I spent 3 hours wondering why my gate counts were so high. Turns out I was running a surface code without mapping it to the backend's heavy-hex coupling map.
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I've seen similar convergence issues in recent Qiskit versions. Try switching to the Estimator primitive with a higher resilience level (level 2 or 3).