chatgpt and other ai的进一步展开说明

Introduction

Since its introduction, ChatGPT has gained popularity and transformed how AI is used, including by developers. It has improved search results, enhanced human skills, and revolutionized coding. However, due to its widespread use, ChatGPT can become overwhelmed, resulting in long wait times. It also struggles with generating long-form, structured code snippets and has limited knowledge beyond 2023. To address these issues, we have compiled a list of the top ChatGPT alternatives that are specifically designed for coding and cater to the needs of developers. Each alternative is discussed in detail, including its benefits, features, limitations, and pros and cons.

1. ChatGPT+ (GPT⑷)

ChatGPT+ (GPT⑷) is the latest AI model developed by OpenAI, the same team behind ChatGPT. It is an upgrade to GPT⑶.5 and offers superior performance in producing human-like responses, recognizing content in images, and completing complex tasks accurately. The model is trained on a larger dataset than GPT⑶.5 and supports various programming languages. It can be accessed through extensions like GitHub Copilot within an IDE. In our testing, we found that GPT⑷ is intelligent and fast for programming tasks, solving problems in under two minutes that would take an average developer much longer. It can transform a rough design sketch into a functioning website, quickly debug code, and analyze code snippets for security vulnerabilities. The only drawback is that GPT⑷ requires a $20 monthly subscription to ChatGPT Plus.

Benefits:

• Available when ChatGPT is busy
• Supports over 15 programming languages

2. GitHub Copilot and Copilot X

GitHub Copilot, powered by OpenAI technology, is an AI Pair Programmer developed by GitHub. It is a generative trained model built using trillions of lines of code from GitHub repositories. Copilot offers auto-completion of code based on context and supports various programming languages. Recently, Copilot X, powered by the GPT⑷ model, was introduced, adding features like AI chat assistance, pull request support, test generation, and inbuilt CLI functionality. However, Copilot’s code suggestions are not always accurate, occasionally providing long-form or deprecated codes when shorter, clearer options exist. Copilot offers a 30-day free trial and is free to use for students, teachers, and open-source project maintainers.

Benefits:

• Developed by GitHub
• Accessible through code editors

3. OpenAI Playground

OpenAI Playground is a demo version of ChatGPT with advanced features. It has a larger neural network than ChatGPT, making it a more powerful AI tool for developers. The Playground offers various adjustment options, including model type, frequency penalty, token count, and loading presets. It is an ideal place for developers to test AI features before integration. The Playground, like ChatGPT, is accurate and effective in answering coding-related questions. However, it is not entirely free and requires a subscription or additional credits.

Benefits:

• Extra tweaking options
• API available

4. Bing AI

Bing AI, developed by Microsoft, stands out for its ability to provide valid, up-to-date code results and cite sources for additional reading. It offers additional prompts to address programming questions. Bing AI runs on GPT⑷ and supports image generation on the fly, providing dummy images for use in projects. One limitation is the cap on the number of prompts per session, often requiring multiple sessions. Bing AI is currently free, and it is likely that Microsoft will continue to provide it for free, similar to Google’s AI services.

Benefits:

• Created by Microsoft
• Free to use

5. Amazon CodeWhisperer

Amazon CodeWhisperer, similar to GitHub Copilot, suggests code snippets using AI as you type. It has been trained using open-source and Amazon library code, making it particularly effective for developers working with Amazon services. CodeWhisperer works within various IDEs and helps with bug detection and performance enhancement. The tool is free during the preview stage, but there is no information on whether it will remain free after the official release.

Benefits:

• Free to use
• Created by Amazon

6. ChatSonic

ChatSonic is a large-scale, trained model for dialogue response generation, serving as an alternative to ChatGPT. Developed by Hashnode, this AI chatbot supports features like up-to-date code results, voice text-to-speech, and image generation. ChatSonic performs well in coding tests, offering explanations and bug fixes. However, it has limitations compared to ChatGPT, such as a clustered interface and reduced effectiveness after multiple inputs. ChatSonic offers a free trial with 10,000 included words before requiring a subscription.

Benefits:

• Up-to-date code results
• API available

7. Tabnine

Tabnine was among the first to introduce code auto-suggestion in IDEs. It has been trained on open-source programs and offers suggestions based on project context. Tabnine supports various programming languages and can run on different environments like IDEs, servers, and even offline. However, Tabnine’s code suggestions may not always be precise due to a lesser amount of training data than ChatGPT. Tabnine has both free and paid plans, offering more features with the paid subscription.

Benefits:

• Accessible through code editors
• Free version available

8. Rix

Rix is an AI chatbot designed specifically for developers and built by Hashnode. It is useful for finding programming solutions with citations and allows code execution within the chatbot interface. Rix supports a wide range of programming languages and frameworks, offering specialized training for each. However, Rix is not as powerful as other alternatives and may not adequately explain certain programming questions.

Benefits:

• Free to use
• Can run code within the chatbot

9. AskCodi

AskCodi is an AI tool powered by OpenAI and trained on publicly-accessible source code. It offers integration with various software development aspects, including frontend and backend use, code documentation, testing, and more. AskCodi supports multiple programming languages and frameworks. The limitation is that it provides only 100 free tokens per prompt each month, requiring an upgrade to the paid tier or waiting until the following month.

Benefits:

• Accessible through code editors
• Supports native languages

10. Google Bard

Google Bard is an AI chatbot built on a modern, research-based large language model (LLM). Although still in its early stages, it shows potential for analyzing code and serving developers. While some code can be accurately explained, Bard is not as efficient as other alternatives. As with Google’s AI services, Bard is currently free.

Benefits:

• Created by Google
• Free to use

Conclusion

Although ChatGPT is a powerful AI tool, exploring alternative options can bring significant benefits to developers. These alternatives are designed specifically for coding and cater to the needs of developers. By leveraging the latest advancements in AI, developers can enhance their work and achieve better results. It is essential for developers to choose the alternative that best fits their requirements and preferences. Whether it’s ChatGPT+, GitHub Copilot, OpenAI Playground, Bing AI, Amazon CodeWhisperer, ChatSonic, Tabnine, Rix, AskCodi, or Google Bard, these tools offer a range of features and capabilities that can help developers save time, resolve coding issues, and improve efficiency.

chatgpt and other ai的常见问答Q&A