diff --git a/Cargo.toml b/Cargo.toml
index 9257b5dd..acc74117 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -49,3 +49,8 @@ optional = true
 
 [dev-dependencies]
 paste = "0.1"
+criterion = "*"
+
+[[bench]]
+name = "eigh"
+harness = false
diff --git a/benches/eigh.rs b/benches/eigh.rs
new file mode 100644
index 00000000..cec39b70
--- /dev/null
+++ b/benches/eigh.rs
@@ -0,0 +1,37 @@
+#[macro_use]
+extern crate criterion;
+
+use criterion::Criterion;
+use ndarray::*;
+use ndarray_linalg::*;
+
+macro_rules! impl_eigh {
+    ($n:expr) => {
+        paste::item! {
+            fn [<eigh $n>](c: &mut Criterion) {
+                c.bench_function(&format!("eigh{}", $n), |b| {
+                    let a: Array2<f64> = random(($n, $n));
+                    b.iter(|| {
+                        let (_e, _vecs) = a.eigh(UPLO::Upper).unwrap();
+                    })
+                });
+                c.bench_function(&format!("eigh{}_t", $n), |b| {
+                    let a: Array2<f64> = random(($n, $n).f());
+                    b.iter(|| {
+                        let (_e, _vecs) = a.eigh(UPLO::Upper).unwrap();
+                    })
+                });
+            }
+        }
+    };
+}
+
+impl_eigh!(4);
+impl_eigh!(8);
+impl_eigh!(16);
+impl_eigh!(32);
+impl_eigh!(64);
+impl_eigh!(128);
+
+criterion_group!(eigh, eigh4, eigh8, eigh16, eigh32, eigh64, eigh128);
+criterion_main!(eigh);