Latency Optimization Analysis

Optimize {{model}} latency for {{performance_target}}.

Step 1: Profile current latency breakdown by component
Step 2: Identify bottlenecks in {{request_pipeline}}
Step 3: Evaluate optimization options (caching, batching, model size)
Step 4: Estimate improvement potential for each option
Step 5: Assess tradeoffs (cost, quality, complexity)
Step 6: Recommend optimization roadmap with expected gains

Show quantitative analysis at each step.