diff --git a/backend/crates/gateway-host/src/proxy_probe.rs b/backend/crates/gateway-host/src/proxy_probe.rs
index 71c355bd9..57c6bc941 100644
--- a/backend/crates/gateway-host/src/proxy_probe.rs
+++ b/backend/crates/gateway-host/src/proxy_probe.rs
@@ -125,6 +125,17 @@ impl HttpProxyProbe {
 }
 
 impl HttpProxyProbe {
+    async fn timed_exit_ip_at(
+        &self,
+        proxy: Option<&OutboundProxy>,
+        endpoint: &str,
+    ) -> (Result<IpAddr, &'static str>, u64) {
+        let started = Instant::now();
+        let result = self.exit_ip_at(proxy, endpoint).await;
+        let latency_ms = u64::try_from(started.elapsed().as_millis()).unwrap_or(u64::MAX);
+        (result, latency_ms)
+    }
+
     async fn test_connection(&self, proxy: Option<&OutboundProxy>) -> ProxyTestResult {
         let started = Instant::now();
         let timeout_limit = Duration::from_secs(15);
@@ -169,15 +180,15 @@ impl HttpProxyProbe {
             } => {
                 let probe_dual = async {
                     tokio::join!(
-                        self.exit_ip_at(proxy, ipv4_endpoint),
-                        self.exit_ip_at(proxy, ipv6_endpoint),
+                        self.timed_exit_ip_at(proxy, ipv4_endpoint),
+                        self.timed_exit_ip_at(proxy, ipv6_endpoint),
                     )
                 };
                 let result = tokio::time::timeout(timeout_limit, probe_dual).await;
                 let latency_ms = u64::try_from(started.elapsed().as_millis()).unwrap_or(u64::MAX);
 
                 match result {
-                    Ok((res_v4, res_v6)) => {
+                    Ok(((res_v4, latency_v4), (res_v6, latency_v6))) => {
                         let exit_ipv4: Option<Ipv4Addr> = match res_v4 {
                             Ok(IpAddr::V4(v4)) => Some(v4),
                             _ => None,
@@ -186,6 +197,14 @@ impl HttpProxyProbe {
                             Ok(IpAddr::V6(v6)) => Some(v6),
                             _ => None,
                         };
+                        // 延迟对应首选的可用出口，另一地址族失败等待不代表该出口延迟
+                        let latency_ms = if exit_ipv4.is_some() {
+                            latency_v4
+                        } else if exit_ipv6.is_some() {
+                            latency_v6
+                        } else {
+                            latency_ms
+                        };
 
                         if exit_ipv4.is_some() && exit_ipv6.is_some() {
                             ProxyTestResult {
diff --git a/backend/crates/gateway-host/tests/proxy_probe.rs b/backend/crates/gateway-host/tests/proxy_probe.rs
index 495da13d4..4bf209782 100644
--- a/backend/crates/gateway-host/tests/proxy_probe.rs
+++ b/backend/crates/gateway-host/tests/proxy_probe.rs
@@ -155,6 +155,39 @@ async fn dual_stack_proxy_probe_reports_single_stack_when_only_one_succeeds() {
     assert!(result.message.contains("仅 IPv4"));
 }
 
+#[tokio::test]
+async fn dual_stack_latency_measures_the_selected_exit_without_the_other_family_wait() {
+    use std::time::{Duration, Instant};
+
+    for working_family in ["v4", "v6"] {
+        let server = MockServer::start().await;
+        for (family, ip) in [("v4", "203.0.113.8"), ("v6", "2001:db8::8")] {
+            let response = if family == working_family {
+                ResponseTemplate::new(200).set_body_json(json!({"ip": ip}))
+            } else {
+                ResponseTemplate::new(503).set_delay(Duration::from_millis(500))
+            };
+            Mock::given(path(format!("/{family}")))
+                .respond_with(response)
+                .expect(1)
+                .mount(&server)
+                .await;
+        }
+        let started = Instant::now();
+        let result = HttpProxyProbe::new_dual(
+            format!("{}/v4", server.uri()),
+            format!("{}/v6", server.uri()),
+        )
+        .test(None, false)
+        .await;
+        assert!(result.success);
+        assert_eq!(result.exit_ipv4.is_some(), working_family == "v4");
+        assert_eq!(result.exit_ipv6.is_some(), working_family == "v6");
+        assert!(started.elapsed() >= Duration::from_millis(500));
+        assert!(u128::from(result.latency_ms) + 400 < started.elapsed().as_millis());
+    }
+}
+
 fn location_response(ip: &str, timezone: &str) -> serde_json::Value {
     json!({"success": true, "ip": ip, "country_code": "JP", "region": "Tokyo", "city": "Tokyo", "timezone": {"id": timezone}})
 }
diff --git a/docs/architecture.md b/docs/architecture.md
index 6ff4b6078..5abda7dae 100644
--- a/docs/architecture.md
+++ b/docs/architecture.md
@@ -589,6 +589,8 @@ client，OIDC 的 JWKS 缓存与单飞归属对应出口状态。自动刷新提
 
 代理独立保存和测试，通过 `outboundProxyId` 绑定账号；账号保留解析后的 URL 供 Provider 使用。
 出口测试结果属于诊断信息，不作为选择、授权或导入绑定的准入条件。
+双栈出口并发检测，延迟对应首选可用出口的 HTTP 探测耗时（IPv4 优先），不包含另一地址族失败的等待；
+检测仍等待两个地址族完成或超时，以保留双栈可用性结果。两者均失败时，延迟为整体检测耗时。
 代理启停由代理记录独立持有；关闭时保留绑定、连接配置和位置规则，账号执行投影改为直连，
 不使用该代理的位置覆盖，重新启用后恢复原出口。
 连接配置改变时在同一事务内同步关联账号并清除旧测试结果。