Compare CodeAssist vs. Lingma in 2026

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Description

When utilizing the CodeAssist plugin or extension, the code you are working on is transmitted to the CodeAssist API for processing, which results in a response that may include either code modifications or messages. At present, this processed code is not retained on the server, and any updates regarding this policy will be communicated to you. If you choose not to employ the "Complete" feature, which can be accessed via the ALT+X shortcut, only the currently open file in the editor will be processed; however, activating the "Complete" feature allows the API to consider additional files within your codebase. To generate the response, CodeAssist forwards the code to the OpenAI API, which retains this information for a duration of one month to ensure the provision and maintenance of their services, adherence to legal obligations, and the enforcement of their policies. It's important to note that OpenAI does not utilize your code for enhancing their services or for the training of their models, ensuring the confidentiality of your work. Furthermore, you can rest assured that your code will not be used in any way that compromises your privacy or security.

Description

Lingma serves as Alibaba Cloud's AI-driven coding assistant, aimed at enhancing the efficiency of software development processes. Featuring capabilities such as line and function-level real-time code completion, natural language-based code generation, and smart troubleshooting, it allows developers to articulate their requirements in simple language, resulting in automatically generated code within the editor. Supporting an extensive array of over 200 programming languages, Lingma also offers in-depth code explanations accompanied by visual flow charts. Furthermore, it can assess codebases to produce unit tests, automatically compile and execute code, and rectify issues to boost test coverage. Users can even upload images for contextual analysis, which aids in generating code or delivering bug fixes based on specified requirements. For corporate users, Lingma seamlessly integrates with private data sources, such as documents and repositories, to refine its model outputs and ensure they adhere to company standards, thereby maximizing its utility in professional environments. Additionally, this integration fosters a collaborative atmosphere for development teams, promoting a more streamlined workflow across projects.