diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2dd42d4601d..1eb5fd711a5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -68,6 +68,7 @@ Docs: https://docs.openclaw.ai
 - Agents/fallback: recognize Poe `402 You've used up your points!` billing errors so configured model fallbacks trigger instead of surfacing the raw provider error. (#42278) Thanks @CryUshio.
 - Telegram/outbound HTML sends: chunk long HTML-mode messages, preserve plain-text fallback and silent-delivery params across retries, and cut over to plain text when HTML chunk planning cannot safely preserve the full message. (#42240) thanks @obviyus.
 - Agents/embedded overload logs: include the failing model and provider in error-path console output, with lifecycle regression coverage for the rendered and sanitized `consoleMessage`. (#41236) thanks @jiarung.
+- Agents/failover: treat Gemini `MALFORMED_RESPONSE` stop reasons as retryable timeouts so preview-model enum drift falls back cleanly instead of crashing the run, without also reclassifying malformed function-call errors. (#42292) Thanks @jnMetaCode.
 
 ## 2026.3.8
 
diff --git a/src/agents/pi-embedded-helpers.isbillingerrormessage.test.ts b/src/agents/pi-embedded-helpers.isbillingerrormessage.test.ts
index 37d0f4d80c6..608483b99bf 100644
--- a/src/agents/pi-embedded-helpers.isbillingerrormessage.test.ts
+++ b/src/agents/pi-embedded-helpers.isbillingerrormessage.test.ts
@@ -506,7 +506,6 @@ describe("isFailoverErrorMessage", () => {
     const samples = [
       "Unhandled stop reason: MALFORMED_RESPONSE",
       "Unhandled stop reason: malformed_response",
-      "Unhandled stop reason: MALFORMED_FUNCTION_CALL",
       "stop reason: MALFORMED_RESPONSE",
     ];
     for (const sample of samples) {
@@ -515,6 +514,13 @@ describe("isFailoverErrorMessage", () => {
       expect(isFailoverErrorMessage(sample)).toBe(true);
     }
   });
+
+  it("does not classify MALFORMED_FUNCTION_CALL as timeout", () => {
+    const sample = "Unhandled stop reason: MALFORMED_FUNCTION_CALL";
+    expect(isTimeoutErrorMessage(sample)).toBe(false);
+    expect(classifyFailoverReason(sample)).toBe(null);
+    expect(isFailoverErrorMessage(sample)).toBe(false);
+  });
 });
 
 describe("parseImageSizeError", () => {
diff --git a/src/agents/pi-embedded-helpers/failover-matches.ts b/src/agents/pi-embedded-helpers/failover-matches.ts
index b61eb4c79b2..a7948703f39 100644
--- a/src/agents/pi-embedded-helpers/failover-matches.ts
+++ b/src/agents/pi-embedded-helpers/failover-matches.ts
@@ -40,9 +40,9 @@ const ERROR_PATTERNS = {
     /\benotfound\b/i,
     /\beai_again\b/i,
     /without sending (?:any )?chunks?/i,
-    /\bstop reason:\s*(?:abort|error|malformed_\w+)\b/i,
-    /\breason:\s*(?:abort|error|malformed_\w+)\b/i,
-    /\bunhandled stop reason:\s*(?:abort|error|malformed_\w+)\b/i,
+    /\bstop reason:\s*(?:abort|error|malformed_response)\b/i,
+    /\breason:\s*(?:abort|error|malformed_response)\b/i,
+    /\bunhandled stop reason:\s*(?:abort|error|malformed_response)\b/i,
   ],
   billing: [
     /["']?(?:status|code)["']?\s*[:=]\s*402\b|\bhttp\s*402\b|\berror(?:\s+code)?\s*[:=]?\s*402\b|\b(?:got|returned|received)\s+(?:a\s+)?402\b|^\s*402\s+payment/i,