How do you design rate limiting strategies for LLM APIs?

Rate limiting in LLMOps controls API usage using token-based limits, request quotas, and adaptive throttling.

Unlike traditional APIs, LLM APIs must consider token consumption, not just request count. Rate limiting strategies include per-user quotas, sliding window counters, token bucket algorithms, and adaptive throttling based on system load. This prevents overload and ensures fair resource allocation.