diff --git a/python/nutpie/sample.py b/python/nutpie/sample.py
index bbb7b9c..0655173 100644
--- a/python/nutpie/sample.py
+++ b/python/nutpie/sample.py
@@ -267,6 +267,58 @@ def _trace_to_arviz(traces, n_tune, shapes, **kwargs):
 """
 
 
+def in_marimo_notebook() -> bool:
+    try:
+        import marimo as mo
+
+        return mo.running_in_notebook()
+    except ImportError:
+        return False
+
+
+def _mo_write_internal(cell_id, stream, value: object) -> None:
+    """Write to marimo cell given cell_id and stream."""
+    from marimo._output import formatting
+    from marimo._messaging.ops import CellOp
+    from marimo._messaging.tracebacks import write_traceback
+    from marimo._messaging.cell_output import CellChannel
+
+    output = formatting.try_format(value)
+    if output.traceback is not None:
+        write_traceback(output.traceback)
+    CellOp.broadcast_output(
+        channel=CellChannel.OUTPUT,
+        mimetype=output.mimetype,
+        data=output.data,
+        cell_id=cell_id,
+        status=None,
+        stream=stream,
+    )
+
+
+def _mo_create_replace():
+    """Create mo.output.replace with current context pinned."""
+    from marimo._runtime.context import get_context
+    from marimo._runtime.context.types import ContextNotInitializedError
+    from marimo._output import formatting
+
+    try:
+        ctx = get_context()
+    except ContextNotInitializedError:
+        return
+
+    cell_id = ctx.execution_context.cell_id
+    execution_context = ctx.execution_context
+    stream = ctx.stream
+
+    def replace(value):
+        execution_context.output = [formatting.as_html(value)]
+
+        _mo_write_internal(cell_id=cell_id, value=value, stream=stream)
+
+    return replace
+
+
 # Adapted from fastprogress
 def in_notebook():
     def in_colab():
@@ -362,6 +414,28 @@ def callback(formatted):
                 self._html = formatted
                 self.display_id.update(self)
 
+            progress_type = _lib.ProgressType.template_callback(
+                progress_rate, progress_template, cores, callback
+            )
+        elif in_marimo_notebook():
+            import marimo as mo
+
+            if progress_template is None:
+                progress_template = _progress_template
+
+            if progress_style is None:
+                progress_style = _progress_style
+
+            self._html = ""
+
+            mo.output.clear()
+            mo_output_replace = _mo_create_replace()
+
+            def callback(formatted):
+                self._html = formatted
+                html = mo.Html(f"{progress_style}\n{formatted}")
+                mo_output_replace(html)
+
             progress_type = _lib.ProgressType.template_callback(
                 progress_rate, progress_template, cores, callback
             )