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Here, we demonstrate a monolithic, dual\u2010focus metalens capable of simultaneous multidimensional sensing. By multiplexing two distinct focal lengths into a single metasurface, the system enables the parallel acquisition of spectral and spatial information. For thermal sensing, we implement a dual\u2010band (9.6 and 10.6\u00a0\u00b5m) ratiometric method that effectively mitigates target emissivity uncertainty under the gray\u2010body assumption. This approach yields a mean absolute temperature error of 13.58\u00b0C (\u223c3% relative error) and exhibits exceptional linearity (R\n                    <jats:sup>2<\/jats:sup>\n                    &gt; 0.916) across 100\u00b0C\u2013450\u00b0C. Concurrently, the dual\u2010focus architecture facilitates passive depth acquisition by capturing differential defocus signatures. A depth retrieval model based on the normalized defocus response establishes a robust linear relationship with inverse depth (R\n                    <jats:sup>2<\/jats:sup>\n                    = 0.916), with measurement deviations primarily confined within the 95% confidence interval across the 15\u201325\u00a0cm range. Our approach opens a pathway for transitioning from discrete sensors to monolithic, chip\u2010scale intelligent perception platforms, enhancing simultaneous thermometry and ranging for remote targets without compromising diffraction\u2010limited imaging performance.\n                  <\/jats:p>","DOI":"10.1002\/advs.75776","type":"journal-article","created":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T10:47:51Z","timestamp":1779965271000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["TRIM: Simultaneous Thermometry, Ranging, and Imaging via a Monolithic Metalens"],"prefix":"10.1002","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-9045-8995","authenticated-orcid":false,"given":"Man","family":"Yuan","sequence":"first","affiliation":[{"name":"College of Science National University of Defense Technology Changsha 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