The Scale of the Problem In February 2026, nearly 60% of all LLM production errors tracked by Datadog were caused by rate limits — not model failures, not hallucinations, not context window overflows. Rate limits. HTTP 429s. By March that number dropped to 30%, but organizations still logged approximately 8.4 …