diff --git a/pyinstrument/processors.py b/pyinstrument/processors.py
index 6894b44b..d5320a94 100644
--- a/pyinstrument/processors.py
+++ b/pyinstrument/processors.py
@@ -294,3 +294,16 @@ def is_runpy_frame(frame: Frame):
     result.remove_from_parent()
 
     return result
+
+
+def group_ipython_frames_processor(frame, options: ProcessorOptions) -> Frame | None:
+    """
+    In some case the IPython's magic show all the internal IPython frames, which makes
+    traces hard to read.
+
+    This will collapse most of IPython internal frames.
+    """
+    return group_library_frames_processor(
+        frame,
+        {"hide_regex": ".+((IPython)|(ipykernel.zmqshell)|(pyinstrument.magic.magic))"},
+    )
diff --git a/pyinstrument/renderers/console.py b/pyinstrument/renderers/console.py
index 7ed88fde..d47b96b6 100644
--- a/pyinstrument/renderers/console.py
+++ b/pyinstrument/renderers/console.py
@@ -216,6 +216,7 @@ def default_processors(self) -> ProcessorList:
             processors.remove_irrelevant_nodes,
             processors.remove_first_pyinstrument_frames_processor,
             processors.group_library_frames_processor,
+            processors.group_ipython_frames_processor,
         ]
 
     class colors_enabled:
diff --git a/pyinstrument/renderers/html.py b/pyinstrument/renderers/html.py
index 53bf3fa6..41d5577e 100644
--- a/pyinstrument/renderers/html.py
+++ b/pyinstrument/renderers/html.py
@@ -100,4 +100,5 @@ def default_processors(self) -> ProcessorList:
             processors.remove_irrelevant_nodes,
             processors.remove_first_pyinstrument_frames_processor,
             processors.group_library_frames_processor,
+            processors.group_ipython_frames_processor,
         ]
diff --git a/pyinstrument/session.py b/pyinstrument/session.py
index 45f56ca3..864710cf 100644
--- a/pyinstrument/session.py
+++ b/pyinstrument/session.py
@@ -127,6 +127,11 @@ def root_frame(self, trim_stem: bool = True) -> Frame | None:
         if trim_stem:
             root_frame = self._trim_stem(root_frame)
 
+        group_library_frames_processor(
+            root_frame,
+            {"hide_regex": ".+((IPython)|(ipykernel.zmqshell)|(pyinstrument.magic.magic))"},
+        )
+
         return root_frame
 
     def _trim_stem(self, frame: Frame):