews - 101+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Software Development Analytics Tools ![G2 Grid® for Software Development Analytics Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/software-development-analytics-tools/grids.png?focus%5B%5D=1325327&focus%5B%5D=105384&focus%5B%5D=163305&focus%5B%5D=163528&focus%5B%5D=7775&focus%5B%5D=160838&focus%5B%5D=100655&focus%5B%5D=57040) Highlighted products: DX, Jellyfish, Oobeya, ServiceNow DevOps, SonarQube, Swarmia, Harness Platform, and Waydev. Underlying data: [Grid® JSON](https://www.g2.com/categories/software-development-analytics-tools/grids.json?focus%5B%5D=dx-platform&focus%5B%5D=jellyfish-2025-10-22&focus%5B%5D=oobeya&focus%5B%5D=servicenow-devops&focus%5B%5D=sonarqube&focus%5B%5D=swarmia&focus%5B%5D=harness-platform&focus%5B%5D=waydev) **Sponsored** ### Google Cloud Console Your integrated Google Cloud Platform management console. Manage and get insights into everything that powers your cloud application — including web applications, data analysis, virtual machines, datastore, databases, networking, and developer services. The Google Cloud console helps you deploy, scale, and diagnose production issues in a simple web-based interface. Search to quickly find resources and connect to instances via SSH in the browser. Handle DevOps workflows on the go with powerful native iOS and Android applications. Master the most complex development tasks with Cloud Shell, your admin machine in the cloud. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1993&secure%5Bchosen_at%5D=2026-08-06T18%3A31%3A00Z&secure%5Bdisplayable_resource_id%5D=168&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=40565&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=40565&secure%5Bresource_id%5D=1993&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsoftware-development-analytics-tools&secure%5Btoken%5D=311f16f548fe3533bf00517790f2e59c7b18bcdb96c76f67b322fbc460943a16&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fcloud-console%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-console%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url) ### [DX](https://www.g2.com/products/dx-platform/reviews) DX is the developer intelligence platform designed by leading researchers to help engineering organizations measure productivity and navigate the shift to AI-augmented engineering. The platform provides research-backed measurement by unifying quantitative data from SDLC tools with qualitative, developer-reported friction to offer a complete view of engineering performance. By serving hundreds of the world’s most iconic companies, including Dropbox, Pfizer, and Uber, DX provides the data and insights leaders need to lead with confidence in the AI era. Measuring productivity has long been an elusive challenge, but DX anchors insights in validated signals through the DX Core 4—measuring speed, effectiveness, quality, and impact—and the Developer Experience Index (DXI). These frameworks allow organizations to see how developers work and where they get stuck to reduce friction and boost satisfaction. By using tools like Workflow Analysis, Experience Sampling, and DevSat, DX captures the conditions developers need to deliver effectively, moving beyond "culture fluff" to connect developer friction directly to business impact. The platform offers extensive Engineering Productivity capabilities, including SDLC Analytics, TrueThroughput™, and Engineering Allocation to align engineering with business goals. Leaders can use Team Dashboards and Custom Reporting to find bottlenecks, while R&D Capitalization and Sprint Analytics provide precise evaluation of organizational performance. To understand how a company compares to the broader market, Industry Benchmarking allows for a precise evaluation of performance against specific peer companies and industry segments. To manage the transition to generative AI, DX provides a specialized AI Measurement framework. This allows leaders to track GenAI adoption and impact to guide smarter decisions at scale. Organizations use these insights for Strategic Planning, Vendor Evaluation, and AI Workflow Optimization, ensuring that AI investments result in tangible improvements to engineering velocity. Additionally, AI Enablement tools—including the Systems Catalog, Context Management, and the Internal Developer Portal—help unify context from across the SDLC to power an AI-native future. This suite also includes AI Readiness assessments, Agent Ops Tools, and Scorecards to ensure developer self-service is optimized for high output. DX AI serves as an AI Copilot for engineering leaders, acting as an analytical layer over the organization's data. Instead of static dashboards, DX AI continuously delivers insights and flags risks automatically. It helps leaders answer complex questions about their data, creates custom reports from simple prompts, and provides specific AI Recommendations on where leaders should focus next. Every insight in DX is designed to be actionable, leading toward a clearer question or a concrete next step. Through Executive Reporting and Targeted Studies, the platform provides CXOs and managers with the evidence needed to decide more effectively. By identifying measurement gaps and revealing what the data or developer voice shows, DX helps organizations optimize their engineering performance in an increasingly complex technical landscape. **Average Rating:** 4.6/5.0 **Total Reviews:** 338 #### How Do G2 Users Rate DX? - **Data Context:** 8.6/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.4/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.1/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.8/10) #### Who Is the Company Behind DX? - **Seller:** [DX](https://www.g2.com/sellers/dx) - **Company Website:** www.getdx.com - **Year Founded:** 2020 - **HQ Location:** Salt Lake City, UT - **Twitter:** @DeveloperXM 728 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c91e58e23aa61290c444bbf84510ccdc7559e82de6a5c62b6f3f30443d2ae69&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdeveloper-experience%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website) 506 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Engineering Manager, Director of Engineering - **Top Industries:** Computer Software, Financial Services - **Company Size:** 68% Medium, 26% Large #### What Do G2 Reviewers Say About DX? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **actionable insights** from DX, enabling informed decision-making and driving meaningful change across their organization. - Users value the **rich metrics analysis** provided by DX, enhancing their visibility and understanding of development processes. - Users appreciate the **strong team collaboration** facilitated by DX, enhancing feedback, autonomy, and improvement across engineering teams. - Users rave about the **flexibility and excellent integration** of DX, enhancing their feedback processes and developer experiences. - Users value the **productivity improvements** from DX, benefiting from its insights and exceptional support throughout implementation. ##### Cons - Users find **metrics issues** in DX lead to misunderstandings, outdated data, and a lack of context for effective use. - Users find the **limited features** of DX can lead to a need for extra interpretation and customization challenges. - Users express concerns about **integration issues** , noting a lack of cohesiveness and incomplete features affecting overall experience. - Users feel that **team management with DX is complex** , requiring significant effort and guidance for effective implementation. - Users experience a **complex configuration** process, requiring careful setup and understanding for successful integration with existing tools. #### What Are Recent G2 Reviews of DX? **["Outstanding Data Visualization and Insights That Drive Real Team Improvements"](https://www.g2.com/survey_responses/dx-review-12962194)** **Rating:** 4.5/5.0 stars _— Daniel L._ [Read full review](https://www.g2.com/survey_responses/dx-review-12962194) **["Valuable Insights with Some Limitations"](https://www.g2.com/survey_responses/dx-review-12950003)** **Rating:** 4.0/5.0 stars _— Raquel C._ [Read full review](https://www.g2.com/survey_responses/dx-review-12950003) ### [Jellyfish](https://www.g2.com/products/jellyfish-2025-10-22/reviews) Jellyfish is the leading intelligence platform for AI-Integrated engineering, helping more than 1,000 companies including DraftKings, Keller Williams and Blue Yonder, leverage AI to transform how they build software. By combining the industry’s deepest engineering dataset with context-rich intelligence, Jellyfish helps R&D organizations understand what’s driving impact, adopt proven industry best practices, and make smarter decisions across AI adoption, planning, delivery, and engineering performance. Learn more at jellyfish.co. **Average Rating:** 4.5/5.0 **Total Reviews:** 435 #### How Do G2 Users Rate Jellyfish? - **Data Context:** 8.3/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.5/10 (Category avg: 8.9/10) - **Analytics and Trends:** 8.9/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.8/10) #### Who Is the Company Behind Jellyfish? - **Seller:** [Jellyfish](https://www.g2.com/sellers/jellyfish-2026-07-16) - **Company Website:** jellyfish.co - **Year Founded:** 2017 - **HQ Location:** Boston, Massachusetts - **Twitter:** @\_jellyfish\_co 447 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2a807e7ab179d1e1bb78becadf12be2ad1dc2a06f229863aec5ed6311b788a03&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjellyfish-co%2F&secure%5Burl_type%5D=linkedin_company_website) 272 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Engineering Manager, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 66% Medium, 26% Large #### What Do G2 Reviewers Say About Jellyfish? