It's important to understand the benefits of using GPT3 compared to Codex models when generating code. There are a few differences.

GPT3, or Generative Pre-trained Transformer 3, is a state-of-the-art language generation AI model developed by OpenAI. It has the ability to generate natural language text based on input, making it a powerful tool for developers. On the other hand, Codex models are specifically designed for code generation and are optimized for a narrower scope.

One of the main advantages of using GPT3 is its versatility. It can generate text in a wide range of styles and for a wide range of applications, including code generation. This versatility allows developers to use GPT3 for a variety of tasks, from writing comments to generating entire code blocks.

Another advantage of GPT3 is its ability to learn from vast amounts of data. With its massive training corpus, GPT3 has a deep understanding of language and can generate high-quality code with minimal supervision. In contrast, Codex models are trained on smaller datasets and may not have the same level of language understanding as GPT3.

GPT3 also has the advantage of being able to use context to generate code. This implies that it can consider the context of the code it's producing and produce code that is better suited to the particular task at hand. In contrast, Codex models may generate code that is not well-suited for the task because they don't have access to the same level of context.

In conclusion, OpenAI GPT3 API offers several advantages over Codex models for code generation, including versatility, deep language understanding, context awareness, and ease of integration. Whether you're a seasoned web developer or just starting out, understanding the benefits of GPT3 can help you make the most of your code generation tasks.