diff --git a/scripts/e2e/parallels/linux-smoke.ts b/scripts/e2e/parallels/linux-smoke.ts
index 9dad0f402b1..0f49e6e8aad 100755
--- a/scripts/e2e/parallels/linux-smoke.ts
+++ b/scripts/e2e/parallels/linux-smoke.ts
@@ -13,11 +13,11 @@ import {
   parseMode,
   parseProvider,
   providerIdFromModelId,
+  providerTimeoutConfigJson,
   repoRoot,
   resolveHostIp,
   resolveHostPort,
   resolveLatestVersion,
-  resolveParallelsModelTimeoutSeconds,
   resolveProviderAuth,
   resolveSnapshot,
   run,
@@ -690,14 +690,17 @@ rm -rf /root/.openclaw/test-bad-plugin`);
   private verifyLocalTurn(): void {
     this.guestExec(["openclaw", "models", "set", this.auth.modelId]);
     const providerId = providerIdFromModelId(this.auth.modelId) || this.options.provider;
-    this.guestExec([
-      "openclaw",
-      "config",
-      "set",
-      `models.providers.${providerId}.timeoutSeconds`,
-      String(resolveParallelsModelTimeoutSeconds("linux")),
-      "--strict-json",
-    ]);
+    const providerTimeoutConfig = providerTimeoutConfigJson(this.auth.modelId, "linux");
+    if (providerTimeoutConfig) {
+      this.guestExec([
+        "openclaw",
+        "config",
+        "set",
+        `models.providers.${providerId}`,
+        providerTimeoutConfig,
+        "--strict-json",
+      ]);
+    }
     this.guestExec([
       "openclaw",
       "config",
diff --git a/scripts/e2e/parallels/macos-smoke.ts b/scripts/e2e/parallels/macos-smoke.ts
index cadc880dcf4..c8fde3e4605 100755
--- a/scripts/e2e/parallels/macos-smoke.ts
+++ b/scripts/e2e/parallels/macos-smoke.ts
@@ -12,10 +12,10 @@ import {
   parseMode,
   parseProvider,
   providerIdFromModelId,
+  providerTimeoutConfigJson,
   resolveHostIp,
   resolveHostPort,
   resolveLatestVersion,
-  resolveParallelsModelTimeoutSeconds,
   resolveProviderAuth,
   resolveSnapshot,
   run,
@@ -974,15 +974,18 @@ exit 1`);
   private verifyTurn(): void {
     this.guestExec([guestNode, guestOpenClawEntry, "models", "set", this.auth.modelId]);
     const providerId = providerIdFromModelId(this.auth.modelId) || this.options.provider;
-    this.guestExec([
-      guestNode,
-      guestOpenClawEntry,
-      "config",
-      "set",
-      `models.providers.${providerId}.timeoutSeconds`,
-      String(resolveParallelsModelTimeoutSeconds("macos")),
-      "--strict-json",
-    ]);
+    const providerTimeoutConfig = providerTimeoutConfigJson(this.auth.modelId, "macos");
+    if (providerTimeoutConfig) {
+      this.guestExec([
+        guestNode,
+        guestOpenClawEntry,
+        "config",
+        "set",
+        `models.providers.${providerId}`,
+        providerTimeoutConfig,
+        "--strict-json",
+      ]);
+    }
     this.guestExec([
       guestNode,
       guestOpenClawEntry,
diff --git a/scripts/e2e/parallels/npm-update-scripts.ts b/scripts/e2e/parallels/npm-update-scripts.ts
index 666630056d3..6689cd2d2c4 100644
--- a/scripts/e2e/parallels/npm-update-scripts.ts
+++ b/scripts/e2e/parallels/npm-update-scripts.ts
@@ -5,7 +5,7 @@ import {
   windowsModelProviderTimeoutScript,
   windowsOpenClawResolver,
 } from "./powershell.ts";
-import { providerIdFromModelId, resolveParallelsModelTimeoutSeconds } from "./provider-auth.ts";
+import { providerIdFromModelId, providerTimeoutConfigJson } from "./provider-auth.ts";
 import type { Platform, ProviderAuth } from "./types.ts";
 
 export interface NpmUpdateScriptInput {
@@ -20,12 +20,13 @@ function posixModelProviderTimeoutCommand(
   platform: Platform,
 ): string {
   const providerId = providerIdFromModelId(modelId);
-  if (!providerId) {
+  const configJson = providerTimeoutConfigJson(modelId, platform);
+  if (!providerId || !configJson) {
     return "";
   }
-  return `${command} config set ${shellQuote(
-    `models.providers.${providerId}.timeoutSeconds`,
-  )} ${resolveParallelsModelTimeoutSeconds(platform)} --strict-json`;
+  return `${command} config set ${shellQuote(`models.providers.${providerId}`)} ${shellQuote(
+    configJson,
+  )} --strict-json`;
 }
 
