Terminal-Bench 3.0 Standardizes Agent Benchmarking Across Complex Software Work

Researchers released Terminal-Bench 3.0 to measure AI agents on professional computer tasks after earlier evaluation sets were effectively solved by leading models. In the new tests, Claude Opus 5 using specialized scaffolding achieved top performance with a 43.5% success rate, illustrating how developer frameworks and operational budgets significantly impact output accuracy.