diff --git a/api/rs/src/lib.rs b/api/rs/src/lib.rs
index 35a955e9b9..df959ccd5e 100644
--- a/api/rs/src/lib.rs
+++ b/api/rs/src/lib.rs
@@ -277,8 +277,7 @@ impl ModelInterface for Model {
                 &PlanOptions::default(),
                 &inputs,
                 None,
-                true,
-                false
+                true
             )?;
         };
         let export = tract_libcli::export::GraphPerfInfo::from(&self.0, &annotations);
diff --git a/cli/src/bench.rs b/cli/src/bench.rs
index de9c63bafd..b6f055b660 100644
--- a/cli/src/bench.rs
+++ b/cli/src/bench.rs
@@ -37,22 +37,29 @@ pub fn handle(
     let model =
         params.tract_model.downcast_ref::<TypedModel>().context("Can only bench TypedModel")?;
     let inputs = tract_libcli::tensor::retrieve_or_make_inputs(model, &run_params)?.remove(0);
-    let mut plan = SimplePlan::new_with_options(model, &plan_options)?;
-    let state = TypedSimpleState::new_from_inputs(&plan, inputs.clone())?;
 
     limits.warmup(model, &inputs)?;
 
-    #[cfg(any(target_os = "macos", target_os = "ios"))]
-    {
-        let session_handler = tract_metal::MetalSessionHandler::from_plan(
-            &plan,
-            &state.session_state.resolved_symbols,
+    let mut state = {
+        #[cfg(any(target_os = "macos", target_os = "ios"))]
+        {
+            let mut plan = SimplePlan::new_with_options(model, &plan_options)?;
+            let state = TypedSimpleState::new_from_inputs(&plan, inputs.clone())?;
+
+            let session_handler = tract_metal::MetalSessionHandler::from_plan(
+                &plan,
+                &state.session_state.resolved_symbols,
             )?;
-        
-        plan = plan.with_session_handler(session_handler);
-    }
 
-    let mut state = SimpleState::new(Arc::new(plan))?;
+            plan = plan.with_session_handler(session_handler);
+            SimpleState::new(Arc::new(plan))?
+        }
+        #[cfg(not(any(target_os = "macos", target_os = "ios")))]
+        {
+            let plan = SimplePlan::new_with_options(model, &plan_options)?;
+            SimpleState::new(Arc::new(plan))?
+        }
+    };
     let mut iters = 0;
 
     let progress = probe.and_then(|m| m.get_i64("progress"));
diff --git a/cli/src/dump.rs b/cli/src/dump.rs
index 0da170f35c..750c6023ef 100644
--- a/cli/src/dump.rs
+++ b/cli/src/dump.rs
@@ -121,16 +121,33 @@ pub fn handle(
             .downcast_ref::<TypedModel>()
             .context("Can only profile typed models")?;
         let inputs = retrieve_or_make_inputs(model, &run_params)?;
-        tract_libcli::profile::profile(
-            model,
-            bench_limits,
-            &mut annotations,
-            &plan_options,
-            &inputs[0],
-            None,
-            options.folded,
-            matches.is_present("metal")
-        )?;
+
+        if matches.is_present("metal") {
+            #[cfg(any(target_os = "macos", target_os = "ios"))]
+            {
+                tract_libcli::profile::profile_metal(
+                    model,
+                    bench_limits,
+                    &mut annotations,
+                    &plan_options,
+                    &inputs[0],
+                )?;
+            }
+            #[cfg(any(target_os = "macos", target_os = "ios"))]
+            {
+                bail!("Metal profiling called on non-Metal device");
+            }
+        } else {
+            tract_libcli::profile::profile(
+                model,
+                bench_limits,
+                &mut annotations,
+                &plan_options,
+                &inputs[0],
+                None,
+                options.folded,
+            )?;
+        }
     }
 
     if sub_matches.is_present("axes") || sub_matches.is_present("axes-names") {
diff --git a/libcli/src/profile.rs b/libcli/src/profile.rs
index 8765686ba0..6d528f17fb 100644
--- a/libcli/src/profile.rs
+++ b/libcli/src/profile.rs
@@ -49,7 +49,6 @@ impl BenchLimits {
     }
 }
 
-#[allow(clippy::too_many_arguments)]
 pub fn profile(
     model: &TypedModel,
     bench_limits: &BenchLimits,
@@ -58,7 +57,6 @@ pub fn profile(
     inputs: &TVec<TValue>,
     custom_profiler: Option<HashMap<TypeId, Profiler>>,
     folded: bool,
-    is_metal: bool,
 ) -> TractResult<()> {
     info!("Running entire network");
     let mut iters = 0usize;
@@ -66,58 +64,79 @@ pub fn profile(
 
     bench_limits.warmup(model, inputs)?;
 
