Alternatives to Understand
Compare Understand alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Understand in 2026. Compare features, ratings, user reviews, pricing, and more from Understand competitors and alternatives in order to make an informed decision for your business.
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1
Kuscos
Morphis Tech
Whether you are wanting to know what was added to that legacy Cobol system back in the 90s, or looking for advanced techniques to better manage your ongoing C# development project, Kuscos is the software intelligence platform of choice. For development teams, managers and executives, Kuscos delivers key information regarding source code modules and team members, from design documentation to dependencies, duplicate code and quality rule violations. Kuscos also provides oversight of team activities, from repository commits to issues resolved. Better still, the same platform does this across more than 16 legacy and modern software languages. As we pointed out in our earlier post, and according to the Standish Group, over the past 5 years only 29% of software projects could be described as successful (meeting time, budget and functionality goals). Improvements over time have been minimal despite increases in code development efficiencies and design processesStarting Price: $5000 per user, per year -
2
SMART TS XL
IN-COM Data Systems
SMART TS XL is an enterprise-grade application discovery and “software intelligence” platform that enables organizations to search, analyze, and visualize dependencies across all their codebases, regardless of platform or language. It ingests source code, database schemas, configuration files, documentation, ticketing logs, JCL, and other assets, from legacy mainframes (COBOL, JCL, PL/I, AS/400, etc.) to modern distributed environments (Java, .NET, Python, JavaScript, C++, databases, scripts, text files), and catalogs everything into a centralized, searchable repository. With patented indexing technology, SMART TS XL can process millions or even billions of lines of code and return results in seconds, allowing users to instantly locate where particular fields, error messages, modules, or logic are used enterprise-wide. It generates interactive visualizations like control-flow diagrams, cross-reference graphs, and impact-analysis maps. -
3
Visual Expert
Novalys
Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL, and PowerBuilder. Identify code dependencies to modify your code without breaking your application. Scan your code to improve the security, performance, and quality. Perform Impact analysis to Identify breaking changes. Automatically scan your code to detect and fix security vulnerabilities, bugs and maintenance Issues. Implement continuous code inspection Understand the inner workings of your code with call graphs, code diagrams, CRUD Matrix and Object Dependency Matrix (ODM). Automatically generate an HTML Source Code documentation. Explore your code exploration with hyperlinks Compare applications, databases or pieces of code. Improve maintainability. Clean up code. Comply with dev standards. Analyze and Improve DB code performance: Find slow objects and SQL queries, Optimize a slow object, a Chain of calls a slow SQL, Get a query Execution Plan. And much more.Starting Price: $495 per year -
4
eXplain
PKS Software
eXplain is a specialized code-analysis and legacy-system evaluation tool from PKS Software GmbH, designed to deeply analyze, map, document, and assess legacy applications, especially on mainframe platforms such as IBM i (AS/400) and IBM Z, so organizations can understand what lives in their software, how it’s structured, and what parts are worth keeping, refactoring or retiring. It imports existing source code into an independent “eXplain server”, no need to install anything on the host system, then uses advanced parsers to examine languages like COBOL, PL/I, Assembler, Natural, RPG, JCL, and others, along with data about databases (Db2, Adabas, IMS), job-schedulers, transaction monitors, and more. eXplain builds a central repository that becomes a knowledge hub; from there, it generates cross-language dependency graphs, data-flow maps, interface analyses, clusterings of related modules, and detailed object-and-resource usage reports. -
5
CodeLogic
CodeLogic
Identify application connections, predict code change impacts, and understand complex Java and .NET codebases from API to method to database. Create a complete graph of your app structure in real time with combined binary and runtime scans. Understand the full impact of a code change before it’s deployed and accurately estimate project scope. Identify undetected software usages and references across projects and applications directly from your IDE. Many tools, such as IDEs, only expose project-specific code dependencies. CodeLogic exposes hidden code dependencies within and between applications and databases. Our approach is different; we combine binary scans with runtime profiling to create an accurate, real-time, searchable system of record for code and database dependencies. This intelligence helps application teams see the impact of code and schema changes before they are deployed to production.Starting Price: $100.00/month -
6
Rocket Enterprise Analyzer
Rocket Software
Rocket Enterprise Analyzer is an application-intelligence and static-analysis platform designed to give organizations deep visibility into large and complex mainframe or legacy application portfolios. It analyzes source code, databases, job schedulers, and system definitions, even across hundreds of millions of lines, and builds a centralized repository with full application structure. Through comprehensive dependency mapping, control-flow and data-flow visualization, impact analysis, and code-usage metrics, it reveals how modules, data elements, and processes are interconnected. It supports languages and environments typical in mainframe and legacy systems, enabling architecture-level understanding without relying on original developers or outdated documentation. A built-in AI-powered Natural Language Analysis Assistant allows developers to query the codebase using plain-English questions. -
