Start from the receptor and the rest follows: which receptors, in what ratio, with what signalling bias, reached at what concentration.
The GIP agonism-versus-antagonism question remains open, and the awkward fact is that both directions have produced weight loss in humans. The reconciling hypothesis is that chronic GIPR agonism produces receptor desensitisation and therefore functions as a pharmacological antagonist, but that is a hypothesis fitted to the data rather than an independent finding.
Tirzepatide is an imbalanced dual agonist: it is more potent at the GIP receptor than at the GLP-1 receptor, which is the opposite of what most people assume from the way it is described. Whether the GIP contribution works through central appetite pathways, through adipose insulin sensitisation, or through modulating the GLP-1 signal is genuinely unsettled, and the honest position is that the clinical result is clear and the attribution is not.
Retatrutide’s Phase 2 dose-ranging results reported dose-dependent weight reduction with a tri-agonist across a range of doses, and the magnitude at the top dose is what motivated the Phase 3 TRIUMPH programme[1].
Worth noting that receptor pharmacology measured in a transfected cell line is a starting point, not a physiological measurement, and potency ratios do not transfer cleanly in vivo.
Structure predicts pharmacokinetics reliably and clinical effect unreliably. Keep the two claims separate.