diff --git a/src/io/parquet/read/deserialize/binary/utils.rs b/src/io/parquet/read/deserialize/binary/utils.rs
index 1f30d045a37..a47cb967a55 100644
--- a/src/io/parquet/read/deserialize/binary/utils.rs
+++ b/src/io/parquet/read/deserialize/binary/utils.rs
@@ -91,6 +91,7 @@ impl<O: Offset> Binary<O> {
 }
 
 impl<'a, O: Offset> Pushable<&'a [u8]> for Binary<O> {
+    #[inline]
     fn reserve(&mut self, additional: usize) {
         let avg_len = self.values.len() / std::cmp::max(self.last_offset.to_usize(), 1);
         self.values.reserve(additional * avg_len);
diff --git a/src/io/parquet/read/deserialize/fixed_size_binary/utils.rs b/src/io/parquet/read/deserialize/fixed_size_binary/utils.rs
index 88fd06ee641..f718ce1bdc2 100644
--- a/src/io/parquet/read/deserialize/fixed_size_binary/utils.rs
+++ b/src/io/parquet/read/deserialize/fixed_size_binary/utils.rs
@@ -30,6 +30,7 @@ impl FixedSizeBinary {
 }
 
 impl<'a> Pushable<&'a [u8]> for FixedSizeBinary {
+    #[inline]
     fn reserve(&mut self, additional: usize) {
         self.values.reserve(additional * self.size);
     }
diff --git a/src/io/parquet/read/deserialize/utils.rs b/src/io/parquet/read/deserialize/utils.rs
index d3b1e8c351f..71bce24c586 100644
--- a/src/io/parquet/read/deserialize/utils.rs
+++ b/src/io/parquet/read/deserialize/utils.rs
@@ -38,6 +38,7 @@ pub(super) trait Pushable<T>: Sized {
 }
 
 impl Pushable<bool> for MutableBitmap {
+    #[inline]
     fn reserve(&mut self, additional: usize) {
         MutableBitmap::reserve(self, additional)
     }
@@ -63,6 +64,7 @@ impl Pushable<bool> for MutableBitmap {
 }
 
 impl<A: Copy + Default> Pushable<A> for Vec<A> {
+    #[inline]
     fn reserve(&mut self, additional: usize) {
         Vec::reserve(self, additional)
     }
@@ -296,11 +298,33 @@ pub(super) fn extend_from_decoder<'a, T: Default, P: Pushable<T>, I: Iterator<It
 ) {
     let limit = limit.unwrap_or(usize::MAX);
 
+    let mut runs = vec![];
     let mut remaining = limit;
+    let mut reserve_pushable = 0;
+
+    // first do a scan so that we know how much to reserve up front
     while remaining > 0 {
         let run = page_validity.next_limited(remaining);
         let run = if let Some(run) = run { run } else { break };
 
+        match run {
+            FilteredHybridEncoded::Bitmap { length, .. } => {
+                reserve_pushable += length;
+                remaining -= length;
+            }
+            FilteredHybridEncoded::Repeated { length, .. } => {
+                reserve_pushable += length;
+                remaining -= length;
+            }
+            _ => {}
+        };
+        runs.push(run)
+    }
+    pushable.reserve(reserve_pushable);
+    validity.reserve(reserve_pushable);
+
+    // then a second loop to really fill the buffers
+    for run in runs {
         match run {
             FilteredHybridEncoded::Bitmap {
                 values,
@@ -310,7 +334,6 @@ pub(super) fn extend_from_decoder<'a, T: Default, P: Pushable<T>, I: Iterator<It
                 // consume `length` items
                 let iter = BitmapIter::new(values, offset, length);
                 let iter = Zip::new(iter, &mut values_iter);
-                pushable.reserve(length);
 
                 for item in iter {
                     if let Some(item) = item {
@@ -320,19 +343,16 @@ pub(super) fn extend_from_decoder<'a, T: Default, P: Pushable<T>, I: Iterator<It
                     }
                 }
                 validity.extend_from_slice(values, offset, length);
-
-                remaining -= length;
             }
             FilteredHybridEncoded::Repeated { is_set, length } => {
                 validity.extend_constant(length, is_set);
                 if is_set {
-                    pushable.reserve(length);
-                    (0..length).for_each(|_| pushable.push(values_iter.next().unwrap()));
+                    for v in (&mut values_iter).take(length) {
+                        pushable.push(v)
+                    }
                 } else {
                     pushable.extend_constant(length, T::default());
                 }
-
-                remaining -= length;
             }
             FilteredHybridEncoded::Skipped(valids) => for _ in values_iter.by_ref().take(valids) {},
         };