--- title: CodeScene Reviews meta_title: 'CodeScene Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 39 reviews by the users' company size, role or industry to find out how CodeScene works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 39 scale: '5' date_modified: '2026-08-07' parent_category: name: "DevSecOps\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t" url: https://www.g2.com/categories/devsecops --- # CodeScene Reviews **Vendor:** CodeScene AB **Category:** [Static Code Analysis Tools](https://www.g2.com/categories/static-code-analysis) **Average Rating:** 4.6/5.0 **Total Reviews:** 39 ## About CodeScene CodeScene is a code analysis, visualization, and reporting tool. Cross reference contextual factors such as code quality, team dynamics, and delivery output to get actionable insights to effectively reduce technical debt and deliver better code quality. We enable software development teams to make confident, data-driven decisions that fuel performance and developer productivity. CodeScene guides developers and technical leaders to: - Get a holistic overview and evolution of your software system in one single dashboard. - Identify, prioritize, and tackle technical debt based on return on investment. - Maintain a healthy codebase with powerful CodeHealth™ Metrics, spend less time on rework and more time on innovation. - Seamlessly integrate with Pull Requests and editors, get actionable code reviews and refactoring recommendations. - Set Improvement goals and quality gates for teams to work towards while monitoring the progress. - Support retrospectives by identifying areas for improvement. - Benchmark performance against personalized trends. - Understand the social side of the code, measure socio-technical factors like key personnel dependencies, knowledge sharing and inter-team coordination. - Put findings into context based on how your organization and your code evolves. Supporting 28+ programming languages, CodeScene offers an automated integration with GitHub, BitBucket, Azure DevOps or GitLab pull requests to incorporate the analysis results into existing delivery workflows. Get early warnings and recommendations about complex code before merging it to the main branch, set quality gates to trigger in case your code health declines. ## CodeScene Pros & Cons **What users like:** - Users praise CodeScene for its **excellent code health overview and powerful pull request reviews** , greatly enhancing maintainability and quality. (8 reviews) - Users appreciate the **issue identification** capabilities of CodeScene, helping teams improve knowledge and prioritize code quality effectively. (7 reviews) - Users appreciate the **enhanced code quality** features of CodeScene, significantly improving maintainability and reducing technical debt. (6 reviews) - Users commend CodeScene's **responsive customer support** , facilitating quick deployments and effective use of the software. (5 reviews) - Users value the **actionable insights** provided by CodeScene, enhancing code quality and supporting informed decision-making in teams. (5 reviews) - Users appreciate the **actionable insights** provided by CodeScene, aiding teams in understanding changes and enhancing code health. (5 reviews) - Repository Management (5 reviews) - Team Collaboration (4 reviews) - Code Review (3 reviews) - Ease of Use (3 reviews) **What users dislike:** - Users struggle with **integration issues** , needing manual configuration and lacking seamless CI/CD tool compatibility. (4 reviews) - Users find the **difficult learning** curve of CodeScene challenging, especially with its complex features and terminology. (3 reviews) - Users find the **difficulty for beginners** in CodeScene's onboarding process can hinder their initial experience and utilization. (3 reviews) - Users find the **initial learning difficulty** of CodeScene daunting, especially with advanced features and complex terminology. (3 reviews) - Users struggle with the **difficult configuration** of CodeScene, facing challenges in setup and integration with existing tools. (2 reviews) - Lack of Guidance (2 reviews) - Team Management (2 reviews) - API Limitations (1 reviews) - Users find the **complex configuration** of CodeScene challenging, making it harder to navigate and derive insights efficiently. (1 reviews) - Complex Setup (1 reviews) ## CodeScene Reviews ### 1. Codebase Insights with Simple, Actionable Advice **Rating:** 4.0/5.0 stars **Reviewed by:** Alf H. | IT architect, Small-Business (50 or fewer emp.) **Reviewed Date:** March 02, 2026 **What do you like best about CodeScene?** I love CodeScene's simplicity and the concrete advice it gives on how to improve. I also appreciate how it anchors suggestions on improving the codebase from literature and well-known development practices. The initial setup was very straightforward, with running the docker locally and pointing it to codebases being very easy. **What do you dislike about CodeScene?