Codex by OpenAI VS Awesome ChatGPT Prompts

Awesome ChatGPT Prompts

Game Genie for ChatGPT

Landing page //
2023-05-19

Landing page //
2023-10-22

Codex by OpenAI features and specs

Code Generation
OpenAI Codex can generate code snippets based on natural language prompts, saving time for developers and enhancing productivity.
Language Versatility
It supports multiple programming languages, allowing developers to work in a variety of coding environments.
Learning Tool
Codex serves as an educational tool, helping new programmers understand coding concepts by providing instant code examples.
Debugging Assistance
Codex can assist in debugging by providing possible corrections and optimizations for existing code.
Integration Friendly
It can be integrated into various IDEs and development tools, making it accessible directly within a developer’s workflow.

Possible disadvantages of Codex by OpenAI

Accuracy Issues
The generated code might not always be accurate or optimized, requiring close scrutiny and modifications by the developers.
Dependence on Input Quality
The quality and clarity of the generated code are highly dependent on the quality and specificity of the input prompts.
Limited Context Understanding
Codex may struggle with understanding complex or context-specific requirements, which can lead to inappropriate code suggestions.
Security Risks
There is a potential risk of generating insecure or vulnerable code, which can be a concern for sensitive applications.
Cost
Depending on the usage model, incorporating Codex into development processes may involve significant costs.

Awesome ChatGPT Prompts features and specs

Comprehensive Variety
The repository contains a wide range of prompts covering diverse topics, making it useful for various applications and industries.
Community-Driven
Prompts are contributed and reviewed by a community of users, ensuring continuous updates and improvements.
Time-Saving
Provides ready-to-use prompts that save time for developers, researchers, and content creators who need quick and effective usage of ChatGPT.
Inspirational
Offers inspiration and ideas for new ways to utilize ChatGPT, sparking creativity and innovation in AI applications.
Educational Resource
Acts as a learning tool for those new to AI and prompt engineering, illustrating effective ways to interact with language models.

Possible disadvantages of Awesome ChatGPT Prompts

Quality Variation
Contributions from multiple sources can lead to inconsistency in quality and effectiveness of the prompts.
Overwhelming
The sheer volume of prompts can be overwhelming for new users, making it difficult to find the best or most relevant ones quickly.
Relevance
Some prompts may become outdated or less relevant over time, necessitating careful curation and continuous updating.
Lack of Personalization
Generic prompts may not cater to specific use-cases, requiring users to customize or tweak prompts to suit their unique needs.
Potential Misuse
Without proper understanding and ethical considerations, users might employ powerful prompts inappropriately, leading to misinformation or other negative outcomes.

Analysis of Codex by OpenAI

Overall verdict

Codex is generally considered good, especially for its specific applications in coding and software development. Its ability to streamline coding tasks and provide intelligent code assistance makes it a valuable tool for developers looking to enhance productivity and accuracy.

Why this product is good

Codex by OpenAI is designed as a powerful AI model for understanding and generating human-like text. It is a successor to GPT-3 with specialized capabilities in understanding and writing code, making it well-suited for programming-related tasks. Codex can assist developers by auto-completing code snippets, offering code suggestions, and helping with language interpretation across different programming languages.

Recommended for

Software developers seeking coding efficiency
Programmers looking for code suggestions
Individuals learning to code
Developer teams aiming to streamline their workflow
Data scientists requiring quick script and data analysis tool generation

Analysis of Awesome ChatGPT Prompts

Overall verdict

Yes, Awesome ChatGPT Prompts is a good resource. It provides well-organized prompts that help users maximize their interaction with ChatGPT and benefit from its full potential, improving user experience overall.

Why this product is good

Awesome ChatGPT Prompts is a curated list of high-quality prompts that enhance the interaction with ChatGPT, making it easier and more effective for users to elicit specific responses or tackle various tasks. It is a valuable resource for both novice and experienced users who want to leverage ChatGPT's capabilities efficiently.

