OpenAIGPT Realtime

GPT-Realtime-2

GPT-Realtime-2 is a speech-to-speech model with configurable reasoning and tools. It remains a distinct release beneath the newer Realtime 2.1 models.

More room for conversation and reasoning

Its 128,000-token window and 32,000-token output ceiling are larger than Realtime 1.5. Text, image and audio inputs share the session, while the output can be text or speech. More reasoning can increase both delay and token use.GPT-Realtime-2 official model documentation

Compare complete voice sessions

Practical guidance. For a multi-step support task, include the tool calls and the final resolution in the comparison. A short initial response can conceal a slow tool cycle. Review whether the assistant uses the latest tool result before explaining the outcome.

Specifications & access

GPT-Realtime-2 specifications
DetailValue and conditions
AccessAPI
Model identifiersgpt-realtime-2
Context window128,000 tokens

Published model context; input and output share this budget

GPT-Realtime-2 official model documentation
Maximum output32,000 tokens

Published maximum output; bounded by the remaining context

GPT-Realtime-2 official model documentation
Input and outputtext, audio, image in; text, audio outGPT-Realtime-2 official model documentation
API routesRealtime (v1/realtime)GPT-Realtime-2 official model documentation

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    GPT-Realtime-1.5 supports interactive voice agents with text, audio and image input.

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  • GPT-Realtime-2.1 Mini is a distilled voice-reasoning model for lower-cost interactive audio.

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  • GPT-Realtime-Translate converts incoming speech into translated speech and text while the source audio is still arriving.

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