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What is gpt-realtime?
OpenAI has launched GPT-Realtime, its most advanced speech-to-speech model, accessible through the fully functional Realtime API. This innovative model generates audio that is not only strikingly natural but also rich in expressiveness, enabling users to customize aspects such as tone, speed, and accent with precision. It demonstrates an impressive capability to grasp intricate human audio signals, including laughter, and can fluidly switch languages mid-conversation while accurately interpreting alphanumeric data, like phone numbers, across different languages. With significant improvements in reasoning and instruction-following skills, it has achieved remarkable scores of 82.8% on the BigBench Audio benchmark and 30.5% on MultiChallenge. Moreover, it boasts enhanced function calling abilities that offer increased reliability, speed, and accuracy, reflected in a score of 66.5% on ComplexFuncBench. The model also supports asynchronous tool invocation, ensuring that conversations remain coherent even during lengthy discussions. Additionally, the Realtime API rolls out groundbreaking features, such as image input support, integration with SIP phone networks, links to remote MCP servers, and efficient reuse of conversation prompts, which collectively position it as an essential asset for advancing communication technology. This holistic enhancement in capabilities truly sets a new standard in the field.
What is GPT-Realtime-2.1?
GPT-Realtime-2.1 is an OpenAI realtime reasoning model for developers building voice agents, conversational AI assistants, and speech-to-speech applications. The model is designed to support fast interactive experiences where users can speak naturally and receive audio or text responses. GPT-Realtime-2.1 updates GPT-Realtime-2 with improved handling of alphanumeric recognition, silence, background noise, and interruptions. It supports text, audio, and image input, with text and audio output, while video is not supported. The model includes configurable reasoning effort so developers can balance reasoning depth, latency, and token usage for different voice-agent workflows. GPT-Realtime-2.1 also supports instruction following, function calling, tool use, and reasoning tokens for more complex applications. Its 128,000-token context window and 32,000-token maximum output allow it to manage longer conversations and richer task context. OpenAI lists support across endpoints such as Chat Completions, Responses, Realtime, realtime translations, realtime transcription sessions, Assistants, Batch, and related API services. The model’s documented pricing includes $4 per 1 million text input tokens, $0.40 per 1 million cached text input tokens, and $24 per 1 million text output tokens, with separate audio and image token pricing. GPT-Realtime-2.1 is not documented as supporting streaming, structured outputs, fine-tuning, or predicted outputs. By combining realtime speech, multimodal input, reasoning, function calling, and tool use, GPT-Realtime-2.1 gives developers a foundation for building sophisticated AI voice agents and interactive customer-facing applications.
Integrations Supported
OpenAI
Azure Voice Live API
ChatGPT
GPT-Realtime-1.5
GPT-Realtime-2
GPT-Realtime-2.1
GPT-Realtime-Translate
GPT‑Realtime‑Whisper
Microsoft Foundry Models
SmartCallz
Integrations Supported
OpenAI
Azure Voice Live API
ChatGPT
GPT-Realtime-1.5
GPT-Realtime-2
GPT-Realtime-2.1
GPT-Realtime-Translate
GPT‑Realtime‑Whisper
Microsoft Foundry Models
SmartCallz
API Availability
Has API
API Availability
Has API
Pricing Information
$20 per month
Free Version
Free Trial Offered?
Pricing Information
$0.40 per cached input
Free Version
Free Trial Offered?
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
OpenAI
Date Founded
2015
Company Location
United States
Company Website
openai.com/index/introducing-gpt-realtime/
Company Facts
Organization Name
OpenAI
Date Founded
2015
Company Location
United States
Company Website
developers.openai.com/api/docs/models/gpt-realtime-2.1