Qutility Frontier is an open-source Python package for implementing scalable and hardware-agnostic quantum benchmarking protocols. The package provides implementations of recently proposed scalable benchmarks and offers tools to generate benchmark instances in a reproducible form. The Clifford Volume Benchmark implemented in this package is part of the EU Quantum Flagship KPIs for quantum computer benchmarking.