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate Jellyfish's **detailed metrics** , which provide valuable insights for optimizing team performance and efficiency. - Users value **team collaboration features** in Jellyfish for enhancing visibility and insights into engineering team dynamics. - Users appreciate the **comprehensive metrics analysis** in Jellyfish, facilitating better team and individual performance tracking. - Users value the **insights provided by Jellyfish** , enhancing visibility and team performance with user-friendly metrics and integration. - Users value the **seamless tracking integration** of Jellyfish, enhancing visibility and optimizing team performance across projects. ##### Cons - Users report **metrics issues** in Jellyfish, citing data bugs and a need for more flexible dashboard customization. - Users face challenges with **data management** due to complex setup and integration issues, impacting overall efficiency. - Users find the **lack of customization** in Jellyfish limiting, as it requires adapting processes instead of tailoring the tool. - Users find a **limited number of buckets for allocations** , hindering better process management and tracking capabilities. - Users find the **complex configuration** daunting, requiring significant time and effort for proper setup and integration. #### What Are Recent G2 Reviews of Jellyfish? **["Jellyfish Delivers Actionable Insights into PR Cycle Time and Team Capacity"](https://www.g2.com/survey_responses/jellyfish-review-13076374)** **Rating:** 4.5/5.0 stars _— Riya K._ [Read full review](https://www.g2.com/survey_responses/jellyfish-review-13076374) **["Clear Engineering Investment Breakdown with Seamless Jira and GitHub Integrations"](https://www.g2.com/survey_responses/jellyfish-review-13091782)** **Rating:** 5.0/5.0 stars _— RAJNIKANT J._ [Read full review](https://www.g2.com/survey_responses/jellyfish-review-13091782) ### [Oobeya](https://www.g2.com/products/oobeya/reviews) Oobeya is an AI-powered Software Engineering Intelligence Platform designed for enterprise engineering organizations that want to improve visibility, productivity, quality, and delivery performance across the software development lifecycle. Modern engineering teams work across many tools: GitHub, GitLab, Bitbucket, Azure DevOps, Jira, CI/CD pipelines, SonarQube, application performance tools, and AI coding assistants. While each tool provides its own reports, engineering leaders often struggle to see the full picture: where delivery slows down, where quality risks increase, how teams collaborate, and how AI is really affecting software development. Oobeya connects data across the SDLC and turns it into actionable engineering intelligence. It helps CTOs, VPs of Engineering, Engineering Managers, DevOps leaders, Platform teams, and Developer Experience leaders understand how their organizations work — from portfolio and team-level visibility to developer experience, code review, delivery, quality, and AI impact. Unlike traditional dashboard-only solutions, Oobeya focuses on insights and early signals. Its Symptoms module automatically detects issues such as long code review times, unreviewed pull requests, oversized pull requests, weekend activity, delivery bottlenecks, and quality risks. This helps teams identify problems earlier and take action before they become larger delivery or productivity issues. Oobeya supports widely used engineering frameworks and metrics, including DORA, SPACE, developer productivity, code review analytics, cycle time, lead time, deployment performance, code quality, and resource allocation. It also helps organizations measure the impact of AI coding assistants by analyzing adoption, engagement, acceptance, and related delivery outcomes. The platform is built for enterprise needs, including role-based access control, team and organization-level reporting, private cloud and on-premise deployment options, and integrations with leading SDLC tools. Oobeya is especially valuable for large-scale and regulated organizations that need visibility, governance, and control without relying only on fragmented reports or manual analysis. With Oobeya, engineering organizations can move beyond static metrics and gain a connected, real-time view of software delivery — helping leaders make better decisions, enable teams, improve engineering effectiveness, and build a stronger culture of continuous improvement. **Average Rating:** 4.9/5.0 **Total Reviews:** 31 #### How Do G2 Users Rate Oobeya? - **Data Context:** 9.8/10 (Category avg: 8.7/10) - **Productivity Updates:** 9.8/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.8/10 (Category avg: 8.9/10) - **Ease of Admin:** 9.7/10 (Category avg: 8.8/10) #### Who Is the Company Behind Oobeya? - **Seller:** [Testinium](https://www.g2.com/sellers/testinium) - **Year Founded:** 2010 - **HQ Location:** Istanbul, Kartal - **Twitter:** @testinium 652 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=99e461feedc9e61c778f635f341e7907ed99e3d7e4b4fbd4b7bffcc6b3445076&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftestinium%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website) 500 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Financial Services - **Company Size:** 48% Medium, 29% Small #### What Do G2 Reviewers Say About Oobeya? _AI-generated summary from verified user reviews_ ##### Pros - Users benefit from **effective issue identification** in Oobeya, gaining valuable insights for improving engineering performance and collaboration. - Users value the **automated insights into key DORA metrics** from Oobeya, enhancing discussions on engineering performance. - Users value the **enhanced visibility** Oobeya provides, facilitating better discussion and understanding of team progress and collaboration. - Users value Oobeya's **automated tracking of DORA metrics** , enhancing clarity and alignment in engineering performance discussions. - Users find that Oobeya enhances **productivity improvement** through holistic insights into team performance and engineering contributions. ##### Cons - Users note **small UI issues** that impact overall user experience, suggesting a need for greater user-friendliness. - Users feel the platform lacks **limited customization** , suggesting that more tailored options would enhance overall value. - Users experience **complex configuration** challenges with custom Jira workflows, necessitating adjustments for smooth synchronization. - Users find the **complex user interface** of Oobeya challenging, especially when learning to navigate its features. - Users find a **difficult learning** curve when interpreting metrics, although clarity improves with internal alignment on definitions. #### What Are Recent G2 Reviews of Oobeya? **["Oobeya Turns Azure DevOps Data into Strategic Insights"](https://www.g2.com/survey_responses/oobeya-review-11191810)** **Rating:** 5.0/5.0 stars _— İlker E._ [Read full review](https://www.g2.com/survey_responses/oobeya-review-11191810) **["From Chaos to Clarity: Oobeya is a Must-Have for Engineering Leaders"](https://www.g2.com/survey_responses/oobeya-review-11143563)** **Rating:** 5.0/5.0 stars _— Ercan S._ [Read full review](https://www.g2.com/survey_responses/oobeya-review-11143563) ### [ServiceNow DevOps](https://www.g2.com/products/servicenow-devops/reviews) ServiceNow DevOps is a comprehensive solution designed to bridge the gap between development and operations teams, enhancing collaboration and automating processes to accelerate software delivery. By integrating seamlessly with existing DevOps toolchains, it provides real-time visibility into each stage of the development lifecycle, from planning and coding to deployment. This integration enables organizations to streamline workflows, reduce manual tasks, and ensure compliance without compromising speed or quality. Key Features and Functionality: - Automated Change Management: Automatically creates and manages change requests within the development pipeline, reducing administrative overhead and expediting approvals. - Integration with DevOps Tools: Supports out-of-the-box integrations with popular tools such as Jira, GitHub, Bitbucket, and Jenkins, facilitating a cohesive development environment. - Real-Time Insights: Offers dashboards and