OpenAI GPT-4 API Access Granted: Now – Today!

Developers around the world have been eagerly awaiting access to OpenAI’s GPT-4 API, and the wait is finally over. After a period of limited availability, the highly anticipated language model is now accessible to a broader audience of developers, unlocking new possibilities in natural language understanding and generation.

Starting with existing OpenAI API developers who have a history of successful payments, GPT-4 API access has been granted, giving you the chance to innovate and build using this powerful technology. Soon, OpenAI aims to extend access to new developers by the end of the month, and increase rate-limits thereafter, based on compute availability. This opens up an exciting world of opportunities for you to create groundbreaking applications that can revolutionize industries, streamline tasks, and empower users like never before. In addition to this long-awaited release, you can pair your developer API to GPT with an automated software engineer called Cheatlayer to help speed your development projects along! Although, you’ll still have to wait for Cheatlayer to integrate GPT4 – they’re still in the developing stages.

Overview of GPT-4 API Access

You’ll be excited to know that OpenAI has made GPT-4 available as an API for developers. This API access enables you to build applications and services using one of the most advanced language models available today.

GPT-4 has been designed to improve upon its predecessor, offering more capabilities for complex reasoning tasks. While the differences between GPT-4 and GPT-3.5 may not be significant for basic tasks, GPT-4 proves to be much more capable in complex situations.

The GPT-4 API, now in general availability, allows you to integrate this powerful model into your applications. By using this API, you can harness the power of GPT-4 to enhance your products and create new, innovative solutions.

To get started with the GPT-4 API, you’ll need to join the waitlist and provide some essential information, such as your name, email, company name, and organization ID. Once you have access to the API, you can primarily focus on either building a new product or integrating GPT-4 into an existing one.

Keep in mind that it’s crucial to abide by OpenAI’s guidelines and avoid using GPT-4 for unethical purposes or creating disinformation. By leveraging this cutting-edge technology responsibly, you can create groundbreaking applications and contribute to advancements in artificial intelligence.

In summary, the GPT-4 API access offers a great opportunity for developers like you to harness the immense power of OpenAI’s latest language model. Embrace this opportunity and use the GPT-4 API to build innovative products, improve existing ones, and drive advancements in the field of AI.

Key Features of GPT-4 API

Model Improvements

As a developer, you now have access to the GPT-4 API, which offers advanced capabilities compared to its predecessor, GPT-3.5. With the GPT-4, you’ll experience increased reliability, creativity, and the ability to handle more nuanced instructions, making it a powerful tool for solving complex problems and enhancing your applications.

Rate-Limits and Compute Availability

When working with the GPT-4 API, it’s important to be aware of the rate-limits and compute availability constraints. Keep in mind that during the gradual rollout of the GPT-4, OpenAI prioritizes API access for exceptional developers participating in the OpenAI Evals program. The 8K and 32K engine requests are processed at different rates, and you might receive access to them at different times based on capacity.

GPT-4-32k API

The GPT-4-32k API represents one of the large-scale engines available to enhance your applications. This engine can provide broader general knowledge and excellent problem-solving abilities for more complex tasks, enabling you to harness the potential of GPT-4’s advanced capabilities.


Working with the GPT-4 API involves handling tokens, which are the basic units of text processed by the model. Keep in mind the token limits for different GPT-4 engines to ensure smooth requests and outputs. Pay attention to token usage when designing your prompts and responses, and remember that the more tokens you use, the more compute will be required. Balancing your token utilization is crucial for optimizing performance and cost-efficiency.

Migration from GPT-3 to GPT-4

As a developer, the long-awaited moment is finally here. OpenAI has granted access to the GPT-4 API, unlocking a new range of possibilities in AI-enhanced applications.

Advantages of GPT-4 Over GPT-3

GPT-4 boasts several improvements over its predecessor, GPT-3. For instance, GPT-4 is a large multimodal model capable of accepting both image and text inputs, emitting text outputs, and exhibiting human-level performance on various professional and academic benchmarks1.

