diff --git a/benches/binary.rs b/benches/binary.rs
new file mode 100644
index 0000000..c65b14b
--- /dev/null
+++ b/benches/binary.rs
@@ -0,0 +1,94 @@
+#![feature(test)]
+
+extern crate test;
+
+use {
+    onednnl::{
+        engine::Engine,
+        memory::{
+            buffer::AlignedBuffer,
+            descriptor::{DataType, MemoryDescriptor},
+            format_tag::x,
+            Memory,
+        },
+        primitive::{
+            config::{
+                binary::{Binary, ForwardBinaryConfig},
+            },
+            ExecArg, ForwardBinary, Primitive, PropForwardInference,
+        },
+        stream::Stream,
+    },
+    onednnl_sys::{DNNL_ARG_DST, DNNL_ARG_SRC_0, DNNL_ARG_SRC_1},
+    std::sync::Arc,
+    test::Bencher,
+};
+
+#[bench]
+fn binary_add(b: &mut Bencher) {
+    let engine = Engine::new(Engine::CPU, 0).unwrap();
+
+    let stream = Arc::new(Stream::new(engine.clone()).unwrap());
+
+    let src0_desc = MemoryDescriptor::new::<1, x>([3], DataType::F32).unwrap();
+    let src1_desc = MemoryDescriptor::new::<1, x>([3], DataType::F32).unwrap();
+    let dst_desc = MemoryDescriptor::new::<1, x>([3], DataType::F32).unwrap();
+
+    let binary_config = ForwardBinaryConfig {
+        alg_kind: Binary::ADD,
+        src0_desc: &src0_desc,
+        src1_desc: &src1_desc,
+        dst_desc: &dst_desc,
+        attr: std::ptr::null_mut(),
+    };
+
+    let primitive =
+        Primitive::new::<_, PropForwardInference, ForwardBinary<_>>(binary_config, engine.clone());
+    assert!(primitive.is_ok());
+    let primitive = primitive.unwrap();
+
+    let mut s0_buffer = AlignedBuffer::new(&[4.0f32, 5.0, 6.0]).unwrap().into();
+
+    // Allocate and initialize memory
+    let src0_memory =
+        Memory::new_with_user_buffer(engine.clone(), src0_desc, &mut s0_buffer).unwrap();
+
+    let mut s1_buffer = AlignedBuffer::new(&[1.0f32, 2.0, 3.0]).unwrap().into();
+
+    let src1_memory =
+        Memory::new_with_user_buffer(engine.clone(), src1_desc, &mut s1_buffer).unwrap();
+
+    let mut output = AlignedBuffer::<f32>::zeroed(3).unwrap().into();
+
+    let dst_memory = Memory::new_with_user_buffer(engine.clone(), dst_desc, &mut output).unwrap();
+
+    b.iter(|| {
+        // Create the primitive
+
+        // Configure the binary operation
+
+        // Execute the primitive
+        let args = vec![
+            ExecArg {
+                index: DNNL_ARG_SRC_0 as i32,
+                mem: &src0_memory,
+            },
+            ExecArg {
+                index: DNNL_ARG_SRC_1 as i32,
+                mem: &src1_memory,
+            },
+            ExecArg {
+                index: DNNL_ARG_DST as i32,
+                mem: &dst_memory,
+            },
+        ];
+
+        let result = primitive.execute(&stream, args);
+
+        assert!(stream.wait().is_ok());
+
+        assert_eq!(result, Ok(()));
+
+        assert_eq!(output.to_vec::<f32>(), vec![5.0, 7.0, 9.0]);
+    });
+}