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Figure 5
Wall-clock time benchmark comparing the reference manual run workflow and agent-guided execution. Bars decompose time into user time and machine time, and points indicate run-to-run variability. Values show means and standard deviations across five independent controlled replays per backend.

Journal logoJOURNAL OF
APPLIED
CRYSTALLOGRAPHY
ISSN: 1600-5767
Volume 59| Part 4| August 2026|
https://doi.org/10.1107/S1600576726004474
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