We study complete translating solitons for the mean curvature flow in arbitrary codimension under quadratic pinching of the second fundamental form. We prove a codimension reduction theorem at the Andrews-Baker threshold: if a complete -dimensional connected translator isometrically immersed in satisfies for some , then either it is an affine -plane or everywhere and the translator is contained in an -dimensional affine subspace. In particular, this improves in low dimensions the pinching range previously obtained from codimension reduction results for ancient mean curvature flows. Our proof is purely elliptic: viewing translators as weighted minimal submanifolds, we combine Simons-type identities for the drift Laplacian with refined gradient estimates and an Omori-Yau maximum principle. As a consequence, under the stronger pinching condition for , with when , we obtain a rigidity theorem: the translator is either an affine plane or a bowl soliton contained in an -dimensional affine subspace. No entropy assumption is required.

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