diff --git a/internal/client/github.go b/internal/client/github.go
index d426f0e2fc0..75ee05b4c55 100644
--- a/internal/client/github.go
+++ b/internal/client/github.go
@@ -221,13 +221,27 @@ func (c *githubClient) CreateRelease(ctx *context.Context, body string) (string,
 		data.DiscussionCategoryName = github.String(ctx.Config.Release.DiscussionCategoryName)
 	}
 
-	release, _, err = c.client.Repositories.GetReleaseByTag(
-		ctx,
-		ctx.Config.Release.GitHub.Owner,
-		ctx.Config.Release.GitHub.Name,
-		data.GetTagName(),
-	)
-	if err != nil {
+	if *data.Draft {
+		release, err = c.getExistedDraftRelease(ctx, data)
+		if err != nil {
+			return "", err
+		}
+		if release != nil {
+			err = c.deleteExistedDraftReleaseAssets(ctx, release.GetID())
+			if err != nil {
+				return "", err
+			}
+		}
+	} else {
+		release, _, _ = c.client.Repositories.GetReleaseByTag(
+			ctx,
+			ctx.Config.Release.GitHub.Owner,
+			ctx.Config.Release.GitHub.Name,
+			data.GetTagName(),
+		)
+	}
+
+	if release == nil {
 		release, _, err = c.client.Repositories.CreateRelease(
 			ctx,
 			ctx.Config.Release.GitHub.Owner,
@@ -357,3 +371,58 @@ func overrideGitHubClientAPI(ctx *context.Context, client *github.Client) error
 
 	return nil
 }
+
+func (c *githubClient) getExistedDraftRelease(ctx *context.Context, release *github.RepositoryRelease) (*github.RepositoryRelease, error) {
+	opt := github.ListOptions{PerPage: 50}
+	for {
+		releases, resp, err := c.client.Repositories.ListReleases(
+			ctx,
+			ctx.Config.Release.GitHub.Owner,
+			ctx.Config.Release.GitHub.Name,
+			&opt,
+		)
+		if err != nil {
+			return nil, err
+		}
+		for _, r := range releases {
+			if *r.Draft && *r.Name == *release.Name {
+				return r, nil
+			}
+		}
+		if resp.NextPage == 0 {
+			return nil, nil
+		}
+		opt.Page = resp.NextPage
+	}
+}
+
+func (c *githubClient) deleteExistedDraftReleaseAssets(ctx *context.Context, releaseID int64) error {
+	opt := github.ListOptions{PerPage: 50}
+	for {
+		assets, resp, err := c.client.Repositories.ListReleaseAssets(
+			ctx,
+			ctx.Config.Release.GitHub.Owner,
+			ctx.Config.Release.GitHub.Name,
+			releaseID,
+			&opt,
+		)
+		if err != nil {
+			return err
+		}
+		for _, a := range assets {
+			_, err := c.client.Repositories.DeleteReleaseAsset(
+				ctx,
+				ctx.Config.Release.GitHub.Owner,
+				ctx.Config.Release.GitHub.Name,
+				a.GetID(),
+			)
+			if err != nil {
+				return err
+			}
+		}
+		if resp.NextPage == 0 {
+			return nil
+		}
+		opt.Page = resp.NextPage
+	}
+}