Prompt
What should I use for low-latency responses in a user-facing app?
Latest observation
Oct 9, 2026
OpenAI APIWeb search: off
For low-latency, user-facing responses, use a streaming, smaller/faster model rather than a large one.
Good defaults
- GPT-4.1 mini — best balance of quality, speed, and cost for most interactive apps.
- GPT-4.1 nano — fastest/cheapest when you need very quick responses and can tolerate lower quality.
- If you need stronger reasoning but still relatively responsive, use a larger GPT-4.1 model only when needed.
Practical recommendation
- Default:
gpt-4.1 mini - For ultra-fast/simple tasks:
gpt-4.1 nano - For harder requests: route to a larger model selectively
Tips to reduce latency
- Stream tokens to the client.
- Keep prompts short and focused.
- Use tool/function calls only when necessary.
- Cache repeated context/results.
- If possible, precompute or summarize long histories.
If you tell me your app type (chat, support, search, coding assistant, etc.), I can recommend a specific setup.