-    let mut plan = TypedSimplePlan::new_with_options(model.clone(), plan_options)?;
-    let state = TypedSimpleState::new_from_inputs(&plan, inputs.clone())?;
+    let plan = TypedSimplePlan::new_with_options(model.clone(), plan_options)?;
+    let mut state = TypedSimpleState::new(Arc::new(plan))?;
 
-    #[cfg(any(target_os = "macos", target_os = "ios"))]
-    {
-        let session_handler = tract_metal::MetalSessionHandler::from_plan(
-            &plan,
-            &state.session_state.resolved_symbols,
-            )?;
-        
-        plan = plan.with_session_handler(session_handler);
+    let start = crate::time::now();
+    let mut time_accounted_by_inner_nodes = Duration::default();
+    while iters < bench_limits.max_loops && start.elapsed() < bench_limits.max_time {
+        rec_profiler(
+            &mut state,
+            dg,
+            inputs,
+            custom_profiler.as_ref(),
+            &prefix,
+            None,
+            &mut time_accounted_by_inner_nodes,
+            folded,
+        )?;
+
+        iters += 1;
     }
 
-    let mut state = TypedSimpleState::new(Arc::new(plan))?;
+    let entire = start.elapsed() - time_accounted_by_inner_nodes;
 
-    let entire = if !is_metal {
-        let start = crate::time::now();
-        let mut time_accounted_by_inner_nodes = Duration::default();
-        while iters < bench_limits.max_loops && start.elapsed() < bench_limits.max_time {
-            rec_profiler(
-                &mut state,
-                dg,
-                inputs,
-                custom_profiler.as_ref(),
-                &prefix,
-                None,
-                &mut time_accounted_by_inner_nodes,
-                folded,
-            )?;
+    info!("Running {} iterations max. for each node.", bench_limits.max_loops);
+    info!("Running for {} ms max. for each node.", bench_limits.max_time.as_millis());
 
-            iters += 1;
+    let denum = (iters as f32).recip();
+    let entire = entire.mul_f32(denum);
+    for d in dg.tags.values_mut() {
+        if let Some(d) = d.profile.as_mut() {
+            *d = d.mul_f32(denum);
         }
 
-        start.elapsed() - time_accounted_by_inner_nodes
-    } else {
-        #[cfg(any(target_os = "macos", target_os = "ios"))]
-    {
-            let mut entire = Duration::default();
-            while iters < bench_limits.max_loops && entire < bench_limits.max_time {
-                println!("Running iter {iters}");
-                entire += rec_profiler_metal(&mut state, dg, inputs, &prefix)?.1;
+        if let Some(d) = d.accelerator_profile.as_mut() {
+            *d = d.mul_f32(denum);
+        }
+    }
+    let max = dg.tags.values().filter_map(|t| t.profile).max().unwrap();
+    let sum = dg.tags.values().filter_map(|t| t.profile).sum::<Duration>();
+    let accel_sum = dg.tags.values().filter_map(|t| t.accelerator_profile).sum::<Duration>();
+    dg.profile_summary = Some(ProfileSummary { max, sum, accel_sum, entire, iters });
+    Ok(())
+}
+
+#[cfg(any(target_os = "macos", target_os = "ios"))]
+pub fn profile_metal(
+    model: &TypedModel,
+    bench_limits: &BenchLimits,
+    dg: &mut Annotations,
+    plan_options: &PlanOptions,
+    inputs: &TVec<TValue>,
+) -> TractResult<()> {
+    info!("Running entire network");
+    let mut iters = 0usize;
+    let prefix = tvec!();
+
+    bench_limits.warmup(model, inputs)?;
 
-                iters += 1;
-            }
+    let mut plan = TypedSimplePlan::new_with_options(model.clone(), plan_options)?;
+    let state = TypedSimpleState::new_from_inputs(&plan, inputs.clone())?;
 
-            entire
-        }
-        #[cfg(not(any(target_os = "macos", target_os = "ios")))]
-        {
-            bail!("Metal Profiling on non-Metal Device");
-        }
-    };
+    let session_handler =
+        tract_metal::MetalSessionHandler::from_plan(&plan, &state.session_state.resolved_symbols)?;
+
+    plan = plan.with_session_handler(session_handler);
+
+    let mut state = TypedSimpleState::new(Arc::new(plan))?;
+
+    let mut entire = Duration::default();
+    while iters < bench_limits.max_loops && entire < bench_limits.max_time {
+        entire += rec_profiler_metal(&mut state, dg, inputs, &prefix)?.1;
+
+        iters += 1;
+    }
 
     info!("Running {} iterations max. for each node.", bench_limits.max_loops);
     info!("Running for {} ms max. for each node.", bench_limits.max_time.as_millis());