diff --git a/src/lib.rs b/src/lib.rs
index bab5815..ddc0cfe 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -371,6 +371,78 @@ mod tests {
         assert_eq!(result, Ok(4));
     }
 
+    #[test]
+    fn test_retain_unsync() {
+        let mut cache = unsync::Cache::<u64, u64>::new(100);
+        let ranges = 0..10;
+        for i in ranges.clone() {
+            let guard = cache.get_ref_or_guard(&i).unwrap_err();
+            guard.insert(i);
+            assert_eq!(cache.get_ref_or_guard(&i).ok().copied(), Some(i));
+        }
+        let small = 3;
+        cache.retain(|&key, &val| val > small && key > small);
+        for i in ranges.clone() {
+            let actual = cache.get(&i);
+            if i > small {
+                assert!(actual.is_some());
+                assert_eq!(*actual.unwrap(), i);
+            } else {
+                assert!(actual.is_none());
+            }
+        }
+        let big = 7;
+        cache.retain(|&key, &val| val < big && key < big);
+        for i in ranges {
+            let actual = cache.get(&i);
+            if i > small && i < big {
+                assert!(actual.is_some());
+                assert_eq!(*actual.unwrap(), i);
+            } else {
+                assert!(actual.is_none());
+            }
+        }
+    }
+
+    #[tokio::test]
+    async fn test_retain_sync() {
+        use crate::sync::*;
+        let cache = Cache::<u64, u64>::new(100);
+        let ranges = 0..10;
+        for i in ranges.clone() {
+            let GuardResult::Guard(guard) = cache.get_value_or_guard(&i, None) else {
+                panic!();
+            };
+            guard.insert(i).unwrap();
+            let GuardResult::Value(v) = cache.get_value_or_guard(&i, None) else {
+                panic!();
+            };
+            assert_eq!(v, i);
+        }
+        let small = 4;
+        cache.retain(|&key, &val| val > small && key > small);
+        for i in ranges.clone() {
+            let actual = cache.get(&i);
+            if i > small {
+                assert!(actual.is_some());
+                assert_eq!(actual.unwrap(), i);
+            } else {
+                assert!(actual.is_none());
+            }
+        }
+        let big = 8;
+        cache.retain(|&key, &val| val < big && key < big);
+        for i in ranges {
+            let actual = cache.get(&i);
+            if i > small && i < big {
+                assert!(actual.is_some());
+                assert_eq!(actual.unwrap(), i);
+            } else {
+                assert!(actual.is_none());
+            }
+        }
+    }
+
     #[test]
     #[cfg_attr(miri, ignore)]
     fn test_value_or_guard() {
diff --git a/src/shard.rs b/src/shard.rs
index f780696..65fc148 100644
--- a/src/shard.rs
+++ b/src/shard.rs
@@ -332,6 +332,33 @@ impl<
         })
     }
 
+    pub fn retain<F>(&mut self, f: F)
+    where
+        F: Fn(&Key, &Val) -> bool,
+    {
+        let retained_tokens = self
+            .map
+            .iter()
+            .filter_map(|&idx| match self.entries.get(idx) {
+                Some((entry, _idx)) => match entry {
+                    Entry::Resident(r) => {
+                        if !f(&r.key, &r.value) {
+                            let hash = self.hash(&r.key);
+                            Some((idx, hash))
+                        } else {
+                            None
+                        }
+                    }
+                    Entry::Placeholder(_) | Entry::Ghost(_) => None,
+                },
+                None => None,
+            })
+            .collect::<Vec<_>>();
+        for (idx, hash) in retained_tokens {
+            self.remove_internal(hash, idx);
+        }
+    }
+
     pub fn weight(&self) -> u64 {
         self.weight_hot + self.weight_cold
     }
diff --git a/src/sync.rs b/src/sync.rs
index f8b50c0..1443446 100644
--- a/src/sync.rs
+++ b/src/sync.rs
@@ -287,6 +287,18 @@ impl<
         Ok(lcs)
     }
 
+    /// Retains only the items specified by the predicate.
+    /// In other words, remove all items for which `f(&key, &value)` returns `false`. The
+    /// elements are visited in arbitrary order.
+    pub fn retain<F>(&self, f: F)
+    where
+        F: Fn(&Key, &Val) -> bool,
+    {
+        for s in self.shards.iter() {
+            s.write().retain(&f);
+        }
+    }
+
     /// Inserts an item in the cache with key `key`.
     pub fn insert(&self, key: Key, value: Val) {
         let lcs = self.insert_with_lifecycle(key, value);
diff --git a/src/unsync.rs b/src/unsync.rs
index f84c0a1..0aded9c 100644
--- a/src/unsync.rs
+++ b/src/unsync.rs
@@ -227,6 +227,16 @@ impl<Key: Eq + Hash, Val, We: Weighter<Key, Val>, B: BuildHasher, L: Lifecycle<K
         Ok(lcs)
     }
 
+    /// Retains only the items specified by the predicate.
+    /// In other words, remove all items for which `f(&key, &value)` returns `false`. The
+    /// elements are visited in arbitrary order.
+    pub fn retain<F>(&mut self, f: F)
+    where
+        F: Fn(&Key, &Val) -> bool,
+    {
+        self.shard.retain(f);
+    }
+
     /// Gets or inserts an item in the cache with key `key`.
     /// Returns a reference to the inserted `value` if it was admitted to the cache.
     ///