Integral membrane proteins are critical for many cellular functions. Roughly 25% of all human genes code for membrane proteins, and about 70% of all approved drugs target them. Despite their importance, laborious and harsh purification conditions often hinder their characterization. Traditionally, they are removed from the membrane using detergents, thereby taking the proteins out of their native environment, affecting their function. Recently, a variety of synthetic polymers have been introduced, which can extract membrane proteins together with their native lipids into a so-called native nanodisc. However, they usually show lesser solubilization capacity than detergents, and their general applicability for membrane protein biochemistry is poorly understood. Here, we used Hek293 cell membrane extracts and LC-MS-based proteomics to compare the ability of nanodisc-forming polymers against state-of-the-art detergents to solubilize the membrane proteome. Our data demonstrates the general ability of synthetic co-polymers to extract membrane proteins, rivalling the efficacy of commonly used detergents. Interestingly, each class of solubilization agent presents specific solubilization profiles. Importantly, we found no correlation between efficiency and number of transmembrane domains, isoelectric point, or GRAVY score for any compound. Combined, our data show that these polymers are a versatile alternative to detergents for the biochemical and structural study of membrane proteins, functional proteomics or as components of a native lysis/solubilization buffers. Our work here represents the first attempt at a proteome-scale comparison of the efficacy of nanodisc-forming polymers. These data should serve as starting reference to researchers looking to purify membrane proteins in near native conditions.