diff --git a/src/delegation/headless-executor.ts b/src/delegation/headless-executor.ts
index b282936a..1a8be770 100644
--- a/src/delegation/headless-executor.ts
+++ b/src/delegation/headless-executor.ts
@@ -14,7 +14,7 @@ import { ui, warn, info } from '../utils/ui';
 import { type ExecutionOptions, type ExecutionResult, type StreamMessage } from './executor/types';
 import { StreamBuffer, formatToolVerbose } from './executor/stream-parser';
 import { buildExecutionResult } from './executor/result-aggregator';
-import { getCcsDir } from '../utils/config-manager';
+import { getCcsDir, getModelDisplayName } from '../utils/config-manager';
 
 // Re-export types for consumers
 export type { ExecutionOptions, ExecutionResult, StreamMessage } from './executor/types';
@@ -196,8 +196,7 @@ export class HeadlessExecutor {
       const streamBuffer = new StreamBuffer();
 
       if (showProgress) {
-        const modelName =
-          profile === 'glm' ? 'GLM-4.6' : profile === 'kimi' ? 'Kimi' : profile.toUpperCase();
+        const modelName = getModelDisplayName(profile);
         console.error(ui.info(`Delegating to ${modelName}...`));
       }
 
diff --git a/src/delegation/result-formatter.ts b/src/delegation/result-formatter.ts
index 4eae4f9f..abe32638 100644
--- a/src/delegation/result-formatter.ts
+++ b/src/delegation/result-formatter.ts
@@ -9,6 +9,7 @@ import * as path from 'path';
 import { execSync } from 'child_process';
 import * as fs from 'fs';
 import { ui } from '../utils/ui';
+import { getModelDisplayName } from '../utils/config-manager';
 import type { ExecutionResult, ExecutionError, PermissionDenial } from './executor/types';
 
 // Alias for backward compatibility
@@ -58,7 +59,7 @@ class ResultFormatter {
     let output = '';
 
     // Header box
-    const modelName = this.getModelDisplayName(profile);
+    const modelName = getModelDisplayName(profile);
     const headerIcon = success ? '[i]' : '[X]';
     output += ui.box(`${headerIcon} Delegated to ${modelName} (ccs:${profile})`, {
       borderStyle: 'round',
@@ -225,7 +226,7 @@ class ResultFormatter {
    */
   private static formatInfoTable(result: ExecutionResult): string {
     const { cwd, profile, duration, exitCode, sessionId, totalCost, numTurns } = result;
-    const modelName = this.getModelDisplayName(profile);
+    const modelName = getModelDisplayName(profile);
     const durationSec = (duration / 1000).toFixed(1);
 
     const rows: string[][] = [
@@ -253,20 +254,6 @@ class ResultFormatter {
     });
   }
 
-  /**
-   * Get display name for model profile
-   */
-  private static getModelDisplayName(profile: string): string {
-    const displayNames: Record<string, string> = {
-      glm: 'GLM-4.6',
-      glmt: 'GLM-4.6 (Thinking)',
-      kimi: 'Kimi',
-      default: 'Claude',
-    };
-
-    return displayNames[profile] || profile.toUpperCase();
-  }
-
   /**
    * Truncate string to max length
    */
@@ -283,7 +270,7 @@ class ResultFormatter {
   static async formatMinimal(result: ExecutionResult): Promise<string> {
     await ui.init();
     const { profile, success, duration } = result;
-    const modelName = this.getModelDisplayName(profile);
+    const modelName = getModelDisplayName(profile);
     const icon = success ? ui.ok('') : ui.fail('');
     const durationSec = (duration / 1000).toFixed(1);
 
@@ -326,7 +313,7 @@ class ResultFormatter {
     await ui.init();
 
     const { profile, duration, sessionId, totalCost, permissionDenials } = result;
-    const modelName = this.getModelDisplayName(profile);
+    const modelName = getModelDisplayName(profile);
     const timeoutMin = (duration / 60000).toFixed(1);
 
     let output = '';
diff --git a/src/utils/config-manager.ts b/src/utils/config-manager.ts
index e1169137..adb8bf01 100644
--- a/src/utils/config-manager.ts
+++ b/src/utils/config-manager.ts
@@ -246,3 +246,37 @@ export function getSettingsPath(profile: string): string {
 
   return expandedPath;
 }
+
+/**
+ * Get display name for a profile by reading ANTHROPIC_MODEL from settings
+ * @param profile - Profile name (glm, glmt, kimi, custom, etc.)
+ * @returns Formatted display name (e.g., 'GLM-4.7', 'Kimi', 'Custom-Model')
+ */
+export function getModelDisplayName(profile: string): string {
+  if (!profile) {
+    return '';
+  }
+
+  const settingsPath = path.join(getCcsDir(), `${profile}.settings.json`);
+
+  try {
+    if (fs.existsSync(settingsPath)) {
+      const content = fs.readFileSync(settingsPath, 'utf8');
+      const settings = JSON.parse(content) as { env?: { ANTHROPIC_MODEL?: string } };
+      const model = settings.env?.ANTHROPIC_MODEL;
+
+      if (model) {
+        // Format: 'glm-4.7' -> 'GLM-4.7' (uppercase letters, preserve numbers)
+        return model
+          .split('-')
+          .map((part) => part.toUpperCase())
+          .join('-');
+      }
+    }
+  } catch {
+    // Fall through to default
+  }
+
+  // Fallback: profile name uppercase
+  return profile.toUpperCase();
+}
diff --git a/tests/unit/delegation/result-formatter.test.js b/tests/unit/delegation/result-formatter.test.js
index 48e2c449..c791f15b 100644
--- a/tests/unit/delegation/result-formatter.test.js
+++ b/tests/unit/delegation/result-formatter.test.js
@@ -16,7 +16,7 @@ describe('ResultFormatter', () => {
 
       const formatted = await ResultFormatter.format(result);
 
-      assert.ok(formatted.includes('Delegated to GLM-4.6'));
+      assert.ok(formatted.toLowerCase().includes('delegated to glm'));
       assert.ok(formatted.includes('ccs:glm'));
       assert.ok(formatted.includes('/home/user/project'));
       assert.ok(formatted.includes('2.3s'));
@@ -179,11 +179,13 @@ describe('ResultFormatter', () => {
       };
 
       const glmFormatted = await ResultFormatter.format(glmResult);
-      assert.ok(glmFormatted.includes('GLM-4.6'));
+      // Model display reads from settings or falls back to profile uppercase
+      // Use case-insensitive check since format may vary (GLM, Glm-4.7, etc.)
+      assert.ok(glmFormatted.toLowerCase().includes('glm'));
 
       const kimiResult = { ...glmResult, profile: 'kimi' };
       const kimiFormatted = await ResultFormatter.format(kimiResult);
-      assert.ok(kimiFormatted.includes('Kimi'));
+      assert.ok(kimiFormatted.toLowerCase().includes('kimi'));
     });
   });
 
@@ -220,7 +222,8 @@ describe('ResultFormatter', () => {
       const minimal = await ResultFormatter.formatMinimal(result);
 
       assert.ok(minimal.includes('[OK]'));
-      assert.ok(minimal.includes('GLM-4.6'));
+      // Model display reads from settings or falls back to profile uppercase
+      assert.ok(minimal.toLowerCase().includes('glm'));
       assert.ok(minimal.includes('1.5s'));
       assert.ok(minimal.split('\n').length <= 3);
     });