Choose your goal: match mustard’s pungency (use sesame toasted or a neutral oil + booster) or prioritize cooking performance (use groundnut/canola).
Use the listed swap ratio for the oil volume in your recipe (1:1 for canola/groundnut/vegetable; ¾:1 for olive-light).
If your substitute is neutral (canola/vegetable), add a small pungency booster in the tempering stage (black mustard seed or a tiny black pepper pinch) to mimic the “bite.”
Heat-match the method: for tempering, preheat until shimmering for nutty oils; for canola/vegetable, heat just until active to avoid flat flavor.
Taste after tempering and before simmering; adjust with salt and (only if needed) a brief extra pinch of pepper to bring the bite forward.