COMPASS is the first comprehensive benchmark for assessing AI code generation beyond correctness, measuring what truly matters in production environments: functional accuracy, computational efficiency, and code quality.
This groundbreaking framework provides the multi-dimensional analysis that engineering teams need to make informed decisions about AI coding tools and understand which models are truly production-ready. Built on 50 competitive programming challenges from real Codility contests with nearly 400,000 human submissions, COMPASS reveals the hidden performance gaps that traditional benchmarks miss.