7
The Code Registry
The Code Registry
The Code Registry is an AI-powered code intelligence and analysis platform that gives businesses and non-technical stakeholders full visibility into their software codebase, even if they don’t write code themselves. Upon connecting your code repository (GitHub, GitLab, Bitbucket, Azure DevOps, or uploading a zipped archive), the platform creates a secure “IP Vault” and runs a comprehensive automated analysis across your entire codebase. It produces a range of reports and dashboards, including a code-complexity score (revealing how intricate or maintainable your code is), open-source component analysis (detecting dependencies, license status, outdated or vulnerable libraries), security analysis (identifying potential vulnerabilities, insecure configurations or risky dependencies), and a “cost-to-replicate” valuation, estimating how much effort or resources it would take to rebuild or replace the software from scratch.Starting Price: $2 per month -
8
Moderne
Moderne
Reduce 1000s of hours of static code analysis fixes to minutes. Patch security vulnerabilities across 100s of repositories at once. Moderne automates code remediation tasks for you, enabling developers to deliver more business value all the time. Automatically make safe, sweeping changes to your codebase that improve the quality, security, and cost of code. Manage dependencies of your software supply chain, keeping software up to date continuously. Alleviate code smells automatically without all the scanning noise of SAST and SCA tools. Work in high-quality code all the time. Find and fix CVEs automatically across repositories, it's the ultimate shift left for security. The reality of modern applications is that they naturally accrue technical debt. They are composed of large and diverse codebases and ecosystems, and a supply chain of custom, third-party, and open-source software. -
9
CoreStory
CoreStory
CoreStory is a code-intelligence platform that uses AI to analyze enterprise codebases and uncover the embedded business logic, architectural structure, and technical dependencies hidden within legacy systems. It breaks down complex applications using recursive decomposition and recomposition to generate a fully queryable intelligence model encompassing business requirements, business rules, workflows, system design, and code-level insights. With real-time interactive access, teams can ask questions of their code, explore entry-points, trace dependencies, and view architecture diagrams to accelerate tasks such as legacy app modernization, application maintenance, AI-generated code governance, and developer onboarding. The platform supports injection via API/MCP into critical engineering systems, enabling visual dashboards like business-process explorer, architecture explorer, and code entry-point explorer. -
10
Semgrep
r2c
Modern security teams are “paving the road” for developers — enforcing code guardrails on every commit. r2c’s Semgrep can eliminate vulnerability classes organization-wide. Scale your security team with lightweight static analysis. Semgrep is a fast, open-source, static analysis tool that excels at expressing code standards — without complicated queries — and surfacing bugs early in the development flow. Precise rules look like the code you’re searching; no more traversing abstract syntax trees or wrestling with regexes. Start right away with 900+ rules and SaaS infrastructure to get fast results in your editor, at commit-time, or in CI. When off-the-shelf rules aren’t enough, quickly and intuitively write custom rules to express your unique code standards. Rules look like the code you’re searching. For example, rules for Go look like Go. Find function calls, class or method definitions, and more without having to understand abstract syntax trees or wrestle with regexes.Starting Price: $40 per month -
11
CodeSee
CodeSee
Quickly identify cross-code dependencies and navigate between files and folders. With insights to improve your understanding of the codebase and guide onboarding, planning, and reviews. Auto-generated, self-updating software architecture diagrams that sync to the codebase as your code evolves. With features to help you understand how files and folders are connected, see how a change fits into the larger architecture, and more. CodeSee Maps are automatically generated and updated every time a code change is merged, so you never have to worry about manually refreshing your Map. Using the Maps Insights panel, you can quickly visualize the most active areas of the codebase and get details on individual files and folders, including their age and how many lines of code they represent. Create visual walkthroughs of your code, using Tours to communicate ideal code paths, user flows, and more—and Tour Alerts will help you to ensure your Tours are always up to date. -
12
vFunction
vFunction
vFunction modernizes Java applications and accelerates migration to the cloud. Automatically and quickly extract efficient microservices from complex monolithic apps. A single pane of glass that manages, tracks full cloud migration and modernization projects across an enterprise application estate. Modernization dashboard coordinates the full migration and modernization process including marking apps for refactoring, retention, retirement, replatforming, or rewriting. Your cloud transformation projects are moving ahead – but application modernization projects are not. Help application teams get unstuck and move forward faster. The pressure to modernize is growing. Lift and shift won’t cut it. These legacy apps are hard to refactor – automation and analytics can help modernize your most complex app. Take on more complex projects confidently. -
