diff --git a/crates/engine/tree/src/tree/metrics.rs b/crates/engine/tree/src/tree/metrics.rs
index 1496a5deea..d08b42123c 100644
--- a/crates/engine/tree/src/tree/metrics.rs
+++ b/crates/engine/tree/src/tree/metrics.rs
@@ -34,6 +34,10 @@ pub struct EngineApiMetrics {
     /// Metrics for EIP-7928 Block-Level Access Lists (BAL).
     #[allow(dead_code)]
     pub(crate) bal: BalMetrics,
+    /// Gas-bucketed execution sub-phase metrics.
+    pub(crate) execution_gas_buckets: ExecutionGasBucketMetrics,
+    /// Gas-bucketed block validation sub-phase metrics.
+    pub(crate) block_validation_gas_buckets: BlockValidationGasBucketMetrics,
 }
 
 impl EngineApiMetrics {
@@ -82,6 +86,22 @@ impl EngineApiMetrics {
         self.executor.post_execution_histogram.record(elapsed);
     }
 
+    /// Records execution duration into the gas-bucketed execution histogram.
+    pub fn record_block_execution_gas_bucket(&self, gas_used: u64, elapsed: Duration) {
+        let idx = GasBucketMetrics::bucket_index(gas_used);
+        self.execution_gas_buckets.buckets[idx]
+            .execution_gas_bucket_histogram
+            .record(elapsed.as_secs_f64());
+    }
+
+    /// Records state root duration into the gas-bucketed block validation histogram.
+    pub fn record_state_root_gas_bucket(&self, gas_used: u64, elapsed_secs: f64) {
+        let idx = GasBucketMetrics::bucket_index(gas_used);
+        self.block_validation_gas_buckets.buckets[idx]
+            .state_root_gas_bucket_histogram
+            .record(elapsed_secs);
+    }
+
     /// Records the time spent waiting for the next transaction from the iterator.
     pub fn record_transaction_wait(&self, elapsed: Duration) {
         self.executor.transaction_wait_histogram.record(elapsed);
@@ -280,7 +300,8 @@ impl GasBucketMetrics {
             .record(gas_used as f64 / elapsed.as_secs_f64());
     }
 
-    fn bucket_index(gas_used: u64) -> usize {
+    /// Returns the bucket index for a given gas value.
+    pub(crate) fn bucket_index(gas_used: u64) -> usize {
         GAS_BUCKET_THRESHOLDS
             .iter()
             .position(|&threshold| gas_used < threshold)
@@ -288,7 +309,7 @@ impl GasBucketMetrics {
     }
 
     /// Returns a human-readable label like `<5M`, `5-10M`, … `>40M`.
-    fn bucket_label(index: usize) -> String {
+    pub(crate) fn bucket_label(index: usize) -> String {
         if index == 0 {
             let hi = GAS_BUCKET_THRESHOLDS[0] / MEGAGAS;
             format!("<{hi}M")
@@ -303,6 +324,56 @@ impl GasBucketMetrics {
     }
 }
 
+/// Per-gas-bucket execution duration metric.
+#[derive(Clone, Metrics)]
+#[metrics(scope = "sync.execution")]
+pub(crate) struct ExecutionGasBucketSeries {
+    /// Gas-bucketed EVM execution duration.
+    pub(crate) execution_gas_bucket_histogram: Histogram,
+}
+
+/// Holds pre-initialized [`ExecutionGasBucketSeries`] instances, one per gas bucket.
+#[derive(Debug)]
+pub(crate) struct ExecutionGasBucketMetrics {
+    buckets: [ExecutionGasBucketSeries; NUM_GAS_BUCKETS],
+}
+
+impl Default for ExecutionGasBucketMetrics {
+    fn default() -> Self {
+        Self {
+            buckets: std::array::from_fn(|i| {
+                let label = GasBucketMetrics::bucket_label(i);
+                ExecutionGasBucketSeries::new_with_labels(&[("gas_bucket", label)])
+            }),
+        }
+    }
+}
+
+/// Per-gas-bucket block validation metrics (state root).
+#[derive(Clone, Metrics)]
+#[metrics(scope = "sync.block_validation")]
+pub(crate) struct BlockValidationGasBucketSeries {
+    /// Gas-bucketed state root computation duration.
+    pub(crate) state_root_gas_bucket_histogram: Histogram,
+}
+
+/// Holds pre-initialized [`BlockValidationGasBucketSeries`] instances, one per gas bucket.
+#[derive(Debug)]
+pub(crate) struct BlockValidationGasBucketMetrics {
+    buckets: [BlockValidationGasBucketSeries; NUM_GAS_BUCKETS],
+}
+
+impl Default for BlockValidationGasBucketMetrics {
+    fn default() -> Self {
+        Self {
+            buckets: std::array::from_fn(|i| {
+                let label = GasBucketMetrics::bucket_label(i);
+                BlockValidationGasBucketSeries::new_with_labels(&[("gas_bucket", label)])
+            }),
+        }
+    }
+}
+
 /// Metrics for engine newPayload responses.
 #[derive(Metrics)]
 #[metrics(scope = "consensus.engine.beacon")]
diff --git a/crates/engine/tree/src/tree/payload_validator.rs b/crates/engine/tree/src/tree/payload_validator.rs
index 33759d65f2..d82bbbf5c1 100644
--- a/crates/engine/tree/src/tree/payload_validator.rs
+++ b/crates/engine/tree/src/tree/payload_validator.rs
@@ -597,6 +597,8 @@ where
         };
 
         self.metrics.block_validation.record_state_root(&trie_output, root_elapsed.as_secs_f64());
+        self.metrics
+            .record_state_root_gas_bucket(block.header().gas_used(), root_elapsed.as_secs_f64());
         debug!(target: "engine::tree::payload_validator", ?root_elapsed, "Calculated state root");
 
         // ensure state root matches
@@ -765,6 +767,7 @@ where
 
         let execution_duration = execution_start.elapsed();
         self.metrics.record_block_execution(&output, execution_duration);
+        self.metrics.record_block_execution_gas_bucket(output.result.gas_used, execution_duration);
 
         debug!(target: "engine::tree::payload_validator", elapsed = ?execution_duration, "Executed block");
         Ok((output, senders, result_rx))