** It was not so easy to understand the portfolio and all the menu navigation. I would love to see more metrics or insights at a glance instead of hidden beneath each menu item. **What problems is CodeScene solving and how is that benefiting you?** CodeScene provides insights into the authors, risks, and health of the codebase, and gives team knowledge distribution. ### 2. Excited to use and curious about what's next **Rating:** 4.0/5.0 stars **Reviewed by:** Hedda D A. | DevOps Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 28, 2025 **What do you like best about CodeScene?** CodeScene is straightforward to set up and configure, making it easy to get started. The visualizations are excellent, and once you become familiar with navigating the tool, it is a true game changer both for developers prioritizing their work and communicating these priorities to business. What makes CodeScene stand out in the jungle of solutions, are their dedication to the science behind good code health. I'm confident in the choices they make and the product baseline for code analysis. **What do you dislike about CodeScene?** The main challenge we face with CodeScene is getting developers to incorporate it into their daily workflow. While there are several shift-left solutions available, such as the CLI and VS Code IDE, the absence of a Visual Studio IDE integration is a significant drawback for our team. We also find the lack of out-of-the-box configurations that integrate seamlessly with our CI/CD tools to be a limitation. **What problems is CodeScene solving and how is that benefiting you?** Our team has a huge stack of legacy code with potential high maintenance technical debt, CodeScene help visualize this and promote a clear view of potential blockers. Also, the primary problem CodeScene is solving for our teams is declining code health in new solutions - with the Pull Request integration we can keep our code at a high standard from early on. ### 3. Associate Software Engineer **Rating:** 4.0/5.0 stars **Reviewed by:** Mohd Daaim K. | Associate Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 12, 2024 **What do you like best about CodeScene?** CodeScene is great for visualizing code quality, spotting technical debt, and helping teams focus on the most important improvements. Its visual reports make it easy to understand complex codebases. **What do you dislike about CodeScene?** CodeScene can sometimes feel overwhelming due to its complex interface and the amount of data it provides, which might make it hard for teams to quickly find actionable insights. **What problems is CodeScene solving and how is that benefiting you?** CodeScene helps identify technical debt, code quality issues, and team productivity bottlenecks. This benefits by improving code maintainability, reducing bugs, and making it easier to focus on high-impact areas for development. ### 4. This is a good platform for software quality and productivity **Rating:** 4.0/5.0 stars **Reviewed by:** Vinay P. | Senior Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 13, 2024 **What do you like best about CodeScene?** This is a good platform for comprehensive code health analysis, behavioral code analysis, risk prediction and hotspot detection and the best part is automated reports with actions **What do you dislike about CodeScene?** The learning curve in the platform and the pricing are the parts which dislikes me most. **What problems is CodeScene solving and how is that benefiting you?** This solves the technical debt accumulation, undetected code hotspots and risky areas, lack of insights into team dynamics. ### 5. Unearthing technical debt, identifying lost knowledge and enabling non-tech stakeholders empathy **Rating:** 4.0/5.0 stars **Reviewed by:** Ryan B. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 02, 2024 **What do you like best about CodeScene?** On an organisation level, the data we've gathered helps our teams move forward in a better way by having additional information and signals to facilitate delivery. From an engineering perspective, we can help identify team productivity bottlenecks and areas most expensive to maintain, support onboarding with knowledge maps of a system or domain, assist with off boarding by identifying the areas in need of knowledge transfer, help to maintain standards and more. CodeScene can be deployed into a continuous integration pipeline and can integrate with a git repository to automatically analyse pull requests and identify high-risk commits. The analysis can help engineers who are less experienced with the code base review high impact code changes and catch potential problems before they are delivered to the main branch of the code base. Identifying delivery risks before they become an issue if also a beneficial signal from a product engineering team perspective. A possible scenario involves a project that involves understanding and adapting an area which contains a lot of hotspots and complex code for a team built of mostly new engineers. Using these tools allows better visibility, questions and delivery estimates. Having this real world information up-front from an onboarding perspective for a EM, HoE, VP and CTO role is also something not to be quickly dismissed. We not only want to identify our technical debt, but help prioritise what should be fixed and track this over time. Or from a different angle, identify what we don't need to focus on fixing and instead accept our technical debt as the impact is low, therefore the value is likely low. **What do you dislike about CodeScene?