Same task, same model: 40 seconds one run, 261 the next
A browser agent on a local 27B model took 40, 176 and 261 seconds on the same bookstore task. Part of the variance traced to thinking-mode toggles rebuilding the KV cache, and the author's own completion check turned out to reject correct answers — a reminder to debug the verifier before blaming the model.