analytics that provide visibility into development activities, enabling teams to monitor performance metrics and identify bottlenecks. - Enhanced Collaboration: Fosters better communication between development and operations teams by providing a unified platform for tracking and managing development processes. Primary Value and User Solutions: ServiceNow DevOps addresses the common challenges of siloed teams and fragmented processes by unifying development and operations within a single platform. It automates routine tasks, such as change approvals and ticketing, allowing developers to focus on innovation while maintaining compliance and governance standards. By providing end-to-end visibility and real-time insights, it empowers organizations to deliver high-quality software faster, adapt to market changes swiftly, and achieve continuous improvement in their development practices. **Average Rating:** 4.5/5.0 **Total Reviews:** 34 #### How Do G2 Users Rate ServiceNow DevOps? - **Data Context:** 8.8/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.9/10 (Category avg: 8.9/10) - **Analytics and Trends:** 8.7/10 (Category avg: 8.9/10) - **Ease of Admin:** 9.1/10 (Category avg: 8.8/10) #### Who Is the Company Behind ServiceNow DevOps? - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow 55,548 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f146dd2da6255ae21db2f89043b268912043fe250660dfee40ba3c0574bb1ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29352%2F&secure%5Burl_type%5D=linkedin_company_website) 35,081 employees on LinkedIn® - **Ownership:** NYSE:NOW #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 60% Large, 29% Medium #### What Do G2 Reviewers Say About ServiceNow DevOps? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **user-friendly interface** of ServiceNow DevOps, enhancing their experience with easy management and automation. - Users value the **automation capabilities** of ServiceNow DevOps, which significantly streamline CI/CD processes and reduce manual tasks. - Users appreciate the **automation efficiency** of ServiceNow DevOps, simplifying CI/CD processes and reducing manual tasks significantly. - Users appreciate the **easy integrations** with various tools like GitHub and Jenkins, simplifying CI/CD workflows. - Users value the **sophisticated integrations** of ServiceNow DevOps, facilitating seamless connections with popular tools like GitHub and Jenkins. ##### Cons - Users find the **complex setup** challenging, especially with extensive fields required for service ticket approvals. - Users find the **difficult learning curve** challenging, particularly for small teams facing complex deployments and customizations. - Users find the **pricing to be high** , posing challenges for smaller organizations with limited budgets. - Users find the **lack of customization** challenging, hindering their ability to tailor ServiceNow DevOps to specific needs. - Users find the **pricing issues** with ServiceNow DevOps challenging, especially for smaller organizations with limited budgets. #### What Are Recent G2 Reviews of ServiceNow DevOps? **["ServiceNow is a multi-dimensional tool to solve buisness problems."](https://www.g2.com/survey_responses/servicenow-devops-review-8186457)** **Rating:** 4.0/5.0 stars _— Verified User in Banking_ [Read full review](https://www.g2.com/survey_responses/servicenow-devops-review-8186457) **["A reliable platform to facilitate IT operations and DevOps approached"](https://www.g2.com/survey_responses/servicenow-devops-review-11483440)** **Rating:** 4.0/5.0 stars _— Siva Sankar C._ [Read full review](https://www.g2.com/survey_responses/servicenow-devops-review-11483440) #### What Are G2 Users Discussing About ServiceNow DevOps? - [What is ServiceNow DevOps used for?](https://www.g2.com/discussions/what-is-servicenow-devops-used-for) ### [SonarQube](https://www.g2.com/products/sonarqube/reviews) Sonar, the industry standard for code verification and automated code review, helps reduce outages, improve security, and lower risks associated with AI and agentic coding. As an independent verification platform, Sonar enables organizations to securely develop at the speed of AI. Sonar is the foundation for high-performance software engineering, analyzing over 750 billion lines of code daily to ensure applications are secure, reliable, and maintainable. Rooted in the open source community, Sonar is trusted by 7M+ developers globally, including teams at ServiceNow, Booking.com, Deutsche Bank, AstraZeneca, and Ford Motor Company. **Average Rating:** 4.4/5.0 **Total Reviews:** 153 #### How Do G2 Users Rate SonarQube? - **Data Context:** 7.5/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.2/10 (Category avg: 8.9/10) - **Analytics and Trends:** 8.5/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.5/10 (Category avg: 8.8/10) #### Who Is the Company Behind SonarQube? - **Seller:** [SonarSource Sàrl](https://www.g2.com/sellers/sonarsource-sarl) - **Company Website:** www.sonarsource.com - **Year Founded:** 2008 - **HQ Location:** Geneva, Switzerland - **Twitter:** @SonarSource 10,913 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db9923720e09f3dbdd68fea8c4ab0318017f4eb0cfd2d4fd98e083108e7e8641&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsonarsource%2F&secure%5Burl_type%5D=linkedin_company_website) 973 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Large, 40% Medium #### What Do G2 Reviewers Say About SonarQube? _AI-generated summary from verified user reviews_ ##### Pros - Users value how SonarQube **efficiently flags code quality and security issues** , ensuring a clean and maintainable codebase. - Users value the **issue filtering and prioritization features** of SonarQube, enhancing focus on high-priority tasks. - Users value the **issue identification and prioritization** features of SonarQube, improving focus on critical tasks. - Users find SonarQube's **ease of use** invaluable for maintaining code quality and integrating seamlessly into development workflows. - Users appreciate the **easy integrations** with existing CI/CD tools, enhancing their development workflow seamlessly. ##### Cons - Users face challenges with **software bugs** as SonarQube can consume excessive RAM and occasionally reports false positives. - Users find SonarQube's configuration **complex** , especially for beginners, leading to difficulties and overwhelming warnings to manage. - Users encounter **false positives** that complicate evaluations, though mitigation options exist through detailed analysis and rule customization. - Users find that SonarQube's **complexity in configuration** and excessive warnings can hinder effective usage and efficiency. - Users find the **complex setup** of SonarQube challenging, especially for beginners unfamiliar with the configuration process. #### What Are Recent G2 Reviews of SonarQube? **["SonarQube: Easy Integration, Simple UI, and Solid Free Code Quality Scanning"](https://www.g2.com/survey_responses/sonarqube-review-12975264)** **Rating:** 4.5/5.0 stars _— Divyarajsinh C._ [Read full review](https://www.g2.com/survey_responses/sonarqube-review-12975264) **["SonarQube Catches Issues Early with Clear, Actionable Reports"](https://www.g2.com/survey_responses/sonarqube-review-13204491)** **Rating:** 4.0/5.0 stars _— Kewin M._ [Read full review](https://www.g2.com/survey_responses/sonarqube-review-13204491) #### What Are G2 Users Discussing About SonarQube? - [What is SonarLint used for?](https://www.g2.com/discussions/what-is-sonarlint-used-for) - [What is SonarQube and how does it work?](https://www.g2.com/discussions/what-is-sonarqube-and-how-does-it-work) - 1 upvote - [What is the benefit of SonarQube?](https://www.g2.com/discussions/what-is-the-benefit-of-sonarqube) - [What are the main components of SonarQube platform?](https://www.g2.com/discussions/what-are-the-main-components-of-sonarqube-platform) - [What is SonarQube and its features?](https://www.g2.com/discussions/what-is-sonarqube-and-its-features) ### [Swarmia](https://www.g2.com/products/swarmia/reviews) Swarmia is the software engineering intelligence platform that gives product and engineering leaders one place to see how their teams work, how they feel, and where the investment goes — and the tools to act on what they find. The platform is trusted by industry-leading companies of all sizes, including Lovable, Honeycomb, Engine, Bolt, and Miro. You’d never run production without monitoring. But for years, plenty of organizations ran engineering on gut feel and a few good-enough dashboards. That worked when you could keep the whole picture in your head. When AI tools are writing code faster than anyone can track by intuition, it doesn’t anymore. Swarmia brings four things together on one org structure and one data model: engineering metrics, AI adoption and impact, developer experience surveys, and software capitalization. One source of truth instead of a productivity tool, a survey tool, and a capitalization spreadsheet that never talk to each other. Most teams have rolled out Copilot, Cursor, Codex, and