13
Embold
Embold Technologies
Get a deeper understanding of your software with Embold's profound analysis and intuitive visuals. Visually comprehend the size and quality of every component and fully understand the state of your software at a glance. Understand issues on a component level with rich annotations and see where they are located in your code. View and navigate through all ingoing and outgoing dependencies of your software components and learn how they influence each other. Quickly understand how to refactor and split complex components by using our innovative partitioning algorithms. The EMBOLD SCORE, calculated from four dimensions, tells you which components have the biggest impact on the overall quality and need to be solved first. Analyze your code’s structural design with the help of our unique set of anti-patterns on a class, functional, and method level. Embold utilizes several metrics ranging from cyclomatic complexity to coupling between objects to measure the quality of software systems. -
14
Sourcetrail
Coati Software
Sourcetrail is an interactive source explorer that simplifies navigation in existing source code by indexing your code and gathering data about its structure. Sourcetrail then provides a simple interface consisting of three interactive views, each playing a key role in helping you obtain the information you need. Search: Use the search field to quickly find and select indexed symbols in your source code. The autocompletion box will instantly provide an overview of all matching results throughout your codebase. Graph: The graph displays the structure of your source code. It focuses on the currently selected symbol and directly shows all incoming and outgoing dependencies to other symbols. Code: The Code view displays all source locations of the currently selected symbol in a list of code snippets. Clicking on a different source location allows you to change the selection and dig deeper.Starting Price: $195.00/one-time/user -
15
Sita
Sita
Sita cuts AI spend by 30% and saves 25 hours per developer each month by automating search and documentation. It turns code, messages, and docs into a knowledge graph and feeds only relevant context to your coding tools, cutting input tokens by 32%. Sita also keeps your docs up to date and helps ship features 37% faster with 68% fewer bugs. We onboard you with white-glove support in one hour. Sita works with or without your current tools and can power them through MCP or our own agent. -
16
CodeDD
CodeDD
CodeDD uses AI to automate technical Due Diligence on software investments. Set to increase security via transparency, it allows self-serviced software stack auditing of own or external code stack. Used by M&A professionals, Investment Managers and in software procurement, it leverages the power of Large Language Models to provide actionable insights, easy and understandable reports and a cost-effective alternative to manual review. Key features: Audit Any Repository: Review entire code stacks with over +40 quality parameters. Review Security Flags: Get detailed reports on security vulnerabilities, with estimated fix times. View Project Dependencies: Gain insights into external dependencies, including licenses and vulnerabilities, backed by a database of over 2 million software packages. File-Level Insights: Dive deep into each file for a comprehensive overview of the entire codebase, without revealing any code.Starting Price: $250 per software audit -
17
EasyCode
EasyCode
EasyCode - AI that understands your codebase. Unblock developers by answering their questions instantly. Get context-aware code suggestions, understand legacy projects, and find the relevant code with ease. Use ChatGPT where you work - inside the IDE. Contextual answers and suggestions that remove friction in developer workflow. Ensure consistent coding style and receive real-time feedback on code quality. Save time from tedious and repetitive work and more time for high impact coding tasks. Facilitate better context and knowledge sharing among team members.Starting Price: $10 per month -
18
CppDepend
CoderGears
CppDepend is a comprehensive code analysis tool for C and C++ languages, tailored to assist developers in maintaining complex code bases. It offers a broad spectrum of features for ensuring code quality, including static code analysis, which is pivotal in identifying potential code issues such as memory leaks, inefficient algorithms, and deviations from coding standards. A key aspect of CppDepend is its support for widely recognized coding standards like Misra, CWE, CERT, and Autosar. These standards are crucial in various industries, particularly in developing reliable and safe software for automotive, embedded, and high-reliability systems. By aligning with these standards, CppDepend helps in ensuring that the code complies with industry-specific safety and reliability requirements. The tool's integration with popular development environments and its compatibility with continuous integration workflows make it an invaluable asset in agile development. -
19
Biome
Biome