** The interfaces can be a bit clunky at times, there is a level of onboarding needed in terms of where everything is and sadly, it does not integrate with our ticketing tool for delivery reporting (Linear). All quite minor things though. **What problems is CodeScene solving and how is that benefiting you?** Code hotspots are now visible and represented well, knowledge islands and lost knowledge are visible and can be addressed with kowledge distribution, data on how teams interact with each other is useful, metrics on our team experience levels over time helps set expectations for delivery and being able to set real world refactoringh targets is great in terms of measurement. ### 6. Real Coder **Rating:** 4.0/5.0 stars **Reviewed by:** Sourabh v. | React js developer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 12, 2024 **What do you like best about CodeScene?** As a React JS developer time, I need some quick logic as per previous code CodeScene very intelligently understands my code and previous code very well and generates code as I want, **What do you dislike about CodeScene?** Other tools like ChatGpt its not understand my new requirements. **What problems is CodeScene solving and how is that benefiting you?** sorry i cant explain due to company policy but its help me make better UI with great logics ### 7. A transformative revelation in-regards to program analysis. **Rating:** 4.0/5.0 stars **Reviewed by:** Danny D. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 23, 2024 **What do you like best about CodeScene?** The data mining of data analytics (including historical trends) combined with the GitLab integration provides regular and consistent recommendations for improving code quality. **What do you dislike about CodeScene?** There is a lack of a robust ROI model that demonstrates reduced defects and time in development. **What problems is CodeScene solving and how is that benefiting you?** Code quality and ensuring that any remediations are high-value. Any technical debt re-work is done on high-value and high-impacting parts of the codebase. ### 8. Codescene review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Events Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 13, 2024 **What do you like best about CodeScene?** Help me write quality code, review code and help write good code **What do you dislike about CodeScene?** Nothing everything is good, while using codescene **What problems is CodeScene solving and how is that benefiting you?** Writing better and quality code ### 9. Great tool for statistical analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 29, 2024 **What do you like best about CodeScene?** Helps teams plan goals to improve their codehealth and identify knowledge gaps. It is easy to use and integrate with github repositories. **What do you dislike about CodeScene?** It does not yet support all languages for analysis. **What problems is CodeScene solving and how is that benefiting you?** Planning goals to improve codehealth across our repositories - [View CodeScene pricing details and edition comparison](https://www.g2.com/products/codescene/reviews?filters%5Bnps_score%5D%5B%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-10+12%3A02%3A24+-0500&secure%5Bsession_id%5D=1c255190-cb22-4ea9-903e-0d2257c30ba9&secure%5Btoken%5D=7df03f60dcea14ee440663741dd5a3f9c3264ca9602592b2160a24c058ae6007&format=llm_user) ## CodeScene Integrations - [GitHub](https://www.g2.com/products/github/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) ## CodeScene Features **Functionality** - Repository Integration - Analytics and Trends - Productivity Updates **Agentic AI - Static Code Analysis** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Management** - Historical Data Consolidation - Data Context - Testing Integration **Value Analysis** - Insight - Impact Predictions - Report Generation **Security** - False Positives - Custom Compliance - Agility **Value Management** - Planning Tools - Control ## Top CodeScene Alternatives - [SonarQube](https://www.g2.com/products/sonarqube/reviews) - 4.4/5.0 (153 reviews) - [GitHub](https://www.g2.com/products/github/reviews) - 4.7/5.0 (2,333 reviews) - [Jellyfish](https://www.g2.com/products/jellyfish-2025-10-22/reviews) - 4.5/5.0 (434 reviews)