Key advantages of GPT-4 over GPT-3 include:

  • Improved language understanding and text generation
  • Greater context awareness
  • Enhanced performance in complex and multifaceted tasks

Transition Process

Migrating from GPT-3 to GPT-4 as a developer should be a smooth process. To help you make the most of the new features, consider the following steps:

  1. Familiarize yourself with the GPT-4 documentation2 to better grasp how its capabilities can improve your application.
  2. Compare and contrast the API endpoints for both GPT-3 and GPT-4 to understand any differences and adjust your code as necessary.
  3. Test extensively to ensure your application performs as expected while taking full advantage of GPT-4’s enhanced capabilities. Remember to compare results with your previous GPT-3 implementation.

By following these steps, you’ll be well on your way to harnessing the full potential of GPT-4, elevating your application to a new level.


  1. GPT-4 – OpenAI
  2. OpenAI API documentation

Pricing and Subscription Details

Free Access for New Developers

Good news for new developers: OpenAI is offering a free tier access to GPT-4 API, allowing you to explore its features and capabilities without incurring any cost. This provides an excellent opportunity for you to try out GPT-4 and assess its potential in your projects.

Successful Payments

For continued access to GPT-4 API, ensure that your account is in good standing by making successful, on-time payments. OpenAI has updated their pricing model, reducing the price of prompt tokens. Now, for models with 8k context lengths, such as GPT-4 and gpt-4-0314, the cost is $0.03/1k prompt tokens and $0.06/1k sampled tokens.

Plans and Caps

Alongside the API, the GPT-4 is available with a $20 monthly subscription to ChatGPT Plus, aimed at providing enhanced experience and performance. As an API user, it’s essential for you to keep an eye on your plans and usage caps to effectively utilize GPT-4’s features and ensure uninterrupted access. Stay informed about any changes in pricing or plans by regularly checking the OpenAI Pricing page.

Projects and Solutions

As a developer, you may have been eagerly awaiting access to OpenAI’s GPT-4 API. Its general availability brings a remarkable opportunity for innovation in various projects and solutions, particularly in the domains of chat-based models and AI research.

Chat-Based Models

The versatility of GPT-4 enables you to build a wide range of chat-based models. By leveraging this powerful AI model, you can develop sophisticated conversational agents and chatbots. Implementing GPT-4 in your projects can significantly improve customer service, user engagement, and natural language understanding capabilities. Furthermore, GPT-4’s improvements over its predecessor enable it to generate more accurate and coherent conversational responses.

Implementations in AI Research

Researchers and developers can now utilize GPT-4 within their AI research projects. With this cutting-edge technology, you and your colleagues can explore various research areas, such as:

  • Text summarization: GPT-4 can significantly enhance the quality and readability of summarized content.
  • Sentiment analysis: Employing GPT-4 can enhance your project’s capability of gauging the perception of customers and users, providing better insights into their needs and preferences.
  • Language translation: GPT-4 shows promise in machine translation, helping you to bridge the gap between different languages and cultures.

Incorporating GPT-4 within your projects and solutions allows you to stay at the forefront of AI innovation, pushing the boundaries of what’s possible.

Potential Challenges and Solutions

Demand and Compute Capacity

As GPT-4 becomes more accessible, there may be an increased demand for the API, which could potentially lead to challenges in compute capacity. You should be aware that, in the initial stages, there might be limitations in availability or resource sharing. However, OpenAI is committed to providing efficient resources to accommodate developers’ needs. By actively monitoring usage trends and making necessary adjustments to their infrastructure, OpenAI hopes to optimize compute capacity and ensure that your access to the GPT-4 API remains smooth and responsive.

Prompt Injection Attacks

With increased usage of GPT-4, there’s a possibility of prompt injection attacks, where malicious users could manipulate the input data to derive inappropriate or harmful outputs. As a developer, you should be cautious about handling user inputs and using proper validation techniques to minimize the risk of such attacks. OpenAI is working to improve the safety and robustness of GPT-4, but you should also actively participate in safeguarding your applications by implementing secure coding practices and adopting approaches like input filtering. By staying vigilant and collaborating with the broader community, you can help tackle this challenge efficiently.

Whisper API and Future Developments

Whisper ASR System

Whisper is an Automatic Speech Recognition (ASR) system developed by OpenAI. It’s designed to convert spoken language into written text accurately and efficiently. As a developer, you can now access the Whisper API to integrate this powerful speech-to-text technology into your applications and services. Incorporating Whisper into your projects can provide advanced voice capabilities and improve accessibility for users.

