OpenAI's GPT-Realtime-2.1-mini brings reasoning and tool use to cheaper voice agents

OpenAI released gpt-realtime-2.1 and a cheaper gpt-realtime-2.1-mini on July 6 for low-latency voice agents. The mini adds realtime reasoning and tool use at budget pricing, and can keep talking while running a tool call to avoid dead-air pauses. Across the Realtime voice models, OpenAI says improved caching cut p95 latency by at least 25%. Reasoning effort is configurable per turn.