diff --git a/site/e2e/api.ts b/site/e2e/api.ts
index 940dcf11ab..90fe72b1c1 100644
--- a/site/e2e/api.ts
+++ b/site/e2e/api.ts
@@ -1,5 +1,6 @@
 import type { Page } from "@playwright/test";
 import { expect } from "@playwright/test";
+import { formatDuration, intervalToDuration } from "date-fns";
 import * as API from "api/api";
 import type { SerpentOption } from "api/typesGenerated";
 import { coderPort } from "./constants";
@@ -128,6 +129,26 @@ export async function verifyConfigFlagEntries(
     });
 }
 
+export async function verifyConfigFlagDuration(
+  page: Page,
+  config: API.DeploymentConfig,
+  flag: string,
+) {
+  const opt = findConfigOption(config, flag);
+  const configOption = page.locator(
+    `div.options-table .option-${flag} .option-value-string`,
+  );
+  await expect(configOption).toHaveText(
+    formatDuration(
+      // intervalToDuration takes ms, so convert nanoseconds to ms
+      intervalToDuration({
+        start: 0,
+        end: (opt.value as number) / 1e6,
+      }),
+    ),
+  );
+}
+
 export function findConfigOption(
   config: API.DeploymentConfig,
   flag: string,
diff --git a/site/e2e/tests/deployment/network.spec.ts b/site/e2e/tests/deployment/network.spec.ts
new file mode 100644
index 0000000000..ec4d869622
--- /dev/null
+++ b/site/e2e/tests/deployment/network.spec.ts
@@ -0,0 +1,40 @@
+import { test } from "@playwright/test";
+import { getDeploymentConfig } from "api/api";
+import {
+  setupApiCalls,
+  verifyConfigFlagArray,
+  verifyConfigFlagBoolean,
+  verifyConfigFlagDuration,
+  verifyConfigFlagNumber,
+  verifyConfigFlagString,
+} from "../../api";
+
+test("login with OIDC", async ({ page }) => {
+  await setupApiCalls(page);
+  const config = await getDeploymentConfig();
+
+  await page.goto("/deployment/network", { waitUntil: "domcontentloaded" });
+
+  await verifyConfigFlagString(page, config, "access-url");
+  await verifyConfigFlagBoolean(page, config, "block-direct-connections");
+  await verifyConfigFlagBoolean(page, config, "browser-only");
+  await verifyConfigFlagBoolean(page, config, "derp-force-websockets");
+  await verifyConfigFlagBoolean(page, config, "derp-server-enable");
+  await verifyConfigFlagString(page, config, "derp-server-region-code");
+  await verifyConfigFlagString(page, config, "derp-server-region-code");
+  await verifyConfigFlagNumber(page, config, "derp-server-region-id");
+  await verifyConfigFlagString(page, config, "derp-server-region-name");
+  await verifyConfigFlagArray(page, config, "derp-server-stun-addresses");
+  await verifyConfigFlagBoolean(page, config, "disable-password-auth");
+  await verifyConfigFlagBoolean(page, config, "disable-session-expiry-refresh");
+  await verifyConfigFlagDuration(page, config, "max-token-lifetime");
+  await verifyConfigFlagDuration(page, config, "proxy-health-interval");
+  await verifyConfigFlagBoolean(page, config, "redirect-to-access-url");
+  await verifyConfigFlagBoolean(page, config, "secure-auth-cookie");
+  await verifyConfigFlagDuration(page, config, "session-duration");
+  await verifyConfigFlagString(page, config, "tls-address");
+  await verifyConfigFlagBoolean(page, config, "tls-allow-insecure-ciphers");
+  await verifyConfigFlagString(page, config, "tls-client-auth");
+  await verifyConfigFlagBoolean(page, config, "tls-enable");
+  await verifyConfigFlagString(page, config, "tls-min-version");
+});