Claude Code, but far fewer can say what they’re getting for it. Swarmia brings every AI tool into one view — who has access, who’s using it and how, and what it costs — so you can spot unused licenses, find the teams getting real value, and connect AI spend to the work it supported. Adoption is only half the story, though. Swarmia also measures how effectively your teams turn ideas into working software with research-backed metrics, including DORA. Working agreements, automated signals, and Slack and Teams notifications turn metrics into real behavior change — not dashboards nobody checks. From there, Swarmia keeps a clear line from effort to value. You can see where engineering time is actually going, and whether your biggest projects are on track early enough to do something about it. It also makes software capitalization a few clicks instead of a quarterly fire drill, with audit-ready reports in minutes and an FTE model defensible enough for Big Four auditors. And because numbers don't tell you what it's like to work in your organization, developer experience surveys ask the questions only engineers can answer, then hand back a heatmap by team and a prioritized action plan. We believe engineering improvement happens when you fix the system people work in, not when you measure individuals harder. Most tools in this space are built top-down, for leadership reporting. Swarmia’s roots are in helping teams get better, so it's built for the people doing the work as much as the people reporting on it. Because it's transparent by design — most of the data is visible to everyone, from ICs to the CTO — engineers see it as a tool to improve their own work, not a way to be watched. The result is cross-domain insights no single-purpose tool can offer, on one platform with one setup. Your gut feeling had a good run. Swarmia is engineering intelligence you can trust. **Average Rating:** 4.4/5.0 **Total Reviews:** 304 #### How Do G2 Users Rate Swarmia? - **Data Context:** 8.3/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.6/10 (Category avg: 8.9/10) - **Analytics and Trends:** 8.8/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.8/10) #### Who Is the Company Behind Swarmia? - **Seller:** [Swarmia](https://www.g2.com/sellers/swarmia) - **Company Website:** www.swarmia.com - **Year Founded:** 2019 - **HQ Location:** New York, NY - **Twitter:** @SwarmiaHQ 271 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8ab8aba4b373e256e21330234cd4ef4b3a21c4553d8d8bd34f9dfe91bcab685e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fswarmia&secure%5Burl_type%5D=linkedin_company_website) 63 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 50% Small, 40% Medium #### What Do G2 Reviewers Say About Swarmia? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **extensive metrics** offered by Swarmia, seamlessly integrating with tools like GitHub, Jira, and Slack. - Users appreciate the **effective metrics analysis** in Swarmia, enabling insightful performance tracking and seamless integrations. - Users praise Swarmia for its **comprehensive insights** into team performance, enhancing collaboration and reporting with ease. - Users value the **ease of use** of Swarmia, praising its simple onboarding and effective team progress tracking. - Users find Swarmia's **easy setup** beneficial, enabling seamless integration with tools like GitHub and Jira. ##### Cons - Users encounter **metrics issues** with Swarmia, expressing a need for better configuration and reliability in tracking performance. - Users find the **lack of customization** in Swarmia frustrating, hindering their ability to tailor targets effectively. - Users find Swarmia's **limited features** hinder integration and documentation, affecting the overall user experience. - Users note the **missing features** in Swarmia, highlighting the need for better metrics separation and integrations. - Users face **integration issues** with Swarmia, requiring adjustments and limiting data customization across systems. #### What Are Recent G2 Reviews of Swarmia? **["Great Overview and Automatic Metrics for Tracking Software Development"](https://www.g2.com/survey_responses/swarmia-review-13036114)** **Rating:** 4.5/5.0 stars _— Markus J._ [Read full review](https://www.g2.com/survey_responses/swarmia-review-13036114) **["Feature-Rich and Easy: Swarmia Streamlines Executive Reporting with Jira + GitHub Data"](https://www.g2.com/survey_responses/swarmia-review-12962211)** **Rating:** 5.0/5.0 stars _— Amanda R._ [Read full review](https://www.g2.com/survey_responses/swarmia-review-12962211) #### What Are G2 Users Discussing About Swarmia? - [What is Swarmia used for?](https://www.g2.com/discussions/what-is-swarmia-used-for) - 1 comment ### [Harness Platform](https://www.g2.com/products/harness-platform/reviews) Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time. **Average Rating:** 4.6/5.0 **Total Reviews:** 304 #### How Do G2 Users Rate Harness Platform? - **Data Context:** 10.0/10 (Category avg: 8.7/10) - **Productivity Updates:** 10.0/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.8/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.8/10) #### Who Is the Company Behind Harness Platform? - **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a) - **Company Website:** harness.io - **Year Founded:** 2018 - **HQ Location:** San Francisco - **Twitter:** @HarnessWealth 1,389 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fbec562b1d7a892f3293de88d17cc0509949905a19856805c612616710bc3a7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fharnessinc%2F&secure%5Burl_type%5D=linkedin_company_website) 1,701 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 42% Large, 38% Medium #### What Do G2 Reviewers Say About Harness Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of Harness Platform, making implementation and configuration seamless and efficient. - Users value the **ease of use and flexibility** in targeting features within the Harness Platform. - Users appreciate the **user-friendly interface** of Harness Platform for easily managing and deploying feature flags. - Users find the **easy setup** of Harness Platform quick and efficient, leading to immediate cost savings and satisfaction. - Users value the **easy integrations** with SSO and tools that streamline software delivery on the Harness Platform. ##### Cons - Users note a **lack of multiple filters** in Harness Platform, limiting flexibility for advanced customization and usability. - Users face **limitations in configuration management** , including issues with renaming and deleting toggles that complicate usability. - Users note a **lack of multiple filters** and missing features in the Harness Platform, limiting its overall usability. - Users find the **steep learning curve** challenging, particularly due to complicated settings and insufficient documentation. - Users find the **UI complex and clunky** , which can complicate the overall user experience with the platform. #### What Are Recent G2 Reviews of Harness Platform? **["Harness Simplifies CI/CD with Visual Pipelines, Smooth Integrations, and Safer Deployments"](https://www.g2.com/survey_responses/harness-platform-review-13212051)** **Rating:** 4.0/5.0 stars _— Muhammed A._ [Read full review](https://www.g2.com/survey_responses/harness-platform-review-13212051) **["Harness Simplifies CI/CD with Reliable Deployments and Seamless Integrations"](https://www.g2.com/survey_responses/harness-platform-review-13208659)** **Rating:** 4.5/5.0 stars _— Atharva S._ [Read full review](https://www.g2.com/survey_responses/harness-platform-review-13208659) #### What Are G2 Users Discussing About Harness Platform? - [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) - 1 comment - [What is Propelo used for?](https://www.g2.com/discussions/what-is-propelo-used-for) - [What is Harness Cloud Cost Management used for?](https://www.g2.com/discussions/what-is-harness-cloud-cost-management-used-for) - [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) - 1 comment - [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) - 1 comment ### [Waydev](https://www.g2.com/products/waydev/reviews) Waydev is the leading Software Engineering Intelligence platform, trusted by Fortune 500 companies to measure engineering performance and accelerate delivery. We go beyond basic DORA metrics by providing over 130+ actionable insights across productivity, quality, DevOps performance, process hygiene, and team health. Our platform integrates seamlessly with Git, Jira, and CI/CD tools, giving engineering leaders full visibility into how their teams deliver software. With predictive analytics, benchmarking, and AI-powered recommendations, Waydev helps organizations improve velocity, reduce bottlenecks, and align engineering with business outcomes. Founded in 2017 and backed by Y Combinator, Waydev is the only scalable solution built for enterprises that need reliable, data-driven insights into software delivery. Companies like American Express, Dropbox, and Citibank trust Waydev to turn engineering data into business impact. **Average Rating:** 4.7/5.0 **Total Reviews:** 61 #### How Do G2 Users Rate Waydev? - **Data Context:** 9.3/10 (Category avg: 8.7/10) - **Productivity Updates:** 9.4/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.2/10 (Category avg: 8.9/10) - **Ease of Admin:** 9.1/10 (Category avg: 8.8/10) #### Who Is the Company Behind Waydev? - **Seller:** [Waydev](https://www.g2.com/sellers/waydev) - **Company Website:** waydev.co - **Year Founded:** 2017 - **HQ Location:** San Francisco, California - **Twitter:** @waydevco 194 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0440c1837313931e632b2fbef11309435721ab125effc709e8203955b1e12839&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwaydev%2Fabout&secure%5Burl_type%5D=linkedin_company_website) 40 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 67% Small, 26% Medium #### What Do G2 Reviewers Say About Waydev? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **smooth integrations** of Waydev with existing tools, enhancing their workflow efficiency and insights. - Users value Waydev for its **clear visibility into team performance** , enhancing engineering operations and driving actionable insights. - Users value the **comprehensive metrics analysis** of Waydev, enhancing visibility and insights into engineering performance. - Users value the **clear visibility into engineering performance** that Waydev provides, enhancing decision-making and team efficiency. - Users value Waydev for its **clear visibility into engineering performance** , enabling effective tracking and actionable insights. ##### Cons - Users find the **metrics issues** overwhelming and the individual developer metrics unnecessary, complicating the interface experience. - Users find the **individual developer metrics clutter** , deeming them unhelpful and unnecessary for their workflow. - Users find that **access control** often requires engineer updates and better compliance with industry standards. - Users find **dashboard issues** with limited flexibility and overwhelming metrics, impacting the overall developer experience. - Users find that **difficult learning** curves with Waydev lead to longer onboarding and utilization times than expected. #### What Are Recent G2 Reviews of Waydev? **["Clear visibility into AI Adoption, finally tied to real outcomes"](https://www.g2.com/survey_responses/waydev-review-12533426)** **Rating:** 5.0/5.0 stars _— Cristian M._ [Read full review](https://www.g2.com/survey_responses/waydev-review-12533426) **["WayDev: Powerful Insights!"](https://www.g2.com/survey_responses/waydev-review-12629285)** **Rating:** 5.0/5.0 stars _— JD R._ [Read full review](https://www.g2.com/survey_responses/waydev-review-12629285) #### What Are G2 Users Discussing About Waydev? - [What is Waydev used for?](https://www.g2.com/discussions/what-is-waydev-used-for) ### [Port](https://www.g2.com/products/port-port/reviews) Port is the Agentic SDLC Platform helping industry leaders like GitHub, Visa, and PwC move to autonomous engineering. Developers and agents collaborate on a shared foundation of unified data and centralized visibility across existing tools. The platform provides the context lake, workflow orchestration, agent management, and governance that teams need to enable AI-SDLC - improving software delivery without losing control. **Average Rating:** 4.4/5.0 **Total Reviews:** 40 #### How Do G2 Users Rate Port? - **Data Context:** 8.0/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.0/10 (Category avg: 8.9/10) - **Analytics and Trends:** 7.1/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.4/10 (Category avg: 8.8/10) #### Who Is the Company Behind Port? - **Seller:** [Port](https://www.g2.com/sellers/port) - **Company Website:** www.port.io - **Year Founded:** 2022 - **HQ Location:** Tel Aviv, Israel - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd44a8c316bb50184038118d7c1cbf6e7aec0be5bcb94f613748c996f6fdd24c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F81296713%2F&secure%5Burl_type%5D=linkedin_company_website) 546 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Financial Services - **Company Size:** 63% Medium, 33% Large #### What Do G2 Reviewers Say About Port? _AI-generated summary from verified user reviews_ ##### Pros - Users love the **intuitive user interface** of Port, which enhances collaboration and ease of setup for teams. - Users value the **flexibility** of Port, allowing tailored data models and seamless AWS integration for diverse needs. - Users love the **easy and comprehensive customization** options in Port, streamlining data modeling for their organizations. - Users appreciate the **ease of use** of Port, enjoying its intuitive interface and efficient automation capabilities. - Users love the **easy integration options** with AWS and appreciate the flexibility of Port for their needs. ##### Cons - Users face several **integration issues** , including missing features and insufficient managed integrations, impacting efficiency. - Users struggle with **poor documentation** for Port, which hinders effective use and slows integration processes. - Users experience **slow performance** with Port, impacting usability and scalability during critical operations. - Users find the **complex configuration** processes challenging, leading to confusion and requiring significant time investment. - Users find the **limited customization options** frustrating, particularly with UI and user profiles being non-configurable. #### What Are Recent G2 Reviews of Port? **["Highly Flexible Developer Portal"](https://www.g2.com/survey_responses/port-review-10672762)** **Rating:** 5.0/5.0 stars _— Adam F._ [Read full review](https://www.g2.com/survey_responses/port-review-10672762) **["Great IDP"](https://www.g2.com/survey_responses/port-review-11668934)** **Rating:** 4.0/5.0 stars _— Martin L._ [Read full review](https://www.g2.com/survey_responses/port-review-11668934) ### [LinearB](https://www.g2.com/products/linearb/reviews) LinearB is the pioneer and leader in Software Engineering Intelligence (SEI) platforms for the modern enterprise. Over 3,000 engineering leaders worldwide trust LinearB to boost team productivity, improve developer experience, and predictably deliver mission-critical projects. LinearB’s SEI+ platform enables teams to translate insights from engineering data into powerful workflow automations. The result is scalable, change-resilient engineering operations with full visibility into business impact. To learn more, visit www.linearb.io **Average Rating:** 4.6/5.0 **Total Reviews:** 79 #### How Do G2 Users Rate LinearB? - **Data Context:** 8.6/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.5/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.0/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.2/10 (Category avg: 8.8/10) #### Who Is the Company Behind LinearB? - **Seller:** [LinearB](https://www.g2.com/sellers/linearb) - **Year Founded:** 2018 - **HQ Location:** Los Angeles , California - **Twitter:** @LinearB\_Inc 798 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=69c04a1143aa1d79ab30d4d02826472fe29b8376256600e1857d6ddd62821e66&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flinearb%2F&secure%5Burl_type%5D=linkedin_company_website) 116 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Medium, 30% Small #### What Do G2 Reviewers Say About LinearB? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **exceptional customer support** from LinearB, which ensures smooth implementation and optimal platform use. - Users appreciate the **granular statistics** provided by LinearB, enhancing their understanding of project performance. - Users appreciate the **unparalleled insights and support** from LinearB, enhancing productivity and driving innovation. - Users value the **exceptional support** from LinearB, which enhances implementation and maximizes the benefits of their platforms. - Users value the **unparalleled insights** from LinearB, enhancing productivity and driving innovation in engineering processes. ##### Cons - Users experience occasional **visual bug issues** with LinearB, which can be distracting but not overly impactful. - Users notice **small visual issues** in LinearB that can disrupt the overall user experience occasionally. #### What Are Recent G2 Reviews of LinearB? **["One stop shop for observing engineering teams progress"](https://www.g2.com/survey_responses/linearb-review-11413356)** **Rating:** 4.5/5.0 stars _— Elgiz A._ [Read full review](https://www.g2.com/survey_responses/linearb-review-11413356) **["LinearB- Best Software Engineering Intelligence platforms!"](https://www.g2.com/survey_responses/linearb-review-10357228)** **Rating:** 5.0/5.0 stars _— Adi R._ [Read full review](https://www.g2.com/survey_responses/linearb-review-10357228) #### What Are G2 Users Discussing About LinearB? - [What is LinearB used for?](https://www.g2.com/discussions/what-is-linearb-used-for) ### [Hivel](https://www.g2.com/products/hivel/reviews) Hivel is the only AI-native Software Engineering Intelligence platform