diff --git a/crates/domain/src/services/schedule/fill.rs b/crates/domain/src/services/schedule/fill.rs
index f4b71d4..f722470 100644
--- a/crates/domain/src/services/schedule/fill.rs
+++ b/crates/domain/src/services/schedule/fill.rs
@@ -4,7 +4,9 @@ use rand::rngs::StdRng;
 use rand::seq::SliceRandom;
 use rand::SeedableRng;
 
-use crate::models::MediaItem;
+use std::collections::HashMap;
+
+use crate::models::{MediaItem, PlaybackRecord};
 use crate::value_objects::{FillStrategy, MediaItemId};
 
 pub(super) fn fill_block<'a>(
@@ -14,6 +16,7 @@ pub(super) fn fill_block<'a>(
     strategy: &FillStrategy,
     last_item_id: Option<&MediaItemId>,
     loop_on_finish: bool,
+    history: &[PlaybackRecord],
 ) -> Vec<&'a MediaItem> {
     match strategy {
         FillStrategy::BestFit => fill_best_fit(pool, target_secs),
@@ -38,7 +41,7 @@ pub(super) fn fill_block<'a>(
             fill_alternating(candidates, pool, target_secs)
         }
         FillStrategy::Weighted => {
-            fill_weighted(candidates, pool, target_secs)
+            fill_weighted(pool, target_secs, history)
         }
         FillStrategy::Marathon => {
             fill_marathon(candidates, pool, target_secs, loop_on_finish)
@@ -201,60 +204,39 @@ pub(super) fn fill_alternating<'a>(
 }
 
 pub(super) fn fill_weighted<'a>(
-    candidates: &'a [MediaItem],
     pool: &'a [MediaItem],
     target_secs: u32,
+    history: &[PlaybackRecord],
 ) -> Vec<&'a MediaItem> {
     if pool.is_empty() {
         return vec![];
     }
 
-    let pool_ids: HashSet<&MediaItemId> = pool.iter().map(|i| i.id()).collect();
-    let candidate_ids: HashSet<&MediaItemId> = candidates.iter().map(|i| i.id()).collect();
-
-    let mut fresh: Vec<&MediaItem> = pool
+    let last_played: HashMap<&MediaItemId, i64> = history
         .iter()
-        .filter(|i| !candidate_ids.contains(i.id()) || pool_ids.contains(i.id()))
-        .collect();
-
-    let all_in_pool: Vec<&MediaItem> = pool.iter().collect();
+        .fold(HashMap::new(), |mut acc, r| {
+            let ts = r.played_at().timestamp();
+            acc.entry(r.item_id())
+                .and_modify(|prev| *prev = (*prev).max(ts))
+                .or_insert(ts);
+            acc
+        });
 
+    let mut items: Vec<&MediaItem> = pool.iter().collect();
     let mut rng = StdRng::from_entropy();
-    fresh.shuffle(&mut rng);
+    items.shuffle(&mut rng);
+    items.sort_by_key(|i| last_played.get(i.id()).copied().unwrap_or(i64::MIN));
 
     let mut remaining = target_secs;
     let mut result = Vec::new();
-    let mut used: HashSet<&MediaItemId> = HashSet::new();
 
-    for item in &fresh {
+    for item in items {
         if remaining == 0 {
             break;
         }
-        if used.contains(item.id()) {
-            continue;
-        }
         if item.duration_secs() <= remaining {
             remaining -= item.duration_secs();
-            used.insert(item.id());
-            result.push(*item);
-        }
-    }
-
-    if remaining > 0 {
-        let mut rest: Vec<&MediaItem> = all_in_pool
-            .iter()
-            .filter(|i| !used.contains(i.id()))
-            .copied()
-            .collect();
-        rest.shuffle(&mut rng);
-        for item in rest {
-            if remaining == 0 {
-                break;
-            }
-            if item.duration_secs() <= remaining {
-                remaining -= item.duration_secs();
-                result.push(item);
-            }
+            result.push(item);
         }
     }
 
