The oxygen isotope composition (δ 18 O) of marine carbonates is a well-established proxy for the Cenozoic climate (Lisiecki & Raymo, 2005;Zachos et al., 2001). With small corrections for diagenesis and changes in the δ 18 O of seawater, the δ 18 O of marine carbonates are used to quantitatively estimate ocean temperatures across the last 65 Ma with a sensitivity of about 1°C and high temporal accuracy (e.g., Raymo et al., 2018). The principle of isotope thermometry is based on the temperature-dependent fractionation of oxygen isotopes between co-existing marine carbonates and seawater (Epstein et al., 1951). Consequently, oxygen isotope thermometry bears a Abstract Cherts are used to reconstruct the evolution of seawater δ 18 O and temperature over geological time. However, given the influence of marine diagenesis, reconstructing seawater from the isotope composition of cherts is not straightforward, resulting in ambiguity of interpretation. Here, we present a detailed isotope and petrographic investigation of deep-sea drilled 135-40 Ma cherts with focus on the effects of marine diagenesis. We combined triple O-isotope data with in-situ δ′ 18 O-16 OH/ 16 O measurements using secondary ion mass spectrometry (SIMS). We also provide electron microprobe maps, traditional δ′ 18 O measurements from petrographically diverse domains, and δD and H 2 O wt.% values. The bulk δ′ 18 O values range between 29‰ and 38‰ in our collection, while SIMS δ′ 18 O data reveal significant intra-sample heterogeneities up to 6‰ related to distinct petrographic features (e.g., filled radiolarian tests) and to micrometer-scale variations in silica forms. Further, the δ′ 18 O-Δ′ 17 O values of these seafloor-drilled cherts plot near and under equilibrium curve. Both triple-O and SIMS δ′ 18 O results reflect diagenesis in presence of marine pore waters at temperatures higher than ambient seawater, which is especially appreciable in cherts deposited on young oceanic crust. Despite the relatively constant δ 18 O seawater values over last 135 Ma, the marine silica spanning between 0 and 135 Ma occupies a wide compositional space in the δ′ 18 O-Δ′ 17 O rather than an equilibrium curve. The δ′ 18 O values of cherts from modern-seafloor positively correlate with the oceanic crustal age at the time of deposition, hinting at the importance of the heat flux in the diagenetic recrystallization of marine silica.Plain Language Summary Chemical sediments extracted from seafloor represent an archive of ocean temperatures and solutes. Chemical resilience of siliceous sediments with composition of >90 wt.% SiO 2 presents a promising avenue to constrain temperature of ancient oceans from distant geological epochs. However, such rocks termed cherts undergo complex recrystallization during compaction and lithification below the seafloor, preventing direct measurements of ocean temperatures. To isolate the effect of diagenesis, we carefully investigated several Mesozoic and Cenozoic seafloor-drilled cherts. We used oxygen isotope ratios as a common proxy for te...