diff --git a/fern/pages/speech-to-text/pre-recorded-audio/code-switching-docs.mdx b/fern/pages/speech-to-text/pre-recorded-audio/code-switching-docs.mdx
index 79e4dbca..ad460e61 100644
--- a/fern/pages/speech-to-text/pre-recorded-audio/code-switching-docs.mdx
+++ b/fern/pages/speech-to-text/pre-recorded-audio/code-switching-docs.mdx
@@ -142,6 +142,10 @@ Supports code switching between 99 languages, with best performing code switchin
 
 To enable code switching for Universal-2 only, set `speech_models` to `universal-2`, set `language_detection` as `True`, and set `code_switching` as `True` as shown in the example below.
 
+<Note>
+If your use case involves code-switching between English, Spanish, Portuguese, French, German, or Italian, we recommend upgrading to Universal-3 Pro. It delivers significantly improved accuracy when speakers alternate between these languages mid-speech — outperforming Universal-2 across all supported language pairs.
+</Note>
+
 <CodeBlocks>
 
 ```python title="Python SDK" {12} maxLines=15