Recommended for

Students looking to use ChatGPT for research assistance
Developers wanting to integrate ChatGPT into applications
Writers seeking inspiration or content generation support
Anyone interested in exploring or improving their use of ChatGPT

Category Popularity

0-100% (relative to Codex by OpenAI and Awesome ChatGPT Prompts)

Awesome ChatGPT Prompts

Developer Tools

100 100%

Developer Tools

0% 0

Productivity

4 4%

Productivity

96% 96

16 16%

84% 84

Coding

100 100%

Coding

0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Codex by OpenAI and Awesome ChatGPT Prompts

Codex by OpenAI Reviews

Top 10 Vercel v0 Open Source Alternatives | Medium

Kicking off our list is OpenAI Codex, a powerful AI model that’s capable of generating code based on natural language descriptions. While not a complete platform like Vercel v0, Codex can be integrated into various development environments to provide AI-assisted coding capabilities.

Source: medium.com

Awesome ChatGPT Prompts Reviews

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Social recommendations and mentions

Based on our record, Codex by OpenAI should be more popular than Awesome ChatGPT Prompts. It has been mentiond 73 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Codex by OpenAI mentions (73)

OpenAI Codex Review
> incorrect, its an o3 finetune. This is Open AI's fault (and literally every AI company is guilty of the same horrid naming schemes). Codex was an old model based on GPT-3, but then they reused the same name for both their Codex CLI and this Codex tool... I mean, just look at the updates to their own blog post, I can see why people are confused. https://openai.com/index/openai-codex/. - Source: Hacker News / 26 days ago
OpenAI o3 and o4-mini – OpenAI
The big step function here seems to be RL on tool calling. Claude 3.7/3.5 are the only models that seem to be able to handle "pure agent" usecases well (agent in a loop, not in an agentic workflow scaffold[0]). OpenAI has made a bet on reasoning models as the core to a purely agentic loop, but it hasn't worked particularly well yet (in my own tests, though folks have hacked a Claude Code workaround[1]). o3-mini... - Source: Hacker News / about 2 months ago
AI Agents — A Software Engineer’s Overview
Fine-tuning based learning (pre-trained optimization). For example, a language model (e.g., OpenAI Codex) fine-tuned for the software development tasks. - Source: dev.to / 5 months ago
Codestral: Mistral's Code Model
> there's no CodeGPT, its just GPT4 Codex[1] is OpenAI's CodeGPT. It's what powers GitHub Copilot and it is very good but not publicly accessible. Maybe they don't want something else to outcompete Copilot. [1] https://openai.com/index/openai-codex/. - Source: Hacker News / about 1 year ago
Klarna AI assistant handles two-thirds of customer service chats in first month
> it would need some human touch but most of the work will be done already By that very loose standard, the matter of time is 2 years 6 months 18 days ago — August 10, 2021 was OpenAI's blog post about the Codex model, with a chat interface producing functional JavaScript: https://openai.com/blog/openai-codex Right now, what I see coming out of these tools (and what I see in the jobs market) gives me the... - Source: Hacker News / over 1 year ago

Awesome ChatGPT Prompts mentions (45)

AI killed my coding brain but I’m rebuilding it
Awesome-chatgpt-prompts Great for inspiration, not substitution. - Source: dev.to / 28 days ago
🌌 5 Open-Source GPT Wrappers to Boost Your AI Experience 🎁
Aside from the built-in prompts powered by awesome-chatgpt-prompts (Are you an ETH dev, a financial analyst, or a personal trainer today?), you can also create, share and debug your chat tools with prompt templates. - Source: dev.to / over 1 year ago
Ask HN: Daily practices for building AI/ML skills?
I've found the following resources helpful: - 15 Rules For Crafting Effective GPT Chat Prompts (https://expandi.io/blog/chat-gpt-rules/) - Awesome ChatGPT Prompts (https://github.com/f/awesome-chatgpt-prompts) For more resources of like nature, you can search for "mega prompt". - Source: Hacker News / over 1 year ago
Prompt writing communities
Someone assembled an adhoc page in Github that is amassing quite a large library of prompt ideas [Github]. Source: over 1 year ago
Ask HN: Collection of best GPT-4 prompts?
I like to use PromptLayer for this. But you could easily set up a simple CRUD web app to track prompts/average completion token # length, different variations. There is also awesome-chatgpt-prompts (https://github.com/f/awesome-chatgpt-prompts) which has some interesting ones. What are you looking for? - Source: Hacker News / over 1 year ago