The evolution from natural gas usage to new technologies, such as the use of hydrogen as fuel or electricity‐based heating, strongly influences the oxidation of the stainless steel surface in the reheating furnace. Thermogravimetric tests using different simulated combustion and induction reheating conditions were performed for austenitic AISI 301 and AISI 304, and ferritic AISI 444 steel grades. Simulated furnace atmospheres in combustion methods were based on methane‐air, methane‐oxygen, hydrogen‐oxygen, and methane‐hydrogen‐oxygen combinations. For induction simulations, air and nitrogen were used as furnace atmospheres. The results indicate that changes in heating conditions to H2‐fueled combustion or induction only have a minor influence on the oxidation of the ferritic grade; whereas, their effects on the austenitic grades were more pronounced. Transition from a methane‐air to H2‐oxyfuel combustion increased the total oxidation by 1.7 and 4 times for steel grades 304 and 301, respectively; therefore, grade 304 can be considered better suited for transition for H2‐oxyfuel use. The shorter induction heating considerably decreases the amount of oxide scale for austenitic grades, but the nitrogen atmosphere produced a subscale inside the steel matrix, which could hinder the descaling process.This article is protected by copyright. All rights reserved.