diff --git a/pyinstrument/processors.py b/pyinstrument/processors.py
index 89d02d4e..4ea142c8 100644
--- a/pyinstrument/processors.py
+++ b/pyinstrument/processors.py
@@ -291,3 +291,16 @@ 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 e4f35108..c25d3381 100644
--- a/pyinstrument/renderers/console.py
+++ b/pyinstrument/renderers/console.py
@@ -274,6 +274,7 @@ 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 ce73a7ec..2b6cf0f5 100644
--- a/pyinstrument/renderers/html.py
+++ b/pyinstrument/renderers/html.py
@@ -105,4 +105,5 @@ 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 493d17a9..b88b224f 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):