Qodana may suit development teams seeking code analysis within IDE and CI/CD workflows, including teams that need self-hosted deployment.
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Best Code Complexity Analyzers 2026
Facts read 21 Sep 2026 – 15 Oct 2026
Code complexity analyzers indicate how challenging code may be to understand and maintain. This list helps you compare complexity metrics, language support and ways to find code hotspots.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Qodana | Qodana may suit development teams seeking code analysis within IDE and CI/CD workflows, including teams that need self-hosted deployment. | 5.8 | $5 a month, billed yearly | Free plan | Web, Windows, Mac, Linux | 14 Oct 2026 |
| 02 Visual Studio | Visual Studio suits developers building apps, services or games for Windows and the listed web, cloud and cross-platform targets. | 5.5 | Free plan | Free plan | Windows, API | 15 Oct 2026 |
| 03 CAST Highlight | 5.4 | $6,800 a year | Free trial | Web, Windows, Mac, Linux | 4 Oct 2026 | |
| 04 CodeScene | CodeScene suits engineering teams looking to assess code health and understand knowledge distribution or delivery patterns. | 5.4 | €18 a month, billed yearly | Free plan | Web, Linux, API, Self-hosted | 4 Oct 2026 |
| 05 Qlty Cloud | Qlty Cloud suits development teams that want code and coverage feedback in pull requests, with customizable rules and GitHub workflows. | 5.2 | $20 a month | Free plan | Web, Windows, Mac, Linux | 2 Oct 2026 |
| 06 Codacy | Codacy suits engineering teams that want pull request review, security scanning, and shared coding standards. | 5.1 | $18 a year | Free plan | Web, Browser extension | 30 Sep 2026 |
| 07 Understand | 5.1 | $100 a month, billed yearly | Free plan | Windows, Mac, Linux, Browser extension | 15 Oct 2026 | |
| 08 PMD | PMD may suit developers and teams seeking a free code analyzer with customizable rules, command-line use, or build and CI integration. | 4.8 | Free plan | Free plan | Windows, Mac, Linux, Self-hosted | 2 Oct 2026 |
| 09 NDepend | 4.3 | — | Free trial | Windows, Mac, Linux, Browser extension | 8 Oct 2026 | |
| 10 cccc | 3.1 | Free plan | Free plan | Windows, Mac, Linux | 27 Sep 2026 |
The page orders releases with newer maker updates before older ones. Compare the published figures for pricing, platform support and development-workflow features.
Visual Studio
Visual Studio suits developers building apps, services or games for Windows and the listed web, cloud and cross-platform targets.
WindowsAPICAST Highlight
WebWindowsMac+2CodeScene
CodeScene suits engineering teams looking to assess code health and understand knowledge distribution or delivery patterns.
WebLinuxAPI+1Qlty Cloud
Qlty Cloud suits development teams that want code and coverage feedback in pull requests, with customizable rules and GitHub workflows.
WebWindowsMac+3Codacy suits engineering teams that want pull request review, security scanning, and shared coding standards.
Before you choose
Check the pricing path
Look for a free plan or a free trial before committing. Free, freemium and paid pricing models appear among these tools.
Published starting prices for paid plans include $18 per user per month for Codacy with annual billing and €18 per month for CodeScene with annual billing.
Match your working platform
These tools are available via Linux, Windows, macOS, APIs, extensions or the web. Choose a delivery method that fits your development setup.
An API or extension may suit an existing workflow, while a web tool can provide browser access. Check the platform information for the tool you are considering.
Compare the measurements
The directory compares complexity metrics and hotspot detection. Review which measurements matter for the codebase you need to understand.
Historical trends can reveal changes in complexity over time. Pull-request gates can check proposed changes during review.
Review developer feedback
IDE feedback brings analyzer results into the editor. Pull-request gates connect checks with proposed code changes.
Assess these workflow capabilities against how your team reviews and updates code.
Check language coverage
Supported languages are a comparison point in this category. Confirm that a tool covers the languages in the code you need to analyze before choosing it.