Luminescence nanothermometers have garnered considerable attention due to their noncontact measurement, high spatial resolution, and rapid response. However, many nanothermometers employing single-mode measurement encounter challenges regarding their relative sensitivity. Herein, a unique class of tunable upconversion (UC) and downshifting (DS) luminescence covering the visible to nearinfrared range (400−1700 nm) is reported, characterized by the superior Tm 3+ , Ho 3+ , and Er 3+ emissions induced by efficient energy transfer. The outstanding negative thermal expansion characteristic of ScF 3 nanocrystals has been found to guide excitation energy toward the relevant emitting states in the Yb 3+ −Ho 3+ −Tm 3+ -codoped system, consequently resulting in remarkable near-infrared III (NIR-III) luminescence at ∼1625 nm (Tm 3+ : 3 F 4 → 3 H 6 transition), which in turn presents numerous opportunities for designing multimode ratiometric luminescence thermometry. Furthermore, by facilitating phonon-assisted energy transfer in Er 3+ −Ho 3+ -codoped systems, the luminescence intensity ratio (LIR) of 4 I 13/2 of Er 3+ and 5 I 6 of Ho 3+ in ScF 3 :Yb 3+ /Ho 3+ /Er 3+ exhibits a strong temperature dependence, enabling NIR-II/III luminescence thermometry with superior thermal sensitivity and resolution (S r = 0.78% K −1 , δT = 0.64 K). These findings not only underscore the distinctive and ubiquitous attributes of lanthanide ion-doped nanomaterials but also hold significant implications for crafting luminescence thermometers with unparalleled sensitivity.