Atlas › 05 Performance & Chaos Engineering › Load Testing LLM Endpoints☰ Read as one page
Load Testing LLM Endpoints
10.1Why LLM Load Testing Requires Special AttentionTraditional load testing assumes predictable response times and linear scaling. LLM endpoints violate both assumptions:10.2k6 Script for LLM Endpoint Load Testing10.3Cold Start Testing PatternServerless LLM deployments (AWS Bedrock, self-hosted on Lambda/Cloud Run) exhibit cold start penalties that can dramatically affect user…10.4Rate Limit TestingUnderstanding your provider's rate limit behavior is critical for capacity planning:10.5Cost-Aware Load TestingLLM load tests cost real money. Plan your budget:10.6CI Integration for LLM Load TestsLLM load testing requires a mindset shift from "how many requests per second" to "how does cost, latency, and quality behave as concurrency…