 function posixAssertAgentOkScript(command: string, input: NpmUpdateScriptInput, sessionId: string) {
diff --git a/scripts/e2e/parallels/powershell.ts b/scripts/e2e/parallels/powershell.ts
index 0c1f8dfb960..deb8fdd67de 100644
--- a/scripts/e2e/parallels/powershell.ts
+++ b/scripts/e2e/parallels/powershell.ts
@@ -1,4 +1,4 @@
-import { providerIdFromModelId, resolveParallelsModelTimeoutSeconds } from "./provider-auth.ts";
+import { providerIdFromModelId, providerTimeoutConfigJson } from "./provider-auth.ts";
 
 export function psSingleQuote(value: string): string {
   return `'${value.replaceAll("'", "''")}'`;
@@ -16,12 +16,11 @@ export function encodePowerShell(script: string): string {
 
 export function windowsModelProviderTimeoutScript(modelId: string): string {
   const providerId = providerIdFromModelId(modelId);
-  if (!providerId) {
+  const configJson = providerTimeoutConfigJson(modelId, "windows");
+  if (!providerId || !configJson) {
     return "";
   }
-  return `Invoke-OpenClaw config set ${psSingleQuote(
-    `models.providers.${providerId}.timeoutSeconds`,
-  )} ${resolveParallelsModelTimeoutSeconds("windows")} --strict-json
+  return `Invoke-OpenClaw config set ${psSingleQuote(`models.providers.${providerId}`)} ${psSingleQuote(configJson)} --strict-json
 if ($LASTEXITCODE -ne 0) { throw "model provider timeout config set failed" }`;
 }
 
diff --git a/scripts/e2e/parallels/provider-auth.ts b/scripts/e2e/parallels/provider-auth.ts
index 0166e87fb9f..de8509aa184 100644
--- a/scripts/e2e/parallels/provider-auth.ts
+++ b/scripts/e2e/parallels/provider-auth.ts
@@ -86,6 +86,30 @@ export function resolveParallelsModelTimeoutSeconds(platform?: Platform): number
   return Number.isFinite(raw) && raw > 0 ? Math.floor(raw) : 600;
 }
 
+export function providerTimeoutConfigJson(modelId: string, platform: Platform): string {
+  const providerId = providerIdFromModelId(modelId);
+  if (providerId !== "openai") {
+    return "";
+  }
+  const modelName = modelId.slice("openai/".length).trim();
+  if (!modelName) {
+    return "";
+  }
+  return JSON.stringify({
+    api: "openai-responses",
+    baseUrl: "https://api.openai.com/v1",
+    models: [
+      {
+        contextWindow: 1_047_576,
+        id: modelName,
+        maxTokens: 32_768,
+        name: modelName,
+      },
+    ],
+    timeoutSeconds: resolveParallelsModelTimeoutSeconds(platform),
+  });
+}
+
 export function parseProvider(value: string): Provider {
   if (value === "openai" || value === "anthropic" || value === "minimax") {
     return value;
diff --git a/test/scripts/parallels-smoke-model.test.ts b/test/scripts/parallels-smoke-model.test.ts
index d8039347327..9ed25024c84 100644
--- a/test/scripts/parallels-smoke-model.test.ts
+++ b/test/scripts/parallels-smoke-model.test.ts
@@ -321,8 +321,8 @@ console.log(JSON.stringify(result));
       expect(script, scriptPath).toContain("minimal");
       expect(script, scriptPath).toContain("finalAssistant(Raw|Visible)Text");
     }
-    expect(readFileSync(TS_PATHS.macos, "utf8")).toContain("resolveParallelsModelTimeoutSeconds");
-    expect(readFileSync(TS_PATHS.linux, "utf8")).toContain("resolveParallelsModelTimeoutSeconds");
+    expect(readFileSync(TS_PATHS.macos, "utf8")).toContain("providerTimeoutConfigJson");
+    expect(readFileSync(TS_PATHS.linux, "utf8")).toContain("providerTimeoutConfigJson");
     expect(readFileSync(TS_PATHS.windows, "utf8")).toContain("windowsModelProviderTimeoutScript");
 
     const npmUpdateScripts = readFileSync(TS_PATHS.npmUpdateScripts, "utf8");
@@ -479,8 +479,8 @@ console.log(JSON.stringify(result));
     const windows = readFileSync(TS_PATHS.windows, "utf8");
 
     expect(powershell).toContain("windowsOpenClawResolver");
-    expect(powershell).toContain('resolveParallelsModelTimeoutSeconds("windows")');
-    expect(powershell).toContain("models.providers.${providerId}.timeoutSeconds");
+    expect(powershell).toContain("providerTimeoutConfigJson");
+    expect(powershell).toContain("models.providers.${providerId}");
     expect(powershell).toContain("Resolve-OpenClawCommand");
     expect(powershell).toContain("npm\\node_modules\\openclaw\\openclaw.mjs");
     expect(powershell).toContain("$ErrorActionPreference = 'Continue'");