Bipartisan congressional opposition, highlighted by the Senate's unanimous July 2026 resolution against any pardon or clemency for Ghislaine Maxwell, stands as the primary driver of the 95% implied probability against a Trump pardon by end of 2026. Maxwell's appeals have been exhausted following an August federal court rejection of her habeas petition, while Justice Department leadership has signaled no recommendation for relief tied to her 2021 sex-trafficking conviction. Trump has described the matter as unconsidered and unapproached, though he retains executive authority. Analysts note substantial political costs from survivor advocacy and Epstein files scrutiny, with no formal pardon process advancing; late developments such as shifting administration priorities could still influence outcomes before the deadline.