In 2019, pharmacy benefit managers (PBMs) responded to intense public criticism with business model changes described as movements toward full transparency and innovation to reduce costs for benefit plan sponsors. We critically analyze these changes in light of key challenges in specialty drug management: pharmaceutical manufacturer practices (price increases driven by coverage mandates and lack of price control, intensive and sometimes misleading advertising, patent extensions), FDA changes (increased reliance on manufacturer funding, weakened evidentiary base for drug approvals), and provider prescribing patterns (lag from evidence to routine practice, manufacturer influences on the knowledge base, direct manufacturer payments to frequent prescribers).The persistence of controversial PBM practices suggests that business model changes were mostly cosmetic, without altering key marketplace dysfunctions. Examples include "spread" pricing, in which PBMs pay pharmacies less than employer-paid amounts; rebate-influenced formulary development; and shifting of prescription volume to PBM-owned pharmacies. Spread in Medicaid was estimated at $224.8 million in Ohio and $123.5 million in Kentucky in 1-year periods and is the subject of an ongoing federal investigation. Rebate influence on formulary development is suggested by slow biosimilar adoption and a study documenting little association between brand exclusions and clinical or cost-effectiveness. Even in 100% passthrough arrangements, the price differential between rebated products and lower-cost alternatives may far exceed revenues returned to the payer. Shifting of business to PBM-owned pharmacies was identified in Florida managed Medicaid in 2018, where the state's 5 largest specialty pharmacies, all owned by managed care organizations or PBMs, collected 28% of prescription drug profit despite dispensing only 0.4% of claims. Finally, contract provisions and terms typically limit the ability of plan sponsors to monitor PBM performance. These include "offsetting," changes in definitions (e.g., "single-source generic") during the contract term, restrictions on audit rights, and exclusion of some pharmaceutical manufacturer revenues from "100%" passthroughs. We conclude that ostensibly positive changes in PBM practices have been offset by undisclosed business arrangements, shifts to alternative revenue sources, and opaque contractual terms. Establishing and maintaining a sustainable benefit will require fundamental alterations to this dysfunctional market