The ICDAR 2021 Time-Quality Binarization Competition assessed the performance of 12 new and 49 other previously published binarization algorithms for scanned document images. Four test sets “real-world” documents with different features were used. For each set, top twenty in quality resulting two-tone images had their average processing time presented, yielding an account complexity.