Agent Benchmarking
Domain: Agent Architectures
🎯 Motivation
Systematically comparing different agent architectures on standardized tasks to find the best design.
📋 Concrete Example
Benchmark: 5 architectures x 10 tasks x 3 runs = 150 evaluations. Measure: success rate, steps, tokens, time. Architecture X wins on coding, Architecture Y wins on research.
🔗 Analogy
Car comparison testing - 5 cars x 10 road types (highway, city, off-road). Measure speed, fuel, comfort. Find the best car for each road type. Agent benchmarking finds the best architecture for each task type.