diff --git a/go.mod b/go.mod
index 6c3ba1330..de6c086b6 100644
--- a/go.mod
+++ b/go.mod
@@ -6,6 +6,7 @@ require (
 	github.com/BurntSushi/toml v1.3.2
 	github.com/Masterminds/semver v1.5.0
 	github.com/go-sql-driver/mysql v1.7.1
+	github.com/goccy/go-json v0.10.2
 	github.com/google/uuid v1.3.0
 	github.com/jmoiron/sqlx v1.3.3
 	github.com/klauspost/compress v1.17.1
diff --git a/go.sum b/go.sum
index aaa8f75b5..0c7e0fd61 100644
--- a/go.sum
+++ b/go.sum
@@ -13,6 +13,8 @@ github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSs
 github.com/go-sql-driver/mysql v1.5.0/go.mod h1:DCzpHaOWr8IXmIStZouvnhqoel9Qv2LBy8hT2VhHyBg=
 github.com/go-sql-driver/mysql v1.7.1 h1:lUIinVbN1DY0xBg0eMOzmmtGoHwWBbvnWubQUrtU8EI=
 github.com/go-sql-driver/mysql v1.7.1/go.mod h1:OXbVy3sEdcQ2Doequ6Z5BW6fXNQTmx+9S1MCJN5yJMI=
+github.com/goccy/go-json v0.10.2 h1:CrxCmQqYDkv1z7lO7Wbh2HN93uovUHgrECaO5ZrCXAU=
+github.com/goccy/go-json v0.10.2/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
 github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
 github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/jmoiron/sqlx v1.3.3 h1:j82X0bf7oQ27XeqxicSZsTU5suPwKElg3oyxNn43iTk=
diff --git a/replication/json_binary.go b/replication/json_binary.go
index 7a8217181..065dd6b2e 100644
--- a/replication/json_binary.go
+++ b/replication/json_binary.go
@@ -1,10 +1,10 @@
 package replication
 
 import (
-	"encoding/json"
 	"fmt"
 	"math"
 
+	"github.com/goccy/go-json"
 	"github.com/pingcap/errors"
 	"github.com/siddontang/go/hack"