Biome is a comprehensive toolchain for web projects, offering high-performance formatting and linting capabilities for languages such as JavaScript, TypeScript, JSX, TSX, JSON, CSS, and GraphQL. Its formatter achieves 97% compatibility with Prettier, enabling rapid code formatting that can handle malformed code in real time within various editors. The linter incorporates over 270 rules from ESLint, TypeScript ESLint, and other sources, providing detailed, contextual diagnostics to assist developers in enhancing code quality and adhering to best practices. Built with Rust, Biome ensures exceptional speed and efficiency, capable of formatting extensive codebases significantly faster than comparable tools. It is designed for seamless integration into development environments, offering a unified solution for code formatting and linting without the need for extensive configuration. Designed to handle codebases of any size. Focus on growing products instead of your tools. -
20
DeltaForce
We-Bridge
DeltaForce is an application analytics tool that provides comprehensive insight into enterprise applications and databases. DeltaForce enables organizations to improve development and maintenance productivity by delivering automated knowledge base for complex applications using multiple languages and technologies. DeltaForce automatically imports and analyzes both source files and database schema based on patent technology to find the overall detail object level dependencies among them. Because DeltaForce conducts everything based on fundamental user input configurations, user doesn’t have to manually manage the object dependencies information. Imports and analyzes both source files and database schema to map out relationships in a program. Delivers an automated knowledge base for complex applications using multiple languages and technologies. -
21
AI Graph Maker
AI Graph Maker
AI Graph Maker is a tool for creating clean, interactive data visualizations quickly and with minimal effort. It supports many chart and diagram types, like pie, bar, line, radar, Gantt, funnel, treemap, mind maps, flowcharts, org charts, knowledge graphs, timelines, and more, so you can represent hierarchical, categorical, temporal, or network data visually. You upload or input your raw data (or sometimes just use natural-language prompts), and the AI transforms it into polished charts; design, formatting, and layout are handled for you, with options to tweak visuals afterward. The UI is built to be user-friendly and responsive (works across devices), and you can export graphs in various formats (PNG, SVG, and even formats usable in tools) for further editing or embedding. The system emphasizes simplicity: you don’t need coding skills, and it delivers good visual clarity and customization in seconds.Starting Price: $4 per month -
22
Jedi
Jedi
Jedi is a static analysis tool for Python that is typically used in IDEs/editors plugins. Jedi has a focus on autocompletion and goto functionality. Other features include refactoring, code search and finding references. Jedi has a simple API to work with. There is a reference implementation as a VIM-Plugin. Autocompletion in your REPL is also possible, IPython uses it natively and for the CPython REPL you can install it. Jedi is well tested and bugs should be rare. A Script is the base for completions, goto or whatever you want to do with Jedi. The counter part of this class is Interpreter, which works with actual dictionaries and can work with a REPL. This class should be used when a user edits code in an editor. Most methods have a line and a column parameter. Lines in Jedi are always 1-based and columns are always zero based. To avoid repetition they are not always documented. -
23
Axivion Static Code Analysis
Qt Group
Axivion helps development teams deliver safer, cleaner, and more maintainable C, C++, and CUDA code by automatically detecting coding standard violations, security vulnerabilities, dead code, and code clones. It provides actionable recommendations and detailed analytics, helping teams track, resolve, and prevent defects early in the development process. Axivion also supports architecture verification, enabling teams to maintain modular and scalable codebases. Designed for safety-critical industries like automotive, aerospace, medical devices, and industrial automation, Axivion supports functional safety standards including MISRA, ISO 26262, and IEC 61508. By combining static code analysis with architecture verification, it helps teams maintain long-term code health, accelerate certification readiness, and deliver high-performance software while reducing technical debt and ensuring compliance. -
24
Helix QAC
Perforce
For over 30 years, Helix QAC has been the trusted static code analyzer for C and C++ programming languages. With its depth and accuracy of analysis, Helix QAC has been the preferred static code analyzer in tightly regulated and safety-critical industries that need to meet rigorous compliance requirements. Often, this involves verifying compliance with coding standards, such as MISRA and AUTOSAR, and functional safety standards, such as ISO 26262. Helix QAC is certified for functional safety compliance by TÜV-SÜD, including IEC 61508, ISO 26262, EN 50128, IEC 60880, and IEC 62304. In addition, it is also certified in ISO 9001 | TickIT plus Foundation Level, which is one of the most widely adopted standards to ensure that your requirements are not only met but exceeded as well. Prioritize coding issues based on the severity of risk. Helix QAC helps you to target the most critical defects using filters, suppressions, and baselines. -
25
CAST Imaging
CAST
