diff --git a/hash/xfnv/xfnv.go b/hash/xfnv/xfnv.go
new file mode 100644
index 0000000..8dfc169
--- /dev/null
+++ b/hash/xfnv/xfnv.go
@@ -0,0 +1,56 @@
+// Package xfnv is modified and non-cross-platform version of FNV-1a.
+//
+// It computes 8 bytes per round by converting bytes to uint64 directly
+// as a result it doesn't generate the same result for diff cpu arch.
+package xfnv
+
+import (
+	"unsafe"
+)
+
+const (
+	fnvHashOffset64 = uint64(14695981039346656037) // fnv hash offset64
+	fnvHashPrime64  = uint64(1099511628211)
+)
+
+func strDataPtr(s string) unsafe.Pointer {
+	// for str, the Data ptr is always the 1st field
+	return *(*unsafe.Pointer)(unsafe.Pointer(&s))
+}
+
+func bytesDataPtr(b []byte) unsafe.Pointer {
+	// for []byte, the Data ptr is always the 1st field
+	return *(*unsafe.Pointer)(unsafe.Pointer(&b))
+}
+
+func Hash(b []byte) uint64 {
+	return doHash(bytesDataPtr(b), len(b))
+}
+
+func HashStr(s string) uint64 {
+	return doHash(strDataPtr(s), len(s))
+}
+
+func doHash(p unsafe.Pointer, n int) uint64 {
+	// a modified version of fnv hash,
+	// it computes 8 bytes per round,
+	// and doesn't generate the same result for diff cpu arch,
+	// so it's ok for in-memory use
+
+	h := fnvHashOffset64
+
+	// 8 byte per round
+	i := 0
+	for n := n >> 3; i < n; i++ {
+		h ^= *(*uint64)(unsafe.Add(p, i<<3)) // p[i*8]
+		h *= fnvHashPrime64
+	}
+
+	// left 0-7 bytes
+	i = i << 3
+	for ; i < n; i++ {
+		h ^= uint64(*(*byte)(unsafe.Add(p, i)))
+		h *= fnvHashPrime64
+	}
+	return h
+}
diff --git a/hash/xfnv/xfnv_test.go b/hash/xfnv/xfnv_test.go
new file mode 100644
index 0000000..6e21a82
--- /dev/null
+++ b/hash/xfnv/xfnv_test.go
@@ -0,0 +1,64 @@
+package xfnv
+
+import (
+	"crypto/rand"
+	"fmt"
+	"hash/maphash"
+	"testing"
+
+	"github.com/bytedance/gopkg/util/xxhash3"
+	"github.com/stretchr/testify/require"
+)
+
+func TestHashStr(t *testing.T) {
+	require.Equal(t, HashStr("1234"), HashStr("1234"))
+	require.NotEqual(t, HashStr("12345"), HashStr("12346"))
+	require.Equal(t, HashStr("12345678"), HashStr("12345678"))
+	require.NotEqual(t, HashStr("123456789"), HashStr("123456788"))
+}
+
+func BenchmarkHash(b *testing.B) {
+	sizes := []int{8, 16, 32, 64, 128, 512}
+	bb := make([][]byte, len(sizes))
+	for i := range bb {
+		b := make([]byte, sizes[i])
+		rand.Read(b)
+		bb[i] = b
+	}
+	b.ResetTimer()
+	for _, data := range bb {
+		b.Run(fmt.Sprintf("size-%d-xfnv", len(data)), func(b *testing.B) {
+			b.SetBytes(int64(len(data)))
+			for i := 0; i < b.N; i++ {
+				_ = Hash(data)
+			}
+		})
+	}
+
+	println("")
+
+	for _, data := range bb {
+		b.Run(fmt.Sprintf("size-%d-xxhash3", len(data)), func(b *testing.B) {
+			b.SetBytes(int64(len(data)))
+			for i := 0; i < b.N; i++ {
+				_ = xxhash3.Hash(data)
+			}
+		})
+	}
+
+	println("")
+
+	for _, data := range bb {
+		b.Run(fmt.Sprintf("size-%d-maphash", len(data)), func(b *testing.B) {
+			s := maphash.MakeSeed()
+			h := &maphash.Hash{}
+			h.SetSeed(s)
+			b.SetBytes(int64(len(data)))
+			for i := 0; i < b.N; i++ {
+				// use maphash.Bytes which is more fair to benchmark after go1.19
+				// maphash.Bytes(s, data)
+				_, _ = h.Write(data)
+			}
+		})
+	}
+}