I prefer the Pollard Lambda method due to its methodical nature, low memory requirements, and efficiency in cases where the range of possible solutions is known and bounded.
BS. Pollard Rho is preferred for general-purpose large-scale GPU ECDLP solvers, especially for SECP256K1.