CAST Imaging reveals the inner workings of an application by automatically mapping every technology, component, dependency, and transaction across the stack. It interprets more than 150 languages, frameworks, and databases to give teams an instant, unified view of complex software systems. With AI-powered insights, it explains architecture, shows data flows, and clarifies hidden relationships that typically take weeks to uncover. Developers and architects can analyze change impact, spot structural risks, and accelerate modernization with confidence. The platform reduces onboarding time, eliminates blind spots, and makes large-scale applications easier to evolve. CAST Imaging turns software into a visual, searchable knowledge map—so teams can deliver better outcomes faster.Starting Price: $9,000 per year -
26
yFiles
yWorks
yFiles is a powerful library for visualizing and analyzing graphs and networks. It provides comprehensive features for rendering, editing, and automatically laying out complex diagrams — from organizational charts and flowcharts to IT infrastructures. With advanced layout algorithms, interactive capabilities, and strong performance, yFiles enables developers to integrate scalable and clear graph visualizations into web, desktop, or mobile applications. Supporting multiple platforms like HTML/JavaScript, Java, and .NET, yFiles is used across industries such as telecommunications, finance, and life sciences to make complex processes and relationships easy to understand.Starting Price: $17,000/developer -
27
CAST Highlight
CAST
By scanning the source code of your applications, CAST Highlight instantly maps your software, generating the insights to understand, improve, and transform it. CIOs, CTOs, Enterprise Architects use CAST to: - Get the true view of all technologies and frameworks - Quantify technical debt and the ways to pay it down - See what’s going to break next, and how best to fix it - Drive cloud adoption faster, knowing what to move and optimize - Prove progress to the board with facts and industry benchmarks Businesses move faster using CAST technology to understand, improve, and transform their software.Starting Price: $6.8K per year -
28
Parasoft dotTEST
Parasoft
Save time and money by finding and fixing defects earlier. Reduce the effort and cost of delivering high-quality software by preventing more complicated and expensive problems down the line. Ensure your C# or VB.NET code complies with a wide range of safety and security industry standards, including the requirement traceability mandated and the documentation required to verify compliance. Parasoft's C# testing tool, Parasoft dotTEST, automates a broad range of software quality practices for your C# and VB.NET development activities. Deep code analysis uncovers reliability and security issues. Code coverage, requirements traceability, and automated compliance reporting helps achieve compliance for security standards and safety-critical industries. -
29
LDRA Tool Suite
LDRA
The LDRA tool suite is LDRA’s flagship platform that delivers open and extensible solutions for building quality into software from requirements through to deployment. The tool suite provides a continuum of capabilities including requirements traceability, test management, coding standards compliance, code quality review, code coverage analysis, data-flow and control-flow analysis, unit/integration/target testing, and certification and regulatory support. The core components of the tool suite are available in several configurations that align with common software development needs. A comprehensive set of add-on capabilities are available to tailor the solution for any project. LDRA Testbed together with TBvision provide the foundational static and dynamic analysis engine, and a visualization engine to easily understand and navigate standards compliance, quality metrics, and code coverage analyses. -
30
JFrog Xray
JFrog
DevSecOps Next Generation – Securing Your Binaries. Identify security vulnerabilities and license violations early in the development process and block builds with security issues from deployment. Automated and continuous governance and auditing of software artifacts and dependencies throughout the software development lifecycle from code to production. Additional functionalities include: - Deep recursive scanning of components drilling down to analyze all artifacts and dependencies and creating a graph of relationships between software components. - On-Prem, Cloud, Hybrid, or Multi-Cloud Solution - Impact analysis of how an issue in one component affects all dependent components with a display chain of impacts in a component dependency graph. - JFrog’s vulnerabilities database, continuously updated with new component vulnerability data, includes VulnDB, the industry’s most comprehensive security vulnerability database. -
31
Codacy
Codacy
Codacy is an automated code review tool that helps identify issues through static code analysis, allowing engineering teams to save time in code reviews and tackle technical debt. Codacy integrates seamlessly into existing workflows on your Git provider, and also with Slack, JIRA, or using Webhooks. Users receive notifications on security issues, code coverage, code duplication, and code complexity in every commit and pull request along with advanced code metrics on the health of a project and team performance. The Codacy CLI enables running Codacy code analysis locally, so teams can see Codacy results without having to check their Git provider or the Codacy app. Codacy supports more than 30 coding languages and is available in free open-source, and enterprise versions (cloud and self-hosted). For more see https://www.codacy.com/Starting Price: $15.00/month/user -
32
JSON Crack
ToDiagram
