diff --git a/benches/benches/poseidon.rs b/benches/benches/poseidon.rs
index f0061f0c6..cd22b243c 100644
--- a/benches/benches/poseidon.rs
+++ b/benches/benches/poseidon.rs
@@ -5,42 +5,55 @@ use lambdaworks_math::field::element::FieldElement;
 use lambdaworks_math::field::fields::fft_friendly::stark_252_prime_field::Stark252PrimeField;
 use lambdaworks_math::traits::ByteConversion;
 use pathfinder_crypto::MontFelt;
-use rand::{RngCore, SeedableRng};
+use rand::{Rng, RngCore, SeedableRng};
 use rand_chacha::ChaCha8Rng;
 
 fn poseidon_benchmarks(c: &mut Criterion) {
     let mut group = c.benchmark_group("poseidon");
 
-    let mut rng = ChaCha8Rng::seed_from_u64(2);
-    let mut felt1: [u8; 32] = Default::default();
-    rng.fill_bytes(&mut felt1);
-    let mut felt2: [u8; 32] = Default::default();
-    rng.fill_bytes(&mut felt2);
+    let mut rng = ChaCha8Rng::seed_from_u64(1);
 
-    let lw_x = FieldElement::<Stark252PrimeField>::from_bytes_be(&felt1).unwrap();
-    let lw_y = FieldElement::<Stark252PrimeField>::from_bytes_be(&felt2).unwrap();
-    group.bench_function("lambdaworks", |bench| {
-        bench.iter(|| black_box(PoseidonCairoStark252::hash(&lw_x, &lw_y)))
+    group.bench_function("lambdaworks", |b| {
+        b.iter_batched(
+            || {
+                let mut lw_felt_x_bytes: [u8; 32] = Default::default();
+                rng.fill_bytes(&mut lw_felt_x_bytes);
+                let mut lw_felt_y_bytes: [u8; 32] = Default::default();
+                rng.fill_bytes(&mut lw_felt_y_bytes);
+                let lw_x =
+                    FieldElement::<Stark252PrimeField>::from_bytes_be(&lw_felt_x_bytes).unwrap();
+                let lw_y =
+                    FieldElement::<Stark252PrimeField>::from_bytes_be(&lw_felt_y_bytes).unwrap();
+                (lw_x, lw_y)
+            },
+            |(a, b)| black_box(PoseidonCairoStark252::hash(&a, &b)),
+            criterion::BatchSize::SmallInput,
+        )
     });
 
-    let mut mont_x = lw_x.value().limbs;
-    let mut mont_y = lw_y.value().limbs;
+    group.bench_function("starknet-rs", |b| {
+        b.iter_batched(
+            || {
+                let mut mont_x: [u64; 4] = Default::default();
+                rng.fill(&mut mont_x);
+                let mut mont_y: [u64; 4] = Default::default();
+                rng.fill(&mut mont_y);
+                let sn_ff_x = starknet_ff::FieldElement::from_mont(mont_x);
+                let sn_ff_y = starknet_ff::FieldElement::from_mont(mont_y);
 
-    // In order use the same field elements for starknet-rs and pathfinder, we have to reverse
-    // the limbs order respect to the lambdaworks implementation.
-    mont_x.reverse();
-    mont_y.reverse();
-
-    let sn_ff_x = starknet_ff::FieldElement::from_mont(mont_x);
-    let sn_ff_y = starknet_ff::FieldElement::from_mont(mont_y);
-    group.bench_function("starknet-rs", |bench| {
-        bench.iter(|| black_box(starknet_crypto::poseidon_hash(sn_ff_x, sn_ff_y)))
+                (sn_ff_x, sn_ff_y)
+            },
+            |(a, b)| black_box(starknet_crypto::poseidon_hash(a, b)),
+            criterion::BatchSize::SmallInput,
+        )
     });
 
-    let pf_x = MontFelt(mont_x);
-    let pf_y = MontFelt(mont_y);
-    group.bench_function("pathfinder", |bench| {
-        bench.iter(|| black_box(pathfinder_crypto::hash::poseidon_hash(pf_x, pf_y)))
+    group.bench_function("pathfinder", |b| {
+        b.iter_batched(
+            || (MontFelt::random(&mut rng), MontFelt::random(&mut rng)),
+            |(a, b)| black_box(pathfinder_crypto::hash::poseidon_hash(a, b)),
+            criterion::BatchSize::SmallInput,
+        )
     });
 }
 criterion_group!(poseidon, poseidon_benchmarks);