Voice In VS Codex by OpenAI

Voice In

Type faster using speech-to-text on any website

Codex by OpenAI

AI that writes the code for you

Landing page //
2023-06-28

Landing page //
2023-05-19

Voice In features and specs

Ease of Use
Voice In provides a simple and intuitive interface that makes it easy for users to enable voice typing in web applications.
Integration
Supports integration with a wide range of web applications, enabling users to use voice typing across different platforms like Google Docs, Gmail, and more.
Accuracy
Utilizes advanced speech recognition technology to ensure high levels of accuracy in transcribing spoken words to text.
Multilingual Support
Supports multiple languages, allowing users to dictate text in a variety of languages other than English.

Possible disadvantages of Voice In

Internet Dependency
Requires a stable internet connection to function, which could be a limitation in areas with poor connectivity.
Privacy Concerns
Users might have concerns about their voice data being shared or stored, as with any voice recognition software.
Recognition Errors
Despite high accuracy, there can be occasional errors in recognition, especially with accents or uncommon words.
Limited Offline Functionality
The tool may have limited functionality when offline, restricting its use in environments without internet access.

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.

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

Category Popularity

0-100% (relative to Voice In and Codex by OpenAI)

Codex by OpenAI

35 35%

65% 65

Developer Tools

0 0%

Developer Tools

100% 100

Productivity

68 68%

Productivity

32% 32

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100 100%

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User comments

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Reviews

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

Voice In Reviews

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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

Social recommendations and mentions

Based on our record, Codex by OpenAI seems to be a lot more popular than Voice In. While we know about 73 links to Codex by OpenAI, we've tracked only 1 mention of Voice In. 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.

Voice In mentions (1)

Using your voice to type in Salesforce
I am the founder of Voice In. Voice In lets users type using voice in Salesforce and 1000s of other websites. It leverages state-of-the-art AI models to achieve this. Source: over 3 years ago

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 / 5 months 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 / 6 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 / 9 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 / over 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