diff --git a/tests/test_downloads_tab_workflow_route.mjs b/tests/test_downloads_tab_workflow_route.mjs
index 5ac2dfb..9cf9c43 100644
--- a/tests/test_downloads_tab_workflow_route.mjs
+++ b/tests/test_downloads_tab_workflow_route.mjs
@@ -3045,6 +3045,29 @@ test('model info hash readers preserve field precedence and casing', () => {
   assert.equal(getSourceModelDisplayHash({}), '');
 });
 
+test('model info metadata source labels match the shared source label contract', () => {
+  const getInfoMetadataSourceLabel = eval(`(${extractMethod(modelInfoMethodsSource, 'getInfoMetadataSourceLabel')})`);
+  const dialog = {
+    sourceKey: 'metadata',
+    getInfoMetadataSourceKey() {
+      return this.sourceKey;
+    },
+  };
+
+  const expectedLabels = new Map([
+    ['huggingface', 'HuggingFace'],
+    ['civarchive', 'CivArchive'],
+    ['civitai', 'CivitAI'],
+    ['lora_manager_archive', 'LoRA Archive'],
+    ['metadata', 'metadata source'],
+  ]);
+
+  for (const [sourceKey, expectedLabel] of expectedLabels) {
+    dialog.sourceKey = sourceKey;
+    assert.equal(getInfoMetadataSourceLabel.call(dialog), expectedLabel);
+  }
+});
+
 test('workflow signature tracks model strength for bypass and custom LoRA loaders', () => {
   const getWorkflowSignatureData = eval(`(${extractMethod(workflowStateMethodsSource, 'getWorkflowSignatureData')})`);
   const dialog = { capabilities: { node_rules: {} } };
diff --git a/web/resolver/views/model_info_methods.js b/web/resolver/views/model_info_methods.js
index a0b98a5..a752fc4 100644
--- a/web/resolver/views/model_info_methods.js
+++ b/web/resolver/views/model_info_methods.js
@@ -4,6 +4,7 @@ import { escapeHtml, escapeJsString, getFilenameFromPath, sanitizeDescriptionHtm
 import { getModelCardUrl } from "../utils/url_utils.js";
 import { extractComfyWorkflow } from "../utils/workflow_metadata.js";
 import { getSha256Field, normalizeSha256 } from "../utils/hash_utils.js";
+import { getSourceDisplayLabel } from "../utils/source_labels.js";
 import { getCivitaiModelUrl } from "../globals.js";
 export const modelInfoMethods = {
     escapeHtml,
@@ -1874,11 +1875,7 @@ export const modelInfoMethods = {
 
     getInfoMetadataSourceLabel(data = {}) {
         const key = this.getInfoMetadataSourceKey(data);
-        if (key === 'huggingface') return 'HuggingFace';
-        if (key === 'civarchive') return 'CivArchive';
-        if (key === 'civitai') return 'CivitAI';
-        if (key === 'lora_manager_archive') return 'LoRA Archive';
-        return 'metadata source';
+        return getSourceDisplayLabel(key, { fallback: 'metadata source' });
     },
 
     getInfoMetadataSourceIcon(data = {}) {