AI Tools & Products

OpenAI's Decisions API Simplifies Complex Evaluations

OpenAI introduces a new API that classifies text and images into yes/no responses or predefined categories, offering faster processing and lower costs. The tool is in beta with potential applications in various industries.

The Decoder ยท Oct 07, 2026

What happened

  • The Decisions API processes text and images ten times faster than the Responses API.
  • The API offers three response types: yes/no probabilities, category picks, and scale ratings.
  • The API is available in public beta with general availability coming soon.

Why it matters

OpenAI's new Decisions API represents a significant advancement in AI processing speed and efficiency. By simplifying complex evaluations into binary or category-based responses, the tool could revolutionize industries that rely on rapid decision-making, such as customer service and document classification. Its potential applications and cost-effectiveness make it a noteworthy development in the AI landscape.

The Elephant take

๐Ÿ˜ ๐Ÿฆ˜ OpenAI's Decisions API is a clever but limited tool that prioritizes speed over nuance. While it's great for binary decisions, its narrow focus might miss the complexity of real-world scenarios. Still, it's a useful addition to the AI toolkit for specific use cases.

Who should care

  • AI developers
  • Business analysts
  • Data scientists

What to do next

  1. Evaluate the API's suitability for your specific decision-making needs
  2. Test the beta version to assess performance and limitations
  3. Consider HIPAA compliance if handling sensitive data
  4. Monitor updates as general availability approaches

Keep in mind

The API currently supports only gpt-6-luna and has limited use cases, which could restrict its broader adoption.

Read the original reporting at The Decoder โ†—