diff --git a/arrow-select/Cargo.toml b/arrow-select/Cargo.toml
index 443094e6c986..8dea8124532a 100644
--- a/arrow-select/Cargo.toml
+++ b/arrow-select/Cargo.toml
@@ -44,4 +44,9 @@ num-traits = { version = "0.2.19", default-features = false, features = ["std"]
 ahash = { version = "0.8", default-features = false}
 
 [dev-dependencies]
+criterion = { workspace = true, default-features = false }
 rand = { version = "0.9", default-features = false, features = ["std", "std_rng", "thread_rng"] }
+
+[[bench]]
+name = "take"
+harness = false
diff --git a/arrow-select/benches/take.rs b/arrow-select/benches/take.rs
new file mode 100644
index 000000000000..5daca89bb775
--- /dev/null
+++ b/arrow-select/benches/take.rs
@@ -0,0 +1,281 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use criterion::{Criterion, criterion_group, criterion_main};
+use std::hint;
+
+use arrow_array::builder::UInt32Builder;
+use arrow_array::types::*;
+use arrow_array::*;
+use arrow_select::take::{TakeOptions, take};
+use rand::distr::{Alphanumeric, Distribution, StandardUniform};
+use rand::rngs::StdRng;
+use rand::{Rng, SeedableRng};
+
+fn seedable_rng() -> StdRng {
+    StdRng::seed_from_u64(42)
+}
+
+fn create_primitive_array<T>(size: usize, null_density: f32) -> PrimitiveArray<T>
+where
+    T: ArrowPrimitiveType,
+    StandardUniform: Distribution<T::Native>,
+{
+    let mut rng = seedable_rng();
+    (0..size)
+        .map(|_| {
+            if rng.random::<f32>() < null_density {
+                None
+            } else {
+                Some(rng.random())
+            }
+        })
+        .collect()
+}
+
+fn create_boolean_array(size: usize, null_density: f32, true_density: f32) -> BooleanArray {
+    let mut rng = seedable_rng();
+    (0..size)
+        .map(|_| {
+            if rng.random::<f32>() < null_density {
+                None
+            } else {
+                Some(rng.random::<f32>() < true_density)
+            }
+        })
+        .collect()
+}
+
+fn create_string_array(size: usize, null_density: f32) -> StringArray {
+    let rng = &mut seedable_rng();
+    (0..size)
+        .map(|_| {
+            if rng.random::<f32>() < null_density {
+                None
+            } else {
+                let str_len = rng.random_range(0..20);
+                let value: String = rng
+                    .sample_iter(&Alphanumeric)
+                    .take(str_len)
+                    .map(char::from)
+                    .collect();
+                Some(value)
+            }
+        })
+        .collect()
+}
+
+fn create_string_view_array(size: usize, null_density: f32) -> StringViewArray {
+    let rng = &mut seedable_rng();
+    (0..size)
+        .map(|_| {
+            if rng.random::<f32>() < null_density {
+                None
+            } else {
+                let str_len = rng.random_range(0..20);
+                let value: String = rng
+                    .sample_iter(&Alphanumeric)
+                    .take(str_len)
+                    .map(char::from)
+                    .collect();
+                Some(value)
+            }
+        })
+        .collect()
+}
+
+fn create_random_index(size: usize, null_density: f32) -> UInt32Array {
+    let mut rng = seedable_rng();
+    let mut builder = UInt32Builder::with_capacity(size);
+    for _ in 0..size {
+        if rng.random::<f32>() < null_density {
+            builder.append_null();
+        } else {
+            let value = rng.random_range::<u32, _>(0u32..size as u32);
+            builder.append_value(value);
+        }
+    }
+    builder.finish()
+}
+
+fn create_fsb_array(size: usize, null_density: f32, value_len: usize) -> FixedSizeBinaryArray {
+    let rng = &mut seedable_rng();
+    FixedSizeBinaryArray::try_from_sparse_iter_with_size(
+        (0..size).map(|_| {
+            if rng.random::<f32>() < null_density {
+                None
+            } else {
+                let value: Vec<u8> = rng
+                    .sample_iter::<u8, _>(StandardUniform)
+                    .take(value_len)
+                    .collect();
+                Some(value)
+            }
+        }),
+        value_len as i32,
+    )
+    .unwrap()
+}
+
+fn bench_take(values: &dyn Array, indices: &UInt32Array) {
+    hint::black_box(take(values, indices, None).unwrap());
+}
+
+fn bench_take_bounds_check(values: &dyn Array, indices: &UInt32Array) {
+    hint::black_box(take(values, indices, Some(TakeOptions { check_bounds: true })).unwrap());
+}
+
+fn add_benchmark(c: &mut Criterion) {
+    let values = create_primitive_array::<Int32Type>(512, 0.0);
+    let indices = create_random_index(512, 0.0);
+    c.bench_function("take i32 512", |b| b.iter(|| bench_take(&values, &indices)));
+
+    let values = create_primitive_array::<Int32Type>(1024, 0.0);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take i32 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take i32 null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_primitive_array::<Int32Type>(1024, 0.5);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take i32 null values 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take i32 null values null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_primitive_array::<Int32Type>(512, 0.0);
+    let indices = create_random_index(512, 0.0);
+    c.bench_function("take check bounds i32 512", |b| {
+        b.iter(|| bench_take_bounds_check(&values, &indices))
+    });
+    let values = create_primitive_array::<Int32Type>(1024, 0.0);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take check bounds i32 1024", |b| {
+        b.iter(|| bench_take_bounds_check(&values, &indices))
+    });
+
+    let values = create_boolean_array(512, 0.0, 0.5);
+    let indices = create_random_index(512, 0.0);
+    c.bench_function("take bool 512", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_boolean_array(1024, 0.0, 0.5);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take bool 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take bool null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_boolean_array(1024, 0.5, 0.5);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take bool null values 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_boolean_array(1024, 0.5, 0.5);
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take bool null values null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_string_array(512, 0.0);
+    let indices = create_random_index(512, 0.0);
+    c.bench_function("take str 512", |b| b.iter(|| bench_take(&values, &indices)));
+
+    let values = create_string_array(1024, 0.0);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take str 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_array(512, 0.0);
+    let indices = create_random_index(512, 0.5);
+    c.bench_function("take str null indices 512", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_array(1024, 0.0);
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take str null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_array(1024, 0.5);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take str null values 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_array(1024, 0.5);
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take str null values null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_string_view_array(512, 0.0);
+    let indices = create_random_index(512, 0.0);
+    c.bench_function("take stringview 512", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_view_array(1024, 0.0);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take stringview 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_view_array(512, 0.0);
+    let indices = create_random_index(512, 0.5);
+    c.bench_function("take stringview null indices 512", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_view_array(1024, 0.0);
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take stringview null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_view_array(1024, 0.5);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take stringview null values 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_string_view_array(1024, 0.5);
+    let indices = create_random_index(1024, 0.5);
+    c.bench_function("take stringview null values null indices 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+
+    let values = create_fsb_array(1024, 0.0, 12);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take fsb value len: 12, indices: 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+    let values = create_fsb_array(1024, 0.5, 12);
+    let indices = create_random_index(1024, 0.0);
+    c.bench_function("take fsb value len: 12, null values, indices: 1024", |b| {
+        b.iter(|| bench_take(&values, &indices))
+    });
+}
+
+criterion_group!(benches, add_benchmark);
+criterion_main!(benches);