diff --git a/cmd/docker/docker.go b/cmd/docker/docker.go
index 92dfce8cdd2c..9ce3b53e5bbb 100644
--- a/cmd/docker/docker.go
+++ b/cmd/docker/docker.go
@@ -580,6 +580,15 @@ func runDocker(ctx context.Context, dockerCli *command.DockerCli) error {
 			}
 			// Other missing or invalid plugins fall through to cmd.ExecuteContext(),
 			// which reports the standard unknown-command error.
+			//
+			// Cobra handles "--version" before it checks for unknown commands,
+			// so unset it to make "docker nonexistent --version" fail instead
+			// of printing the version. A global "--version" flag (as in
+			// "docker --version nonexistent") was already parsed, and still
+			// prints the version.
+			if !cmd.Flags().Changed("version") {
+				cmd.Version = ""
+			}
 		}
 	}
 
diff --git a/e2e/cli-plugins/run_test.go b/e2e/cli-plugins/run_test.go
index db3628802fc3..9ef9545dc5ea 100644
--- a/e2e/cli-plugins/run_test.go
+++ b/e2e/cli-plugins/run_test.go
@@ -62,6 +62,22 @@ func TestNonexistingHelp(t *testing.T) {
 	})
 }
 
+// TestNonexistingVersion ensures correct behaviour when invoking a
+// nonexistent plugin with `--version`.
+func TestNonexistingVersion(t *testing.T) {
+	run, _, cleanup := prepare(t)
+	defer cleanup()
+
+	for _, flag := range []string{"--version", "-v"} {
+		res := icmd.RunCmd(run("nonexistent", flag))
+		res.Assert(t, icmd.Expected{
+			ExitCode: 1,
+			Out:      icmd.None,
+		})
+		golden.Assert(t, res.Stderr(), "docker-nonexistent-err.golden")
+	}
+}
+
 // TestRunBad ensures correct behaviour when running an existent but invalid plugin
 func TestRunBad(t *testing.T) {
 	run, _, cleanup := prepare(t)