built for the AI+human era. Trusted by 750+ engineering teams across public listed companies, high-growth startups and unicorns, Hivel transforms how engineering leaders measure, optimize, and scale their organizations. With AI-powered insights into productivity, quality, and AI tool adoption & ROI, Hivel makes decision-making effortless—helping leaders unlock their teams’ full potential while proving the business value of every investment. Unlike traditional analytics, Hivel correlates data across all your development tools, from code to deployment, eliminating manual inputs and surfacing outcome-driven, team-based metrics that matter. Recognized as the “Software Development Analytics Platform of the Year 2025” by CIO Review magazine, Hivel is also the easiest-to-use platform in its category, designed by and for engineering leaders to deliver tangible ROI, process excellence, and flawless execution at scale. **Average Rating:** 4.7/5.0 **Total Reviews:** 117 #### How Do G2 Users Rate Hivel? - **Data Context:** 9.1/10 (Category avg: 8.7/10) - **Productivity Updates:** 9.3/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.4/10 (Category avg: 8.9/10) - **Ease of Admin:** 9.4/10 (Category avg: 8.8/10) #### Who Is the Company Behind Hivel? - **Seller:** [Hivel](https://www.g2.com/sellers/hivel) - **Company Website:** hivel.ai - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **Twitter:** @hivelai 30 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=63c7c9b30300f5aff5b759bcb5f7c8191799f7732c43b42fbbdb8f2a39395119&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhivelai%2F&secure%5Burl_type%5D=linkedin_company_website) 44 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Financial Services - **Company Size:** 36% Small, 32% Medium #### What Do G2 Reviewers Say About Hivel? _AI-generated summary from verified user reviews_ ##### Pros - Users value **team collaboration** with Hivel, gaining insights that enhance visibility and improve overall productivity. - Users highlight Hivel's **in-depth metrics analysis** , enabling improved efficiency and meaningful team discussions. - Users value Hivel's **insightful dashboards** , effectively tracking code review metrics and enhancing team productivity and engagement. - Users love Hivel for its **intuitive design and easy integration** , enhancing productivity and collaboration effortlessly. - Users appreciate the **improved productivity** Hivel provides through clear insights and easy tracking of team performance. ##### Cons - Users face significant challenges due to **limited customization** in Hivel, impacting workflow adaptability and dashboard functionality. - Users experience **metrics issues** with Hivel, finding it difficult to compare employees effectively and navigate the platform. - Users find the **difficult learning curve** of Hivel overwhelming initially, requiring guidance for effective navigation. - Users find the **lack of customization** in Hivel limits adaptability and personal workflow enhancements. - Users experience **occasional software bugs** in Hivel, but support resolves them quickly, minimizing disruption. #### What Are Recent G2 Reviews of Hivel? **["Data Visibility Enhanced, Room for Performance Improvement"](https://www.g2.com/survey_responses/hivel-review-12463933)** **Rating:** 4.0/5.0 stars _— Supreet S._ [Read full review](https://www.g2.com/survey_responses/hivel-review-12463933) **["From Anarchy to Data: How Hivel Gave Our Dev Productivity Real Metrics"](https://www.g2.com/survey_responses/hivel-review-11968432)** **Rating:** 4.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/hivel-review-11968432) ### [Typo](https://www.g2.com/products/typo/reviews) Typo is an AI-powered software engineering intelligence platform that gives engineering leaders real-time visibility into what's actually happening across their SDLC — and what to do about it. From a single platform, engineering teams can track DORA metrics and delivery health, measure the real impact of AI coding tools like Cursor, and Claude Code, run AI code reviews on every pull request, monitor R&D investment allocation, and measure developer experience through anonymous surveys. Typo connects to your existing stack — GitHub, GitLab, Bitbucket, Jira, Linear, and CI/CD tools — in 60 seconds. No complex onboarding. Used by 1,000+ engineering teams globally. 15M+ pull requests processed. Featured in Gartner's Market Guide for Software Engineering Intelligence Platforms. **Average Rating:** 4.6/5.0 **Total Reviews:** 150 #### How Do G2 Users Rate Typo? - **Data Context:** 8.5/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.6/10 (Category avg: 8.9/10) - **Analytics and Trends:** 8.8/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.8/10) #### Who Is the Company Behind Typo? - **Seller:** [Typo](https://www.g2.com/sellers/typo) - **Year Founded:** 2020 - **HQ Location:** Dover, US - **Twitter:** @Typoapp\_ 66 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=978e78e847141b121898277ce3abdd8408cbb9980ccb16a9d6d1e94c082a6d06&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftypoapp%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website) 76 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Medium, 43% Small #### What Do G2 Reviewers Say About Typo? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **comprehensive metrics** of Typo, enhancing insights and enabling effective self-management for developers. - Users value the **clear metrics and insights** from Typo that enhance engineering performance and team alignment. - Users value the **powerful insights** and automation features of Typo, significantly enhancing productivity and efficiency analysis. - Users value the **automated code reviews** of Typo, enhancing code quality and streamlining the development process. - Users appreciate the **powerful automation** of Typo, which enhances productivity insights and code quality remarkably. ##### Cons - Users struggle with **complex configurations** and limitations in sprint-related features, impacting customization and functionality. - Users experience **bug issues** with Typo, but the team is responsive and quick to resolve them. - Users express frustration with the **lack of customization** options in Typo, limiting adaptability to unique team workflows. - Users find **limited features** in Typo, particularly in customization options and mobile accessibility, affecting usability. - Users highlight a **lack of important features** in Typo, including customization options and mobile app availability. #### What Are Recent G2 Reviews of Typo? **["Outstanding Metrics and Insights for Code Quality"](https://www.g2.com/survey_responses/typo-review-12104366)** **Rating:** 4.0/5.0 stars _— Amarjeet ._ [Read full review](https://www.g2.com/survey_responses/typo-review-12104366) **["Intuitive Tool with Powerful Analytics and Seamless GitHub Integration"](https://www.g2.com/survey_responses/typo-review-12066335)** **Rating:** 5.0/5.0 stars _— Eduardo V._ [Read full review](https://www.g2.com/survey_responses/typo-review-12066335) ### [DevDynamics](https://www.g2.com/products/devdynamics/reviews) DevDynamics is a Software Engineering Intelligence Platform that boosts team performance with advanced analytics, smart reporting and workflows. DevDynamics integrates with your existing tech-stack to provide real-time insights into code quality, project velocity, and team dynamics, enabling engineering leaders to ship faster,optimise workflows and reduce technical debt. **Average Rating:** 4.7/5.0 **Total Reviews:** 75 #### How Do G2 Users Rate DevDynamics? - **Data Context:** 9.1/10 (Category avg: 8.7/10) - **Productivity Updates:** 9.2/10 (Category avg: 8.9/10) - **Analytics and Trends:** 9.1/10 (Category avg: 8.9/10) - **Ease of Admin:** 9.7/10 (Category avg: 8.8/10) #### Who Is the Company Behind DevDynamics? - **Seller:** [DevDynamics](https://www.g2.com/sellers/devdynamics) - **Year Founded:** 2023 - **HQ Location:** Wilmington, Delaware - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06696b56ebd61f34ff0039f2a69691c51ad3c715f48e04ee239dbe138c0a9b6a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdevdynamics-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 12 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Senior Software Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 53% Medium, 37% Small #### What Do G2 Reviewers Say About DevDynamics? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **PR and issue lifecycle feature** of DevDynamics, making it easier to track and resolve bottlenecks efficiently. - Users appreciate the **tracking capabilities** of DevDynamics, streamlining data access and reducing time spent on analysis. - Users value the **complete visibility** DevDynamics provides into workflows, enhancing productivity and pinpointing areas for improvement. - Users value the **real-time visibility and custom reporting** features of DevDynamics for tracking engineering metrics efficiently. - Users value the **enhanced visibility** DevDynamics provides, simplifying data tracking and improving team productivity. ##### Cons - Users find that **metrics issues** increase cognitive load, suggesting improved dashboard design and better user management for clarity. - Users find the **complex configuration** challenging, particularly in customizing dashboards and adapting the UI for various needs. - Users find the **complex user interface** of DevDynamics cluttered and unintuitive, particularly challenging for newcomers. - Users find **dashboard issues** arise from complex designs and setup challenges, hindering ease of use for new users. - Users experience a **difficult learning curve** due to the cluttered UI, particularly challenging for newcomers. #### What Are Recent G2 Reviews of DevDynamics? **["One of the best platforms to track developer productivity"](https://www.g2.com/survey_responses/devdynamics-review-10414009)** **Rating:** 4.5/5.0 stars _— Vishwasa N._ [Read full review](https://www.g2.com/survey_responses/devdynamics-review-10414009) **["A perfect application to give key insights"](https://www.g2.com/survey_responses/devdynamics-review-11674747)** **Rating:** 5.0/5.0 stars _— Amit M._ [Read full review](https://www.g2.com/survey_responses/devdynamics-review-11674747) ### [Faros.ai](https://www.g2.com/products/faros-ai/reviews) Faros helps improve engineering productivity and the developer experience. We provide solutions for AI Copilot Impact, Engineering Productivity, DORA Metrics, Developer Experience, and more. With no prerequisites to refactor or standardize data in advance, Faros AI analyzes task, deployment, quality, incident, security, org structure, and developer survey data from over 100 SaaS tools and custom data sources. The platform’s Lighthouse AI features leverage statistical analysis, machine learning, and GenAI to deliver critical insights, identify friction and root causes, and suggest team-tailored recommendations. Faros users can build custom metrics, dashboards, and reports to support unique needs, recurring operational cadences, and impromptu business analysis. **Average Rating:** 4.8/5.0 **Total Reviews:** 11 #### How Do G2 Users Rate Faros.ai? - **Data Context:** 8.7/10 (Category avg: 8.7/10) - **Productivity Updates:** 9.3/10 (Category avg: 8.9/10) - **Analytics and Trends:** 10.0/10 (Category avg: 8.9/10) - **Ease of Admin:** 9.2/10 (Category avg: 8.8/10) #### Who Is the Company Behind Faros.ai? - **Seller:** [Faros.ai](https://www.g2.com/sellers/faros-ai) - **Company Website:** www.faros.ai - **Year Founded:** 2019 - **HQ Location:** San Francisco Bay Area - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=996840dbdcb045916ffbf898545d9d3dee576f15e4970ef9153fffa587e4381d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffaros-ai&secure%5Burl_type%5D=linkedin_company_website) 58 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software - **Company Size:** 45% Medium, 36% Large #### What Do G2 Reviewers Say About Faros.ai? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **centralized data analytics** of Faros.ai, streamlining productivity tracking and report generation effectively. - Users rave about the **amazing customer support** of Faros.ai, highlighting its responsiveness and helpfulness when issues arise. - Users value the **extensive customization options** in Faros.ai, enhancing their ability to tailor the tool to their needs. - Users highlight the **impressive variety of visualizations** in Faros.ai, enhancing data presentation and analysis capabilities. - Users benefit from **management efficiency** through customizable metrics and streamlined visibility into SDLC and operational effectiveness. ##### Cons - Users find **complex configuration** challenging initially, especially in representing multi-level organizational structures effectively. - Users find the **difficult learning** with moderate complexity and occasional long load times frustrating for navigating dashboards. - Users find the **learning curve steep** , requiring significant time investment to become proficient with Faros.ai. - Users report a **steep learning curve** with Faros.ai, requiring significant time to become proficient with the tool. #### What Are Recent G2 Reviews of Faros.ai? **["Faros is a game-changer for simplifying and visualizing complex data"](https://www.g2.com/survey_responses/faros-ai-review-10640399)** **Rating:** 5.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/faros-ai-review-10640399) **["Faros enables insights capabilities we've never had before"](https://www.g2.com/survey_responses/faros-ai-review-11275044)** **Rating:** 5.0/5.0 stars _— Mike M._ [Read full review](https://www.g2.com/survey_responses/faros-ai-review-11275044) ### [Allstacks](https://www.g2.com/products/allstacks/reviews) Allstacks is an agentic software engineering intelligence platform built to help engineering and product leaders run AI-enabled development organizations. It normalizes data across your software delivery lifecycle—commits, builds, deployments, work items—then deploys AI agents that continuously analyze patterns, surface emerging problems, and recommend specific actions. Like having a senior analyst who finds what needs attention and tells you what to do about it—before anyone asks. The problem Allstacks solves: Engineering organizations generate massive amounts of data across disconnected tools, but the data is inconsistent, incomplete, and hard to trust. Ticket states don't match reality. Commit activity is fragmented across repos. Traditional dashboards assume clean data and leave you to interpret the noise. And now AI coding assistants are accelerating output without improving visibility—more code hitting review, bottlenecks shifting downstream, teams drowning in what they can't merge. Leaders don't need more dashboards. They need to know what actually needs attention, why it matters, and what to do about it. Allstacks gives engineering and product leaders direct answers. The platform normalizes messy data into a consistent view of how work actually flows. Then agents work continuously—they identify delivery problems, trace root causes across teams and tools, and recommend prioritized actions. Organizations like Alkami have used Allstacks to 3x their focus on strategic innovation, reduce cycle time by more than 30%, and cut R&D capitalization prep time by 70%. Allstacks helps you amplify the strengths of AI-enabled developers, not their dysfunctions. Key Use Cases of the Allstacks Platform - Manage all aspects of delivery risk: Surface delivery risks - delays, spec development readiness, dependencies - before they escalate into missed commitments or production incidents. - Improve engineering performance: Measure using industry-standard metric benchmarks and get recommended optimizations from workflow analyses - Measure AI coding impact: Measure the real productivity impact of AI coding tools like GitHub Copilot and Cursor across engineering teams. - Align engineering investment and focus to initiatives: Ensure your planned software initiatives match where engineering time is actually being spent - Automate software R&D capitalization reporting: Automatically generate audit-ready capitalization documentation from actual engineering activity, eliminating timesheet overhead. - Measure developer productivity & experience: Measure productivity, analyze quality of outputs, and identify ways to improve the developer experience. Allstacks integrates with the tools engineering teams already use: - Source Control: GitHub, GitLab, Bitbucket, Azure DevOps - Project Management: Jira, Jira Align, Azure Boards, ServiceNow, Linear - CI/CD: Jenkins, CircleCI, GitHub Actions, Azure Pipelines, GitLab CI/CD, Bitbucket Pipelines (plus hundreds more via webhooks) - Collaboration: Slack, Microsoft Teams, Google Calendar - AI Coding Tools: GitHub Copilot, Cursor The platform is SOC 2 Type II certified and offers both multi-tenant (US/EU) and single-tenant deployment options with SSO/SAML support. Trusted by engineering organizations including Citrix, CloudPay, Advance Auto Parts, Alkami, Bright Horizons, Cribl, iCIMS, and Intapp. **Average Rating:** 4.5/5.0 **Total Reviews:** 57 #### How Do G2 Users Rate Allstacks? - **Data Context:** 8.6/10 (Category avg: 8.7/10) - **Productivity Updates:** 8.9/10 (Category avg: 8.9/10) - **Analytics and Trends:** 8.7/10 (Category avg: 8.9/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.8/10) #### Who Is the Company Behind Allstacks? - **Seller:** [Allstacks](https://www.g2.com/sellers/allstacks) - **Company Website:** www.allstacks.com - **Year Founded:** 2017 - **HQ Location:** Raleigh, NC - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f9fea1b0f6249d9ea53b5f1ea830783447f3789aceb0c68ef7addd52ed88767a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fallstacks%2F&secure%5Burl_type%5D=linkedin_company_website) 48 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Medium, 28% Large #### What Do G2 Reviewers Say About Allstacks? