diff --git a/dev/archery/archery/docker/core.py b/dev/archery/archery/docker/core.py
index 0b49111dd6944..7376bb0a3b72d 100644
--- a/dev/archery/archery/docker/core.py
+++ b/dev/archery/archery/docker/core.py
@@ -311,7 +311,7 @@ def _build(service, use_cache):
                 self._execute_docker("buildx", "build", *args)
             elif self.config.using_docker:
                 # better for caching
-                if self.config.debug:
+                if self.config.debug and os.name != "nt":
                     args.append("--progress=plain")
                 for k, v in service['build'].get('args', {}).items():
                     args.extend(['--build-arg', '{}={}'.format(k, v)])
@@ -324,7 +324,7 @@ def _build(service, use_cache):
                 ])
                 self._execute_docker("build", *args)
             else:
-                if self.config.debug:
+                if self.config.debug and os.name != "nt":
                     args.append("--progress=plain")
                 self._execute_compose("build", *args, service['name'])