diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7fdf6bd79ef..b5c55cca63c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -606,7 +606,7 @@ Docs: https://docs.openclaw.ai
 
 - CLI/Gateway: wait for one-shot gateway RPC clients to finish WebSocket teardown before the CLI process exits, reducing hangs where commands like `openclaw status` or `openclaw version` could finish their work but stay alive until an external timeout killed them (#70691). Thanks @Takhoffman.
 - Thinking defaults/status: raise the implicit default thinking level for reasoning-capable models from legacy `off`/`low` fallback behavior to a safe provider-supported `medium` equivalent when no explicit config default is set, preserve configured-model reasoning metadata when runtime catalog loading is empty, and make `/status` report the same resolved default as runtime (#70601). Thanks @Takhoffman.
-- Gateway/model pricing: fetch OpenRouter and LiteLLM pricing asynchronously at startup and extend catalog fetch timeouts to 30 seconds, reducing noisy timeout warnings during slow upstream responses.
+- Gateway/model pricing: extend OpenRouter and LiteLLM catalog fetch timeouts to 60 seconds, reducing noisy timeout warnings during slow upstream responses. Thanks @steipete.
 - Agents/failover: classify bare undici transport failures (`terminated`, `UND_ERR_SOCKET`, `UND_ERR_CONNECT_TIMEOUT`, body/header timeouts, aborted streams) and pi-ai's openai-codex `Request failed` sentinel as `timeout`, so Cloudflare 502s with empty bodies and mid-response socket resets actually enter the configured fallback chain instead of surfacing as unclassified errors. Fixes #69368. (#69677) Thanks @sk7n4k3d.
 - Providers/Anthropic Vertex: restore ADC-backed model discovery after the lightweight provider-discovery path by resolving emitted discovery entries, exposing synthetic auth on bootstrap discovery, and honoring copied env snapshots when probing the default GCP ADC path. Fixes #65715. (#65716) Thanks @feiskyer.
 - Plugins/install: add newly installed plugin ids to an existing `plugins.allow` list before enabling them, so allowlisted configs load installed plugins after restart.
diff --git a/src/gateway/model-pricing-cache.test.ts b/src/gateway/model-pricing-cache.test.ts
index bfdfc6713d4..9f04e2fdbfe 100644
--- a/src/gateway/model-pricing-cache.test.ts
+++ b/src/gateway/model-pricing-cache.test.ts
@@ -583,10 +583,10 @@ describe("model-pricing-cache", () => {
     expect(warnings).toEqual(
       expect.arrayContaining([
         expect.stringContaining(
-          "OpenRouter pricing fetch failed (timeout 30s): TimeoutError: The operation was aborted due to timeout",
+          "OpenRouter pricing fetch failed (timeout 60s): TimeoutError: The operation was aborted due to timeout",
         ),
         expect.stringContaining(
-          "LiteLLM pricing fetch failed (timeout 30s): TimeoutError: The operation was aborted due to timeout",
+          "LiteLLM pricing fetch failed (timeout 60s): TimeoutError: The operation was aborted due to timeout",
         ),
       ]),
     );
diff --git a/src/gateway/model-pricing-cache.ts b/src/gateway/model-pricing-cache.ts
index c3712ff8b11..afa42a689e7 100644
--- a/src/gateway/model-pricing-cache.ts
+++ b/src/gateway/model-pricing-cache.ts
@@ -40,7 +40,7 @@ const OPENROUTER_MODELS_URL = "https://openrouter.ai/api/v1/models";
 const LITELLM_PRICING_URL =
   "https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json";
 const CACHE_TTL_MS = 24 * 60 * 60_000;
-const FETCH_TIMEOUT_MS = 30_000;
+const FETCH_TIMEOUT_MS = 60_000;
 const MAX_PRICING_CATALOG_BYTES = 5 * 1024 * 1024;
 const PROVIDER_ALIAS_TO_OPENROUTER: Record<string, string> = {
   "google-gemini-cli": "google",