The interfaces between stainless TRIP steel and three types of zirconia ceramics were investigated after sintering the samples for 48 h at 1400 °C. The samples were prepared by embedding compact pieces of ceramics into steel powder and densifying them with a spark plasma equipment. In all experiments the same steel was used but the zirconia ceramics was stabilised with CaO, MgO, or non‐stabilised, respectively. It was found that no reaction product was formed in the samples with non‐stabilised or CaO‐stabilised ceramics. At the interface of MgO‐stabilised zirconia and steel, a layer of forsterite, Mg2SiO4, was formed. The silicate layer resulted from the reaction of MgO which was dissolved in the zirconia with Si which was an impurity in the steel. In a thermodynamic analysis the reasons are explained which lead to the formation of a silicate in the samples with MgO‐stabilised zirconia. Accordingly, thermodynamic calculations are in accord with the absence of a reaction layer in the cases of the non‐stabilised and the CaO‐stabilised zirconia, even though the Gibbs energy of formation of calcium silicates is much higher than that of the corresponding magnesium silicates. The maximum impurity level for silicon in the given steel is calculated which avoids the formation of a silicate layer at the interface of the MgO‐stabilised ceramics.