JSON Crack is an open source tool that transforms complex data formats, including JSON, YAML, CSV, XML, and TOML, into interactive, visually intuitive graphs, enhancing data comprehension and analysis. Users can input data directly, upload files, or provide URLs, and it automatically generates a visual tree graph. It supports data conversion between formats, such as JSON to CSV or XML to JSON, and includes features like JSON formatting, validation, and code generation for TypeScript interfaces, Golang structs, and JSON Schemas. Advanced tools are available for decoding JWTs, executing JQ queries, and performing JSON Path commands. Users can export visualizations as PNG, JPEG, or SVG files. All data processing occurs locally on the user's device, ensuring data privacy. Starting Price: Free -
33
Brokk
Brokk
Brokk is an AI-native code assistant built to handle large, complex codebases by giving language models compiler-grade understanding of code structure, semantics, and dependencies. It enables context management by selectively loading summaries, diffs, or full files into a workspace so that the AI sees just the relevant portions of a million-line codebase rather than everything. Brokk supports actions such as Quick Context, which suggests files to include based on embeddings and structural relevance; Deep Scan, which uses more powerful models to recommend which files to edit or summarize further; and Agentic Search, allowing multi-step exploration of symbols, call graphs, or usages across the project. The architecture is grounded in static analysis via Joern (offering type inference beyond simple ASTs) and uses JLama for fast embedding inference to guide context changes. Brokk is offered as a standalone Java application (not an IDE plugin) to let users supervise AI workflows clearly.Starting Price: $20 per month -
34
Foundational
Foundational
Identify code and optimization issues in real-time, prevent data incidents pre-deploy, and govern data-impacting code changes end to end—from the operational database to the user-facing dashboard. Automated, column-level data lineage, from the operational database all the way to the reporting layer, ensures every dependency is analyzed. Foundational automates data contract enforcement by analyzing every repository from upstream to downstream, directly from source code. Use Foundational to proactively identify code and data issues, find and prevent issues, and create controls and guardrails. Foundational can be set up in minutes with no code changes required. -
35
RubyMine
JetBrains
Take advantage of the language specific-aware syntax & error highlighting, code formatting, code completion, and quick documentation. Use smart search to jump to any class, file or symbol, or even any IDE action or tool window. It only takes one click to switch to the declaration, super method, test, usages, implementation, and more. Enjoy super fast navigation in your Rails project with an MVC-based project view and model, class, and gem dependencies diagrams. Follow community best practices with code inspections verifying your code for many types of possible errors and providing on-the-fly improvements with quick-fix options. Automated yet safe refactorings help clean up your code and keep it more maintainable. Rails-aware refactorings help you perform project-wide changes: for example renaming a controller will also rename the helper, views, and tests.Starting Price: $199 per user per year -
36
PITSS.CON
PITSS
Our PITSS.CON tool is the all-in-one legacy code analysis and transformation platform. Contact us to learn how you can use PITSS.CON to make the most of your legacy applications. Completely understand your Oracle Forms and Reports applications from the inside out. Oracle Forms and Reports applications of all sizes and levels of complexity can be quickly and accurately analyzed with our static code analysis tool, allowing organizations to take the guesswork and risk out of application development and maintenance. Using Oracle’s own API and the analytical power of its centralized data repository, our static code analysis tool performs a fast, detailed review of even the most complex and comprehensive applications. -
37
C-STAT
IAR Systems
Static analysis helps you to find potential issues in your code by doing an analysis on the source code level. C-STAT includes almost 700 checks in total, some comply with rules as defined by MISRA C:2012, MISRA C++:2008 and MISRA C:2004 and more than 250 checks mapping to issues covered by CWE. In addition, it checks compliance with the coding standard CERT C for secure coding. C-STAT executes fast and provides you with comprehensive and detailed error information. You don't need to worry about complex tool setup and struggle with language support and general build issues. C-STAT is completely integrated in the IAR Embedded Workbench IDE and enables you to easy ensure code quality in your daily development flow. It's available for most IAR Embedded Workbench products. Static analysis finds potential issues in code by doing an analysis on the source code level. In addition to raising the code quality, the analysis also aids alignment with industry coding standards. -
38
Softagram
Softagram
Software projects tend to be complex and there is the law of entropy making it more complex all the time. The developers easily get lost in the dependency network and tend to create designs that does not stand time well. Softagram provides automatically illustrations on how the dependencies are changing. Automated integration works so that pull requsts (in GitHub, Bitbucket, Azure DevOps), merge requests (in GitLab) and patch sets (in Gerrit) are decorated with a dependency analysis report that pops up as a comment in the tool you already use. The analysis also covers other aspects such as open source licenses and quality. It can be tailored for your needs. Software audits can also be efficiently performed by using Softagram analysis together with Softagram Desktop app designed for advanced software understanding and auditing usage.Starting Price: $25 per month per user -
39
