DeepCode AI, which is part of Snyks Code platform, uses purpose-built AI for secure development. It combines multiple AI models, security-specific training data, and the expertise of top security researchers to detect and fix vulnerabilities while helping manage technical debt. DeepCode AI supports 11 programming languages and has a vast knowledge base of over 25 million data flow cases.
Amazon CodeGuru is an innovative security tool that uses the power of AI to detect and fix vulnerabilities in code. It consists of two main components: CodeGuru Reviewer, which provides intelligent recommendations based on best practices and common coding patterns, and CodeGuru Security, a static application security testing (SAST) tool that uses machine learning to detect security vulnerabilities and policy violations in your code.
Both DeepCode AI and Amazon CodeGuru offer free accounts with paid plans starting from $25 per month per Snyk product or $10 per 100,000 lines of code reviewed for CodeGuru Reviewer (free during the public preview period). They also provide metrics dashboards that give a high-level overview and inline code fixes with plug-and-play code blocks to replace vulnerable lines of code.
In terms of AI coding assistants, GitHub Copilot is one of the most popular tools available today. It uses machine learning algorithms to suggest code completions based on context and can even generate entire code snippets for you. However, it’s not perfect and may sometimes provide incorrect or incomplete suggestions.
Another AI coding assistant worth mentioning is Tabnine, which provides intelligent code completion and real-time coding assistance within popular IDEs like Visual Studio Code and IntelliJ IDEA. It uses a deep learning model to understand the context of your code and suggest relevant completions based on that understanding.
ChatGPT, while not specifically designed for programming tasks, can still be useful in answering broad programming queries and explaining concepts. However, it’s not as good at providing detailed code completion or real-time coding assistance like GitHub Copilot or Tabnine.
In terms of pricing, GitHub Copilot is a subscription-based service with monthly and yearly billing options starting from $10 per calendar month for the monthly plan or $100 per year for the annual plan. Other AI coding assistants like Tabnine and Amazon CodeWhisperer offer similar features but may have different pricing models depending on their specific use cases.
In terms of which tool is better than GitHub Copilot, it ultimately depends on your needs as a developer. If you’re looking for extensive language support and real-time code completion within an IDE, then GitHub Copilot might be the best option for you. However, if you need broader AI functionalities like natural language queries or learning programming concepts, tools like ChatGPT or Amazon CodeWhisperer may be more suitable.
In terms of pricing, GitHub Copilot is a subscription-based service with monthly and yearly billing options starting from $10 per calendar month for the monthly plan or $100 per year for the annual plan. Other AI coding assistants like Tabnine and Amazon CodeWhisperer offer similar features but may have different pricing models depending on their specific use cases.