diff --git a/pkg/cluster/manager/deploy.go b/pkg/cluster/manager/deploy.go
index 1fe6de5868..ef1314e7a6 100644
--- a/pkg/cluster/manager/deploy.go
+++ b/pkg/cluster/manager/deploy.go
@@ -35,6 +35,7 @@ import (
 	"github.com/pingcap/tiup/pkg/environment"
 	"github.com/pingcap/tiup/pkg/logger/log"
 	"github.com/pingcap/tiup/pkg/meta"
+	"github.com/pingcap/tiup/pkg/repository"
 	"github.com/pingcap/tiup/pkg/set"
 	"github.com/pingcap/tiup/pkg/utils"
 )
@@ -270,7 +271,10 @@ func (m *Manager) Deploy(
 			case spec.ComponentTiSpark:
 				env := environment.GlobalEnv()
 				var sparkVer utils.Version
-				if sparkVer, _, iterErr = env.V1Repository().LatestStableVersion(spec.ComponentSpark, false); iterErr != nil {
+				if sparkVer, _, iterErr = env.V1Repository().WithOptions(repository.Options{
+					GOOS:   inst.OS(),
+					GOARCH: inst.Arch(),
+				}).LatestStableVersion(spec.ComponentSpark, false); iterErr != nil {
 					return
 				}
 				t = t.DeploySpark(inst, sparkVer.String(), "" /* default srcPath */, deployDir)
diff --git a/pkg/cluster/manager/upgrade.go b/pkg/cluster/manager/upgrade.go
index 023dc73852..c45eeff6ca 100644
--- a/pkg/cluster/manager/upgrade.go
+++ b/pkg/cluster/manager/upgrade.go
@@ -30,6 +30,7 @@ import (
 	"github.com/pingcap/tiup/pkg/environment"
 	"github.com/pingcap/tiup/pkg/logger/log"
 	"github.com/pingcap/tiup/pkg/meta"
+	"github.com/pingcap/tiup/pkg/repository"
 	"github.com/pingcap/tiup/pkg/utils"
 	"golang.org/x/mod/semver"
 )
@@ -121,7 +122,10 @@ func (m *Manager) Upgrade(name string, clusterVersion string, opt operator.Optio
 				switch inst.ComponentName() {
 				case spec.ComponentTiSpark:
 					env := environment.GlobalEnv()
-					sparkVer, _, err := env.V1Repository().LatestStableVersion(spec.ComponentSpark, false)
+					sparkVer, _, err := env.V1Repository().WithOptions(repository.Options{
+						GOOS:   inst.OS(),
+						GOARCH: inst.Arch(),
+					}).LatestStableVersion(spec.ComponentSpark, false)
 					if err != nil {
 						return err
 					}
diff --git a/pkg/cluster/task/copy_component.go b/pkg/cluster/task/copy_component.go
index 208060af06..519a224189 100644
--- a/pkg/cluster/task/copy_component.go
+++ b/pkg/cluster/task/copy_component.go
@@ -19,6 +19,7 @@ import (
 
 	"github.com/pingcap/tiup/pkg/cluster/spec"
 	"github.com/pingcap/tiup/pkg/environment"
+	"github.com/pingcap/tiup/pkg/repository"
 )
 
 // CopyComponent is used to copy all files related the specific version a component
@@ -38,7 +39,10 @@ func (c *CopyComponent) Execute(ctx context.Context) error {
 	// If the version is not specified, the last stable one will be used
 	if c.version == "" {
 		env := environment.GlobalEnv()
-		ver, _, err := env.V1Repository().LatestStableVersion(c.component, false)
+		ver, _, err := env.V1Repository().WithOptions(repository.Options{
+			GOOS:   c.os,
+			GOARCH: c.arch,
+		}).LatestStableVersion(c.component, false)
 		if err != nil {
 			return err
 		}
diff --git a/pkg/cluster/task/download.go b/pkg/cluster/task/download.go
index fb264703e4..846fc66c8b 100644
--- a/pkg/cluster/task/download.go
+++ b/pkg/cluster/task/download.go
@@ -19,6 +19,7 @@ import (
 
 	operator "github.com/pingcap/tiup/pkg/cluster/operation"
 	"github.com/pingcap/tiup/pkg/environment"
+	"github.com/pingcap/tiup/pkg/repository"
 )
 
 // Downloader is used to download the specific version of a component from
@@ -45,7 +46,10 @@ func (d *Downloader) Execute(_ context.Context) error {
 	// If the version is not specified, the last stable one will be used
 	if d.version == "" {
 		env := environment.GlobalEnv()
-		ver, _, err := env.V1Repository().LatestStableVersion(d.component, false)
+		ver, _, err := env.V1Repository().WithOptions(repository.Options{
+			GOOS:   d.os,
+			GOARCH: d.arch,
+		}).LatestStableVersion(d.component, false)
 		if err != nil {
 			return err
 		}
diff --git a/pkg/repository/v1_repository.go b/pkg/repository/v1_repository.go
index f0661e84e7..f7efa9d62c 100644
--- a/pkg/repository/v1_repository.go
+++ b/pkg/repository/v1_repository.go
@@ -86,6 +86,11 @@ func NewV1Repo(mirror Mirror, opts Options, local v1manifest.LocalManifests) *V1
 const maxTimeStampSize uint = 1024
 const maxRootSize uint = 1024 * 1024
 
+// WithOptions clone a new V1Repository with given options
+func (r *V1Repository) WithOptions(opts Options) *V1Repository {
+	return NewV1Repo(r.Mirror(), opts, r.Local())
+}
+
 // Mirror returns Mirror
 func (r *V1Repository) Mirror() Mirror {
 	return r.mirror