diff --git a/extensions/deepinfra/provider-models.ts b/extensions/deepinfra/provider-models.ts
index 817f22b848c..15fa4f81894 100644
--- a/extensions/deepinfra/provider-models.ts
+++ b/extensions/deepinfra/provider-models.ts
@@ -1,10 +1,17 @@
+import { buildManifestModelProviderConfig } from "openclaw/plugin-sdk/provider-catalog-shared";
 import { fetchWithTimeout } from "openclaw/plugin-sdk/provider-http";
 import type { ModelDefinitionConfig } from "openclaw/plugin-sdk/provider-model-shared";
 import { createSubsystemLogger } from "openclaw/plugin-sdk/runtime-env";
+import manifest from "./openclaw.plugin.json" with { type: "json" };
 
 const log = createSubsystemLogger("deepinfra-models");
 
-export const DEEPINFRA_BASE_URL = "https://api.deepinfra.com/v1/openai";
+const DEEPINFRA_MANIFEST_PROVIDER = buildManifestModelProviderConfig({
+  providerId: "deepinfra",
+  catalog: manifest.modelCatalog.providers.deepinfra,
+});
+
+export const DEEPINFRA_BASE_URL = DEEPINFRA_MANIFEST_PROVIDER.baseUrl;
 export const DEEPINFRA_MODELS_URL = `${DEEPINFRA_BASE_URL}/models?sort_by=openclaw&filter=with_meta`;
 
 export const DEEPINFRA_DEFAULT_MODEL_ID = "deepseek-ai/DeepSeek-V3.2";
@@ -13,71 +20,7 @@ export const DEEPINFRA_DEFAULT_MODEL_REF = `deepinfra/${DEEPINFRA_DEFAULT_MODEL_
 const DEEPINFRA_DEFAULT_CONTEXT_WINDOW = 128000;
 const DEEPINFRA_DEFAULT_MAX_TOKENS = 8192;
 
-export const DEEPINFRA_MODEL_CATALOG: ModelDefinitionConfig[] = [
-  {
-    id: "deepseek-ai/DeepSeek-V3.2",
-    name: "DeepSeek V3.2",
-    reasoning: false,
-    input: ["text"],
-    contextWindow: 163840,
-    maxTokens: 163840,
-    cost: { input: 0.26, output: 0.38, cacheRead: 0.13, cacheWrite: 0 },
-  },
-  {
-    id: "zai-org/GLM-5.1",
-    name: "GLM-5.1",
-    reasoning: true,
-    input: ["text"],
-    contextWindow: 202752,
-    maxTokens: 202752,
-    cost: { input: 1.05, output: 3.5, cacheRead: 0.205000005, cacheWrite: 0 },
-  },
-  {
-    id: "stepfun-ai/Step-3.5-Flash",
-    name: "Step 3.5 Flash",
-    reasoning: false,
-    input: ["text"],
-    contextWindow: 262144,
-    maxTokens: 262144,
-    cost: { input: 0.1, output: 0.3, cacheRead: 0.02, cacheWrite: 0 },
-  },
-  {
-    id: "MiniMaxAI/MiniMax-M2.5",
-    name: "MiniMax M2.5",
-    reasoning: true,
-    input: ["text"],
-    contextWindow: 196608,
-    maxTokens: 196608,
-    cost: { input: 0.15, output: 1.15, cacheRead: 0.03, cacheWrite: 0 },
-  },
-  {
-    id: "moonshotai/Kimi-K2.5",
-    name: "Kimi K2.5",
-    reasoning: true,
-    input: ["text", "image"],
-    contextWindow: 262144,
-    maxTokens: 262144,
-    cost: { input: 0.45, output: 2.25, cacheRead: 0.070000002, cacheWrite: 0 },
-  },
-  {
-    id: "nvidia/NVIDIA-Nemotron-3-Super-120B-A12B",
-    name: "NVIDIA Nemotron 3 Super 120B A12B",
-    reasoning: true,
-    input: ["text"],
-    contextWindow: 262144,
-    maxTokens: 262144,
-    cost: { input: 0.1, output: 0.5, cacheRead: 0, cacheWrite: 0 },
-  },
-  {
-    id: "meta-llama/Llama-3.3-70B-Instruct-Turbo",
-    name: "Llama 3.3 70B Instruct Turbo",
-    reasoning: false,
-    input: ["text"],
-    contextWindow: 131072,
-    maxTokens: 131072,
-    cost: { input: 0.1, output: 0.32, cacheRead: 0, cacheWrite: 0 },
-  },
-];
+export const DEEPINFRA_MODEL_CATALOG: ModelDefinitionConfig[] = DEEPINFRA_MANIFEST_PROVIDER.models;
 
 const DISCOVERY_TIMEOUT_MS = 5000;
 const DISCOVERY_CACHE_TTL_MS = 5 * 60 * 1000;