Future Integration

The exciting development of GPT-4’s availability as an API means that, in combination with the Whisper API, developers can create sophisticated applications that leverage these cutting-edge AI technologies. Imagine building a system where users can provide voice commands, which are then converted to text by Whisper, and processed by GPT-4 to deliver meaningful interactions or provide informed replies.

By integrating both ChatGPT and Whisper APIs into your applications, you’ll unlock a new era of user experience and open up endless possibilities for interaction and problem-solving. It’s time to explore this exciting new world of AI capabilities and create innovative solutions to meet the demands of today’s users. Remember to maintain a focused approach and adhere to the principles of the technologies you’re using, ensuring confident, knowledgeable, neutral, and clear communication.

Community Resources

GitHub Repositories

As a developer, you can find numerous GitHub repositories dedicated to GPT-4 APIs and related projects. These repositories can be extremely helpful for learning how to integrate GPT-4 into your applications or developing new tools using the API. From sample code to full-fledged projects, these repositories offer a wealth of information and inspiration for both beginners and experienced developers.


To enhance your understanding of the GPT-4 API, explore the range of available tutorials. These resources are designed to guide you through different aspects of using GPT-4, from basic API calls to more complex integrations. Many tutorials cater to different skill levels, so you can find something suitable, whether you are a student just starting in the field or a seasoned developer looking to expand your knowledge.

Online Discussions

Joining online discussions and forums can help you connect with other developers working with GPT-4 and keep you up-to-date with the latest trends and developments. Platforms such as OpenAI Developer Forum and Reddit provide spaces where you can ask questions, share insights, and collaborate on projects. By actively participating in these discussions, you can learn from the experiences of others, seek advice, and contribute to the community.


You’ve likely been anticipating the moment when OpenAI would grant GPT-4 API access to developers like yourself. The wait is over, as OpenAI has made GPT-4 generally available to all existing API developers with a history of successful payments, and they plan to extend access to new developers by the end of July 2023 1.

You can now work with GPT-4, which is a large multimodal model that accepts image and text inputs while emitting text outputs 2. This powerful AI tool showcases human-level performance on various professional and academic benchmarks, making it a valuable asset for your projects and applications.

The gradual rollout of GPT-4 API access prioritizes developers who contribute exceptional model evaluations to OpenAI Evals 3. This approach helps OpenAI learn how to refine the model for everyone’s benefit.

As you begin to utilize GPT-4 to its full potential in your projects, remember the impact of technologies like this on various industries and applications. With GPT-4 now at your fingertips, you can participate in shaping the future of AI.



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Frequently Asked Questions

How long does it take to get ChatGPT 4 API access?

The time it takes to get access to the ChatGPT 4 API can vary, as it depends on OpenAI’s gradual rollout process. During the rollout, OpenAI prioritizes access to developers who contribute exceptional model evaluations through OpenAI Evals.

How do I get approved for GPT-4 API?

To get approved for GPT-4 API access, you need to join the waitlist by signing up on OpenAI’s website. OpenAI evaluates developers based on their contributions to model evaluations and will send you an email if your access is granted.

Is there a waitlist for GPT-4?

Yes, there is a waitlist for GPT-4 API access. Developers can join the waitlist to be considered for access during the gradual rollout by visiting OpenAI’s website.

Why don’t I have access to GPT-4?

If you don’t have access to GPT-4 yet, it might be because you have not been granted access during the initial rollout or your access has not been transferred to your specified organization. To check your status, make sure you filled out the waitlist form and received an email indicating your access privileges.

What are the improvements in GPT-4 compared to GPT-3?

GPT-4 has broader general knowledge and improved reasoning capabilities, making it more reliable, creative, and better at handling nuanced instructions than its predecessor, GPT-3. The differences between the two models become more apparent as the complexity of the task increases.

Are there any use case limitations for GPT-4 API?

While GPT-4 is more advanced than GPT-3, it’s essential to note that it still faces some limitations. Although it can solve difficult problems with greater accuracy, it is initially designed to work with text inputs and emit text outputs. Image inputs are expected to be supported in the future. Always consider the model’s capabilities and limitations when building applications using the GPT-4 API.

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