diff --git a/pcsx2/GS/Renderers/HW/GSTextureCache.cpp b/pcsx2/GS/Renderers/HW/GSTextureCache.cpp
index 2e74f0c009..cae169081a 100644
--- a/pcsx2/GS/Renderers/HW/GSTextureCache.cpp
+++ b/pcsx2/GS/Renderers/HW/GSTextureCache.cpp
@@ -1344,7 +1344,7 @@ GSTextureCache::Source* GSTextureCache::CreateSource(const GIFRegTEX0& TEX0, con
 		}
 		// width/height conversion
 
-		GSVector2 scale = dst->m_texture->GetScale();
+		GSVector2 scale = is_8bits ? GSVector2(1, 1) : dst->m_texture->GetScale();
 
 		GSVector4i sRect(0, 0, w, h);
 		const bool use_texture = shader == ShaderConvert::COPY;