Consumer product vs developer API

GPT-Live vs GPT-Realtime 2.1

GPT-Live is the consumer Voice experience inside ChatGPT. GPT-Realtime-2.1 and GPT-Realtime-2.1 mini are documented API models for building your own voice agents. Similar realtime interaction does not make them interchangeable products or model IDs.

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The boundary that matters

QuestionGPT-LiveGPT-Realtime 2.1
Where does it run?Inside ChatGPT Voice, including desktop Work and CodexInside your app, service, or telephony workflow
Who controls the UI and account?OpenAI / ChatGPTYou, using an OpenAI API project
Model namesGPT-Live-1 and GPT-Live-1 minigpt-realtime-2.1 and gpt-realtime-2.1-mini
Access modelChatGPT plan, region, workspace, and rolloutAPI account, project limits, and documented endpoints
Pricing unitChatGPT subscription and Voice allowancesToken-based API pricing
TransportManaged by ChatGPTWebRTC, WebSocket, or SIP

GPT-Realtime-2.1 models and prices

Per one million tokens. Both models list a 128,000-token context window and 32,000 maximum output tokens.

ModelText in / cached / outAudio in / cached / outImage in / cached
gpt-realtime-2.1$4 / $0.40 / $24$32 / $0.40 / $64$5 / $0.50
gpt-realtime-2.1-mini$0.60 / $0.06 / $2.40$10 / $0.30 / $20$0.80 / $0.08

WebRTC, WebSocket, or SIP?

WebRTC

Default choice for browser or mobile clients that need low-latency audio and direct media handling.

WebSocket

Use for server-side applications, custom audio pipelines, and environments where your backend owns the session.

SIP

Use for inbound phone calls, contact centers, and existing telephony providers. Outbound dialing requires a provider-controlled dialer or media bridge.

Choose the right path

You only want to use Voice

Use GPT-Live in ChatGPT and choose a Voice mode that matches the task.

You are building a browser or mobile agent

Prototype with WebRTC and gpt-realtime-2.1; benchmark mini against your latency, quality, and cost targets.

You are building a phone agent

Use SIP or a server-side media bridge, add webhook verification, consent, escalation, and transfer controls.

You specifically need GPT-Live-1

Join the notification list and wait for official API access; do not invent a model ID or treat the form as an API launch.

GPT-Live vs Realtime FAQ

Can I send gpt-live-1 as an API model name?

No documented public API contract supports that model ID as of 2026-07-19. Use the official Realtime model IDs.

Do GPT-Realtime-2.1 models support images?

Yes for image input. Their model pages list text, audio, and image input; text and audio output; and no video.

Is mini just for prototypes?

No. Mini is a lower-cost, faster model that can be production-appropriate when testing shows its quality meets the task.