PT Application Inspector
Positive Technologies
PT Application Inspector is the only source code analyzer providing high-quality analysis and convenient tools to automatically confirm vulnerabilities — significantly speeding up the work with reports and simplifying teamwork between security specialists and developers. The combination of static, dynamic, and interactive application security testing (SAST + DAST + IAST) delivers unparalleled results. PT Application Inspector pinpoints only real vulnerabilities so you can focus on the problems that actually matter. Accurate detection, automatic vulnerability verification, filtering, incremental scanning, and an interactive data flow diagram (DFD) for each vulnerability are special features that make remediation so much quicker. Minimize vulnerabilities in the final product and the costs of fixing them. Perform analysis at the earliest stages of software development. -
40
Coverity Static Analysis
Black Duck
Coverity Static Analysis is a comprehensive code scanning solution that enables developers and security teams to deliver high-quality software in compliance with security, functional safety, and industry standards. It effectively uncovers complex defects across extensive codebases, identifying and resolving code quality and security issues that span multiple files and libraries. Coverity supports compliance with a wide range of standards, including OWASP Top 10, CWE Top 25, MISRA, and CERT C/C++/Java, providing built-in reports to track and prioritize issues. With the Code Sight™ IDE plugin, developers receive real-time results, including CWE information and remediation guidance, directly within their development environment, facilitating the integration of security into the software development life cycle without compromising developer velocity. -
41
Checkov
Prisma Cloud
Verify changes to hundreds of supported resource types in all major cloud providers. Scan cloud resources in build-time for misconfigured attributes with a simple Python policy-as-code framework. Analyze relationships between cloud resources using Checkov’s graph-based YAML policies. Execute, test, and modify runner parameters in the context of a subject repository CI/CD and version control integrations. Extend Checkov to define your own custom policies, providers, and suppressions terms. Prevent misconfigurations from being deployed by embedding it into existing developer workflows. Enable automated pull/merge request annotations on your repositories without having to build a CI pipeline or run scheduled checks. The Bridge crew platform will automatically scan new pull requests and annotate them with comments for any policy violations discovered.Starting Price: Free -
42
BlueOptima
BlueOptima
BlueOptima is a world first in providing the objective metrics essential to manage successful software development. BlueOptima introduces transparent metrics to manage software development resources with automation, standardization and objectivity for the first time. BlueOptima's analytics platform empowers software developers and their companies to create better software in the most time- and cost-efficient way. The first solution of its kind, BlueOptima provides insight based on the world’s only objective software developer productivity metrics: Actual Coding Effort. It’s a breakthrough for software development. BlueOptima's SaaS platform facilitates analysis of productivity, together with quality, in enterprise software development, in terms of individuals, teams, tasks, projects, divisions, and outsourced suppliers. Understanding variations in performance across an enterprise empowers managers to optimize efficiency. BlueOptima is proven to identify savings of up to 20% of budgets.Starting Price: $59 per month -
43
Coco Code Coverage
Qt Group
Coco by Qt is an end-to-end code coverage and test analysis tool built for teams developing desktop, embedded, and safety-critical software. It supports multiple languages—including C, C++, C#, QML, and Tcl—and provides detailed insight into code coverage across unit, integration, and system testing. Coco helps engineering and QA teams identify untested paths, redundant test cases, and hidden logic branches to improve software reliability and performance. Designed for compliance-driven industries, it generates audit-ready reports aligned with international standards like ISO 26262, DO-178C, and IEC 62304. Seamlessly integrating with CI/CD pipelines and IDEs such as Visual Studio, Eclipse, and Qt Creator, Coco streamlines test validation across toolchains and environments. With precision, automation, and compliance at its core, Coco enables faster releases without compromising quality or safety. -
44
Keepsake
Replicate
Keepsake is an open-source Python library designed to provide version control for machine learning experiments and models. It enables users to automatically track code, hyperparameters, training data, model weights, metrics, and Python dependencies, ensuring that all aspects of the machine learning workflow are recorded and reproducible. Keepsake integrates seamlessly with existing workflows by requiring minimal code additions, allowing users to continue training as usual while Keepsake saves code and weights to Amazon S3 or Google Cloud Storage. This facilitates the retrieval of code and weights from any checkpoint, aiding in re-training or model deployment. Keepsake supports various machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, by saving files and dictionaries in a straightforward manner. It also offers features such as experiment comparison, enabling users to analyze differences in parameters, metrics, and dependencies across experiments.Starting Price: Free -
45
Software Ideas Modeler
Software Ideas