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **quick and helpful customer support** of Allstacks, enhancing their experience and onboarding process. - Users value the **intuitive dashboards** of Allstacks, appreciating their clarity and ease of use for project tracking. - Users value the **transformative insights** of Allstacks, enhancing software delivery management and team performance effectively. - Users appreciate the **ease of use** of Allstacks, enjoying its intuitive dashboards and seamless integration with other tools. - Users value the **clear insights and seamless integration** of Allstacks, enhancing understanding of software delivery and team efficiency. ##### Cons - Users find the **complex configuration** challenging, requiring time to set up and customize their dashboards effectively. - Users find the **difficult setup** of Allstacks challenging, despite helpful customer support easing the process. - Users find the **complex user interface** overwhelming, especially during initial setup and dashboard organization. - Users find the **daily data syncing** insufficient, preferring more frequent updates for accuracy and convenience. - Users find the **dashboard issues** complex and overwhelming during initial setup, hindering effective team use. #### What Are Recent G2 Reviews of Allstacks? **["Team Productivity with Allstacks"](https://www.g2.com/survey_responses/allstacks-review-11667534)** **Rating:** 4.5/5.0 stars _— sai v._ [Read full review](https://www.g2.com/survey_responses/allstacks-review-11667534) **["Game-Changer for Engineering Visibility and Delivery Confidence"](https://www.g2.com/survey_responses/allstacks-review-11207286)** **Rating:** 4.5/5.0 stars _— Sheyinka H._ [Read full review](https://www.g2.com/survey_responses/allstacks-review-11207286) #### What Are G2 Users Discussing About Allstacks? - [What is Allstacks used for?](https://www.g2.com/discussions/what-is-allstacks-used-for) - 1 comment - ‹ Prev‹ Prev - 1 - [2](/categories/software-development-analytics-tools?order=g2_score&page=2#product-list) - [3](/categories/software-development-analytics-tools?order=g2_score&page=3#product-list) - [4](/categories/software-development-analytics-tools?order=g2_score&page=4#product-list) - [5](/categories/software-development-analytics-tools?order=g2_score&page=5#product-list) - [6](/categories/software-development-analytics-tools?order=g2_score&page=6#product-list) - [7](/categories/software-development-analytics-tools?order=g2_score&page=7#product-list) - [Next ›Next ›](/categories/software-development-analytics-tools?order=g2_score&page=2#product-list) Spotlight Categories [Expense Management Software](https://www.g2.com/categories/expense-management) [Job Search Sites](https://www.g2.com/categories/job-search-sites) [Third Party & Supplier Risk Management Software](https://www.g2.com/categories/third-party-supplier-risk-management) [Online Backup Software](https://www.g2.com/categories/online-backup) [Social Media Listening Tools](https://www.g2.com/categories/social-media-listening-tools) Similar Categories - [Cloud Platform as a Service (PaaS)](/categories/cloud-platform-as-a-service-paas) - [Integrated Development Environments (IDE)](/categories/integrated-development-environments-ide) - [Software Testing](/categories/software-testing) - [Communication Platform as a Service (CPaaS)](/categories/communication-platform-as-a-service-cpaas) - [Help Authoring Tool (HAT)](/categories/help-authoring-tool-hat) - [Other Development](/categories/other-development) - [AI Documentation Generators](/categories/ai-documentation-generators) - [API Development](/categories/api-development) - [API Documentation Management](/categories/api-documentation-management) - [API Generation](/categories/api-generation) - [API Management](/categories/api-management) - [API Marketplace](/categories/api-marketplace) - [API Mocking](/categories/api-mocking) - [API Platforms](/categories/api-platforms) - [Application Development](/categories/application-development) [Browse Software Development Analytics Tools Themes](/categories/software-development-analytics-tools/themes) ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello") AC Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello) Updated October 3, 2024 Software development analytics tools—sometimes referred to as Git analytics tools—provide high-level insights into development progress using historical data. Development team leads and managers can see information around bottlenecks, end-of-day or end-of-week progress, what areas of code get the most attention, trends, and more. This data can help teams improve efficiency and create quality results more quickly. Because software development analytics tools are managerially aimed and focused on high-level metrics, you’re most likely to see them used alongside [product management software](https://www.g2.com/categories/product-management) and other analytics tools. These tools should integrate with [source code management software](https://www.g2.com/categories/source-code-management) as well. To qualify for inclusion in the Software Development Analytics Tools category, a product must: - Integrate with one or more code repositories - Consolidate a development team’s historical progress data in one place - Highlight trends, important statistics, and KPIs Top Tools at a Glance | Product | Best for | User Review | | --- | --- | --- | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_ecd879786f4768c346436f35d352ecf4/dx-platform.png "Product Avatar Image")](https://www.g2.com/products/dx-platform/reviews)[DX](https://www.g2.com/products/dx-platform/reviews)[4.6/5(342)](https://www.g2.com/products/dx-platform/reviews) | Developer sentiment surveys with DORA metrics | "Outstanding Data Visualization and Insights That Drive Real Team Improvements" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8d1146cd3e1961642f5cac69e2b5e120/jellyfish-2025-10-22.png "Product Avatar Image")](https://www.g2.com/products/jellyfish-2025-10-22/reviews)[Jellyfish](https://www.g2.com/products/jellyfish-2025-10-22/reviews)[4.5/5(433)](https://www.g2.com/products/jellyfish-2025-10-22/reviews) | Engineering investment allocation and delivery forecasting | "Jellyfish Delivers Actionable Insights into PR Cycle Time and Team Capacity" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_ff5c85f6319eb33fce3b3efa00b90ffb/oobeya.png "Product Avatar Image")](https://www.g2.com/products/oobeya/reviews)[Oobeya](https://www.g2.com/products/oobeya/reviews)[4.9/5(31)](https://www.g2.com/products/oobeya/reviews) | Engineering delivery intelligence across SDLC integrations | "Oobeya Turns Azure DevOps Data into Strategic Insights" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b72a15e3a4bec3e7dc649c37c8559ab3/servicenow-devops.png "Product Avatar Image")](https://www.g2.com/products/servicenow-devops/reviews)[ServiceNow DevOps](https://www.g2.com/products/servicenow-devops/reviews)[4.5/5(35)](https://www.g2.com/products/servicenow-devops/reviews) | CI/CD change approvals with ServiceNow integration | "A reliable platform to facilitate IT operations and DevOps approached" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a4dc620644f85fd7e4f00b0a2267d09c/sonarqube.png "Product Avatar Image")](https://www.g2.com/products/sonarqube/reviews)[SonarQube](https://www.g2.com/products/sonarqube/reviews)[4.4/5(155)](https://www.g2.com/products/sonarqube/reviews) | CI/CD quality gates with shift-left code analysis | "SonarQube: Easy Integration, Simple UI, and Solid Free Code Quality Scanning" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f2266fea7949e00109ae7612cacf1c1f/swarmia.png "Product Avatar Image")](https://www.g2.com/products/swarmia/reviews)[Swarmia](https://www.g2.com/products/swarmia/reviews)[4.4/5(304)](https://www.g2.com/products/swarmia/reviews) | PR cycle time visibility with Slack-native notifications | "Great Overview and Automatic Metrics for Tracking Software Development" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2bc8307e6f552c01d67f38c5df358ca7/harness-platform.jpg "Product Avatar Image")](https://www.g2.com/products/harness-platform/reviews)[Harness Platform](https://www.g2.com/products/harness-platform/reviews)[4.6/5(311)](https://www.g2.com/products/harness-platform/reviews) | Full-SDLC visibility with modular AI-driven DevOps | "Harness Simplifies CI/CD with Visual Pipelines, Smooth Integrations, and Safer Deployments" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_caad75c5a05865b0e1974f1d8abee3fc/waydev.png "Product Avatar Image")](https://www.g2.com/products/waydev/reviews)[Waydev](https://www.g2.com/products/waydev/reviews)[4.7/5(61)](https://www.g2.com/products/waydev/reviews) | AI tooling ROI and DORA metrics visibility | "Clear visibility into AI Adoption, finally tied to real outcomes" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3a0f6faf964d3fa7c5c66beb523d78c2/port-port.png "Product Avatar Image")](https://www.g2.com/products/port-port/reviews)[Port](https://www.g2.com/products/port-port/reviews)[4.4/5(40)](https://www.g2.com/products/port-port/reviews) | Self-service developer portals with customizable blueprints | "Great IDP" | * * * Show More