diff --git a/go.mod b/go.mod
index 3619b833d..76c63c9a3 100644
--- a/go.mod
+++ b/go.mod
@@ -9,6 +9,7 @@ require (
 	github.com/bytedance/sonic v1.8.1
 	github.com/cloudwego/netpoll v0.5.0
 	github.com/fsnotify/fsnotify v1.5.4
+	github.com/intel/fastgo v1.0.1
 	github.com/tidwall/gjson v1.14.4
 	golang.org/x/sync v0.0.0-20210220032951-036812b2e83c
 	golang.org/x/sys v0.0.0-20220412211240-33da011f77ad
diff --git a/go.sum b/go.sum
index 3cf3c2f96..223673d12 100644
--- a/go.sum
+++ b/go.sum
@@ -29,6 +29,8 @@ github.com/henrylee2cn/ameda v1.4.10 h1:JdvI2Ekq7tapdPsuhrc4CaFiqw6QXFvZIULWJgQy
 github.com/henrylee2cn/ameda v1.4.10/go.mod h1:liZulR8DgHxdK+MEwvZIylGnmcjzQ6N6f2PlWe7nEO4=
 github.com/henrylee2cn/goutil v0.0.0-20210127050712-89660552f6f8 h1:yE9ULgp02BhYIrO6sdV/FPe0xQM6fNHkVQW2IAymfM0=
 github.com/henrylee2cn/goutil v0.0.0-20210127050712-89660552f6f8/go.mod h1:Nhe/DM3671a5udlv2AdV2ni/MZzgfv2qrPL5nIi3EGQ=
+github.com/intel/fastgo v1.0.1 h1:Bie0KlsOOuZ7j2cdqmPRHmtPgwoFG/y54J3+lWDxPMw=
+github.com/intel/fastgo v1.0.1/go.mod h1:sctwebRi3SXzcojadNKwCgZgKy/Y/pSzSUR0aFF+cPg=
 github.com/jtolds/gls v4.20.0+incompatible h1:xdiiI2gbIgH/gLH7ADydsJ1uDOEzR8yvV7C0MuV77Wo=
 github.com/jtolds/gls v4.20.0+incompatible/go.mod h1:QJZ7F/aHp+rZTRtaJ1ow/lLfFfVYBRgL+9YlvaHOwJU=
 github.com/klauspost/cpuid/v2 v2.0.9 h1:lgaqFMSdTdQYdZ04uHyN2d/eKdOMyi2YLSvlQIBFYa4=
diff --git a/pkg/common/compress/compress.go b/pkg/common/compress/compress.go
index bbdd07b63..31554884a 100644
--- a/pkg/common/compress/compress.go
+++ b/pkg/common/compress/compress.go
@@ -46,17 +46,33 @@ import (
 	"compress/gzip"
 	"fmt"
 	"io"
+	"os"
+	"strconv"
 	"sync"
 
+	"github.com/intel/fastgo"
+	igzip "github.com/intel/fastgo/compress/gzip"
+
 	"github.com/cloudwego/hertz/pkg/common/bytebufferpool"
 	"github.com/cloudwego/hertz/pkg/common/stackless"
 	"github.com/cloudwego/hertz/pkg/common/utils"
 	"github.com/cloudwego/hertz/pkg/network"
 )
 
+var fastgoEnable bool
+
+func init() {
+	if fastgo.Optimized() {
+		fastgoEnable, _ = strconv.ParseBool(os.Getenv("HERTZ_EXP_FASTGO_ENABLE"))
+	}
+}
+
 const CompressDefaultCompression = 6 // flate.DefaultCompression
 
-var gzipReaderPool sync.Pool
+var (
+	readerPool     sync.Pool
+	gzipReaderPool sync.Pool
+)
 
 var (
 	stacklessGzipWriterPoolMap = newCompressWriterPoolMap()
@@ -75,6 +91,13 @@ func newCompressWriterPoolMap() []*sync.Pool {
 	return m
 }
 
+type Writer = stackless.Writer
+
+type Reader interface {
+	Reset(io.Reader) error
+	io.ReadCloser
+}
+
 type compressCtx struct {
 	w     io.Writer
 	p     []byte
@@ -101,13 +124,13 @@ func (w *byteSliceWriter) Write(p []byte) (int, error) {
 // bytes written to w.
 func WriteGunzip(w io.Writer, p []byte) (int, error) {
 	r := &byteSliceReader{p}
-	zr, err := AcquireGzipReader(r)
+	zr, err := acquireGzipReader(r)
 	if err != nil {
 		return 0, err
 	}
 	zw := network.NewWriter(w)
 	n, err := utils.CopyZeroAlloc(zw, zr)
-	ReleaseGzipReader(zr)
+	releaseGzipReader(zr)
 	nn := int(n)
 	if int64(nn) != n {
 		return 0, fmt.Errorf("too much data gunzipped: %d", n)
@@ -128,6 +151,27 @@ func (r *byteSliceReader) Read(p []byte) (int, error) {
 	return n, nil
 }
 
+func acquireGzipReader(r io.Reader) (Reader, error) {
+	v := readerPool.Get()
+	if v == nil {
+		if fastgoEnable {
+			return igzip.NewReader(r)
+		}
+
+		return gzip.NewReader(r)
+	}
+	zr := v.(Reader)
+	if err := zr.Reset(r); err != nil {
+		return nil, err
+	}
+	return zr, nil
+}
+
+func releaseGzipReader(zr Reader) {
+	zr.Close()
+	readerPool.Put(zr)
+}
+
 func AcquireGzipReader(r io.Reader) (*gzip.Reader, error) {
 	v := gzipReaderPool.Get()
 	if v == nil {
@@ -180,25 +224,31 @@ func nonblockingWriteGzip(ctxv interface{}) {
 	releaseRealGzipWriter(zw, ctx.level)
 }
 
-func releaseRealGzipWriter(zw *gzip.Writer, level int) {
+func releaseRealGzipWriter(zw Writer, level int) {
 	zw.Close()
 	nLevel := normalizeCompressLevel(level)
 	p := realGzipWriterPoolMap[nLevel]
 	p.Put(zw)
 }
 
-func acquireRealGzipWriter(w io.Writer, level int) *gzip.Writer {
+func acquireRealGzipWriter(w io.Writer, level int) Writer {
 	nLevel := normalizeCompressLevel(level)
 	p := realGzipWriterPoolMap[nLevel]
 	v := p.Get()
 	if v == nil {
-		zw, err := gzip.NewWriterLevel(w, level)
+		var zw Writer
+		var err error
+		if fastgoEnable && level <= 2 {
+			zw, err = igzip.NewWriterLevel(w, level)
+		} else {
+			zw, err = gzip.NewWriterLevel(w, level)
+		}
 		if err != nil {
 			panic(fmt.Sprintf("BUG: unexpected error from gzip.NewWriterLevel(%d): %s", level, err))
 		}
 		return zw
 	}
-	zw := v.(*gzip.Writer)
+	zw := v.(Writer)
 	zw.Reset(w)
 	return zw
 }