Composite quantum system show correlations that can not be explained by any composition of models for individual systems. An often cited indication for this is the violation of a Bell inequality, which is inherently based on a statistical argument. Inspired by the idea that the universe may be simulated by universal computers like Turing machines, we replace statistical tests with one that estimates the complexity of measurement results. We present an algorithmic equivalent of a Bell inequality. We evaluate the complexity of a physical system of entangled photon pairs by assessing the compressibility of measurement data files using a compression program, and find it exhibits correlations beyond any "classical" model. The presented technique, applied to different quantum systems, may serve to complement the common statistical interpretation of quantum physics by an algorithmic one. Composite quantum systems show correlations that can not be explained by any composition of models for individual systems. An often cited indication for this is the violation of a Bell inequality, which is inherently based on a statistical argument. Inspired by the idea that the universe may be simulated by universal computers like Turing machines, we replace statistical tests with one that that estimates the complexity of measurement results. We present an algorithmic equivalent of a Bell inequality. We evaluate the complexity of a physical system of entangled photon pairs by assessing the compressibility of measurement data files using a compression program, and find it exhibits correlations beyond any classical model. The presented technique, applied to different quantum systems, may serve to complement the common statistical interpretation of quantum physics by an algorithmic one.