diff --git a/crates/domain/src/services/schedule/mod.rs b/crates/domain/src/services/schedule/mod.rs
index b27227a..edd8911 100644
--- a/crates/domain/src/services/schedule/mod.rs
+++ b/crates/domain/src/services/schedule/mod.rs
@@ -744,6 +744,7 @@ impl ScheduleEngineService {
             params.strategy,
             rotation.last_item_id,
             params.loop_on_finish,
+            rotation.history,
         );
 
         let mut slots = Vec::new();
diff --git a/crates/domain/src/services/schedule/tests/fill.rs b/crates/domain/src/services/schedule/tests/fill.rs
index 9532045..373d466 100644
--- a/crates/domain/src/services/schedule/tests/fill.rs
+++ b/crates/domain/src/services/schedule/tests/fill.rs
@@ -64,7 +64,7 @@ fn sequential_includes_oversize_first_episode() {
 fn random_fill_respects_budget() {
     let pool = vec![item("a", 100), item("b", 100), item("c", 100)];
     let candidates = pool.clone();
-    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Random, None, true);
+    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Random, None, true, &[]);
     let total: u32 = result.iter().map(|i| i.duration_secs()).sum();
     assert!(total <= 200);
 }
@@ -118,7 +118,7 @@ fn alternating_empty_pool() {
 fn weighted_respects_budget() {
     let pool = vec![item("a", 100), item("b", 100), item("c", 100)];
     let candidates = pool.clone();
-    let result = fill_weighted(&candidates, &pool, 200);
+    let result = fill_weighted(&pool, 200, &[]);
     let total: u32 = result.iter().map(|i| i.duration_secs()).sum();
     assert!(total <= 200);
 }
@@ -127,7 +127,7 @@ fn weighted_respects_budget() {
 fn weighted_no_duplicates() {
     let pool = vec![item("a", 50), item("b", 50), item("c", 50)];
     let candidates = pool.clone();
-    let result = fill_weighted(&candidates, &pool, 150);
+    let result = fill_weighted(&pool, 150, &[]);
     let ids: Vec<&str> = result.iter().map(|i| i.id().value()).collect();
     let unique: HashSet<&str> = ids.iter().copied().collect();
     assert_eq!(ids.len(), unique.len());
@@ -137,7 +137,7 @@ fn weighted_no_duplicates() {
 fn weighted_empty_pool() {
     let candidates: Vec<MediaItem> = vec![];
     let pool: Vec<MediaItem> = vec![];
-    let result = fill_weighted(&candidates, &pool, 300);
+    let result = fill_weighted(&pool, 300, &[]);
     assert!(result.is_empty());
 }
 
@@ -192,7 +192,7 @@ fn marathon_oversize_single_item() {
 fn fill_block_dispatches_alternating() {
     let candidates = vec![item("a", 100), item("b", 100)];
     let pool = candidates.clone();
-    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Alternating, None, true);
+    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Alternating, None, true, &[]);
     let total: u32 = result.iter().map(|i| i.duration_secs()).sum();
     assert!(total <= 200);
 }
@@ -201,7 +201,7 @@ fn fill_block_dispatches_alternating() {
 fn fill_block_dispatches_weighted() {
     let candidates = vec![item("a", 100), item("b", 100)];
     let pool = candidates.clone();
-    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Weighted, None, true);
+    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Weighted, None, true, &[]);
     let total: u32 = result.iter().map(|i| i.duration_secs()).sum();
     assert!(total <= 200);
 }
@@ -210,6 +210,6 @@ fn fill_block_dispatches_weighted() {
 fn fill_block_dispatches_marathon() {
     let candidates = vec![item("a", 100), item("b", 100)];
     let pool = candidates.clone();
-    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Marathon, None, true);
+    let result = fill_block(&candidates, &pool, 200, &FillStrategy::Marathon, None, true, &[]);
     assert_eq!(result[0].id().value(), "a");
 }