diff --git a/tfhe-benchmark/benches/high_level_api/bench.rs b/tfhe-benchmark/benches/high_level_api/bench.rs
index 17e90764f..2fe4050c3 100644
--- a/tfhe-benchmark/benches/high_level_api/bench.rs
+++ b/tfhe-benchmark/benches/high_level_api/bench.rs
@@ -2,7 +2,9 @@ use benchmark::utilities::{
     hlapi_throughput_num_ops, write_to_json, BenchmarkType, BitSizesSet, EnvConfig, OperatorType,
 };
 use criterion::{black_box, Criterion, Throughput};
+use oprf::oprf_any_range2;
 use rand::prelude::*;
+use rayon::prelude::*;
 use std::marker::PhantomData;
 use std::ops::*;
 use tfhe::core_crypto::prelude::Numeric;
@@ -16,7 +18,7 @@ use tfhe::{
     KVStore,
 };
 
-use rayon::prelude::*;
+mod oprf;
 
 fn bench_fhe_type<FheType>(
     c: &mut Criterion,
@@ -481,5 +483,7 @@ fn main() {
         }
     }
 
+    oprf_any_range2();
+
     c.final_summary();
 }
diff --git a/tfhe-benchmark/benches/high_level_api/oprf.rs b/tfhe-benchmark/benches/high_level_api/oprf.rs
new file mode 100644
index 000000000..b311eb91a
--- /dev/null
+++ b/tfhe-benchmark/benches/high_level_api/oprf.rs
@@ -0,0 +1,41 @@
+use benchmark::params_aliases::BENCH_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
+use criterion::{black_box, criterion_group, Criterion};
+use tfhe::{set_server_key, ClientKey, ConfigBuilder, FheUint64, RangeForRandom, Seed, ServerKey};
+
+pub fn oprf_any_range(c: &mut Criterion) {
+    let bench_name = "hlapi::oprf_any_range";
+
+    let mut bench_group = c.benchmark_group(bench_name);
+    bench_group
+        .sample_size(15)
+        .measurement_time(std::time::Duration::from_secs(30));
+
+    let param = BENCH_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
+
+    let config = ConfigBuilder::with_custom_parameters(param).build();
+    let cks = ClientKey::generate(config);
+    let sks = ServerKey::new(&cks);
+
+    rayon::broadcast(|_| set_server_key(sks.clone()));
+    set_server_key(sks);
+
+    for excluded_upper_bound in [3, 52] {
+        let range = RangeForRandom::new_from_excluded_upper_bound(excluded_upper_bound);
+
+        let bench_id_oprf = format!("{bench_name}::bound_{excluded_upper_bound}");
+
+        bench_group.bench_function(&bench_id_oprf, |b| {
+            b.iter(|| {
+                _ = black_box(FheUint64::generate_oblivious_pseudo_random_custom_range(
+                    Seed(0),
+                    &range,
+                    None,
+                ));
+            })
+        });
+    }
+
+    bench_group.finish()
+}
+
+criterion_group!(oprf_any_range2, oprf_any_range);