Software Ideas Modeler is an essential tool in software engineering. It is a feature-rich CASE tool that can help you with software design using various diagram notations and modeling tools. Try our UML modeler, ERD designer, flowchart maker, wireframing tools, or BPMN editor for free. The diagramming modules are optimized for particular tasks in the specific domain. Tools for UML diagrams, Layer diagrams, Flowcharts, and Data Flow Diagrams and others help you design your software or its crucial parts properly. Documentation and glossary modules in our CASE tool allow you to communicate your design effectively. Professionally process the user requirements using Advanced Use Case analysis or User Stories depending on your preference. Turn code to diagrams using the code analytic tools for many popular programming languages. Generate source code scaffold and code parts using source code generators, also using custom code templates.Starting Price: $68 one-time payment -
46
PlatformIO
PlatformIO
Professional collaborative platform for embedded development. PlatformIO is a next-generation, collaborative platform for embedded development that enables customers to save resources and time by vastly reducing the expenses and labor associated with creating and maintaining product software. We believe the embedded systems industry desperately needs reinvention. Not only are the IDEs and tools built with technology from the 1990s, but they involve many complex requirements and platform-dependent configurations that turn away talented developers from becoming embedded engineers. The most loved IDE solution for Microsoft Visual Studio Code. A user-friendly and extensible integrated development environment with a set of professional development instruments, providing modern and powerful features to speed up yet simplify the creation and delivery of embedded products. PlatformIO is written in pure Python and doesn't depend on any additional libraries/tools from an operation system. -
47
JShaman
JShaman
JShaman is a specialized JavaScript obfuscation and encryption platform that has been protecting code for over nine years. It allows users to securely obfuscate their JS by simply pasting or uploading files, with no registration required. The tool produces irreversible, high-strength obfuscation, ensuring that code cannot be restored or easily reverse-engineered. JShaman supports ES5, ES6, Node.js, H5, games, mini-programs, and web applications, making it widely compatible across use cases. By applying techniques like control-flow flattening, AST tree reconstruction, and virtual machine execution, it prevents code theft, cracking, and data leakage. Trusted by developers worldwide, JShaman strengthens web applications against analysis, copying, and hacker attacks. -
48
TeamFlow
TeamFlow
Create clear and consistent process diagrams. Make it easy for everyone in your organization to understand what's going on. Build a Process Repository for your organization. This gives your team a single source of truth for all your process documentation. With TeamFlow® your diagram is more than just a picture. Each diagram is a fully-featured graph data model of your process. TeamFlow® uses a universal data model giving you more than just a picture. Jump right in and create your process diagram in seconds. Drag and drop tasks, meetings, decisions and more to bring your process to life. Easily visualize your process with clean shapes and colors so that everyone in your organization can understand your process flows. TeamFlow® uses a simple and easy-to-understand design language so that your process diagrams have a consistent look each and every time. TeamFlow® is committed to privacy and security at every level.Starting Price: $10 per month -
49
Astah UML
Astah
Astah UML is a powerful, easy-to-use diagramming tool tailored for creating UML diagrams in software development. It supports a wide range of UML 2.x diagrams, including class, use case, sequence, activity, and component diagrams, and provides users with tools for designing and managing complex projects. The platform features assist functions to speed up diagram creation, such as auto-creating class diagrams, alignment guides, and auto-layout. Additionally, users can integrate with other tools like Miro, PlantUML, and yUML, and customize the platform through an extensive library of plug-ins. Astah UML also supports reverse engineering of Java, C#, and C++ code and offers seamless code generation from diagrams. Diagrams can be exported in multiple formats, and the platform integrates well with office applications. It’s suitable for students, individual engineers, and development teams, making it a versatile tool for both learning and professional use in software modeling. -
50
CodeAnt AI
CodeAnt AI
Summarize pull request changes concisely to help the team quickly understand their impact. Detect and auto-fix code quality issues and anti-patterns for 30+ languages. Scan every code change for OWASP, CWE, SANS, and NIST vulnerabilities, and fix them. Scan every PR against over 10,000 policies to detect infrastructure as code issues and understand their impact. Identifies and protects sensitive information in your codebase, including API keys, tokens, and other secrets. Identify potential issues in code logic, and data structures, and understand their impact. Get a Code Health Dashboard and gain instant visibility into your code and infrastructure's health. Identify high-severity issues, understand their impact, and fix them. Receive weekly executive reports on new issues found, fixed, and pending resolution. Your pair programmer that will help you find and auto-fix over 5000+ code quality issues and security vulnerabilities without leaving the IDE.Starting Price: $19 per month
