diff --git a/Library/Homebrew/extend/ENV/super.rb b/Library/Homebrew/extend/ENV/super.rb
index 8f9a8330c9..f46d88744a 100644
--- a/Library/Homebrew/extend/ENV/super.rb
+++ b/Library/Homebrew/extend/ENV/super.rb
@@ -130,8 +130,13 @@ module Superenv
 
   sig { returns(T::Array[Pathname]) }
   def homebrew_extra_paths
-    []
+    # Reverse sort by version so that we prefer the newest when there are multiple.
+    deps.select { |d| d.name.match? Version.formula_optionally_versioned_regex(:python) }
+        .sort_by(&:version)
+        .reverse
+        .map { |d| d.opt_libexec/"bin" }
   end
+  alias generic_homebrew_extra_paths homebrew_extra_paths
 
   sig { returns(T.nilable(PATH)) }
   def determine_path
diff --git a/Library/Homebrew/extend/os/linux/extend/ENV/super.rb b/Library/Homebrew/extend/os/linux/extend/ENV/super.rb
index 1f737b20c5..c0691c0001 100644
--- a/Library/Homebrew/extend/os/linux/extend/ENV/super.rb
+++ b/Library/Homebrew/extend/os/linux/extend/ENV/super.rb
@@ -26,7 +26,7 @@ module Superenv
   end
 
   def homebrew_extra_paths
-    paths = []
+    paths = generic_homebrew_extra_paths
     paths += %w[binutils make].map do |f|
       bin = Formulary.factory(f).opt_bin
       bin if bin.directory?