diff --git a/client/src/network/SocketClient.ts b/client/src/network/SocketClient.ts
index f26a760..779a9d3 100644
--- a/client/src/network/SocketClient.ts
+++ b/client/src/network/SocketClient.ts
@@ -164,6 +164,10 @@ export class SocketClient {
     this.socket.emit('admin-toggle-llm-tracking', { enabled });
   }
 
+  resetLlmStats(): void {
+    this.socket.emit('admin-reset-llm-stats');
+  }
+
   subscribeLogs(): void {
     this.socket.emit('log-subscribe');
   }
diff --git a/client/src/scenes/GameScene.ts b/client/src/scenes/GameScene.ts
index 6383c1d..4eb224e 100644
--- a/client/src/scenes/GameScene.ts
+++ b/client/src/scenes/GameScene.ts
@@ -336,6 +336,9 @@ export class GameScene extends Phaser.Scene {
     this.adminPanel.onToggleLlmTracking = (enabled) => {
       this.client.toggleLlmTracking(enabled);
     };
+    this.adminPanel.onResetLlmStats = () => {
+      this.client.resetLlmStats();
+    };
 
     this.client.onLlmStatsResult = (data) => {
       this.adminPanel.updateLlmStats(data);
diff --git a/client/src/ui/AdminPanel.ts b/client/src/ui/AdminPanel.ts
index fd7d44e..6ff8a09 100644
--- a/client/src/ui/AdminPanel.ts
+++ b/client/src/ui/AdminPanel.ts
@@ -46,6 +46,7 @@ export class AdminPanel {
   onReset: (() => void) | null = null;
   onRequestLlmStats: (() => void) | null = null;
   onToggleLlmTracking: ((enabled: boolean) => void) | null = null;
+  onResetLlmStats: (() => void) | null = null;
   private statsColumn: HTMLDivElement | null = null;
   private trackingToggle: HTMLInputElement | null = null;
 
@@ -263,6 +264,26 @@ export class AdminPanel {
     totalsRow.appendChild(totalsCost);
 
     this.statsColumn.appendChild(totalsRow);
+
+    // Reset Stats button
+    const resetStatsBtn = document.createElement('button');
+    resetStatsBtn.style.cssText = `
+      background: #2a2a4e;
+      border: 1px solid #8878a8;
+      color: #e0d0b0;
+      font-family: 'Press Start 2P', monospace;
+      font-size: 8px;
+      padding: 5px 10px;
+      cursor: pointer;
+      margin-top: 8px;
+      flex-shrink: 0;
+      align-self: center;
+    `;
+    resetStatsBtn.textContent = 'Reset Stats';
+    resetStatsBtn.addEventListener('click', () => {
+      this.onResetLlmStats?.();
+    });
+    this.statsColumn.appendChild(resetStatsBtn);
   }
 
   private buildEditor(constants: TunableConstants): void {
diff --git a/docs/superpowers/specs/2026-03-13-llm-stats-reset-design.md b/docs/superpowers/specs/2026-03-13-llm-stats-reset-design.md
new file mode 100644
index 0000000..8a1326f
--- /dev/null
+++ b/docs/superpowers/specs/2026-03-13-llm-stats-reset-design.md
@@ -0,0 +1,22 @@
+# LLM Stats Reset Button
+
+## Goal
+
+Add a "Reset Stats" button to the Admin panel's LLM tracking column that gives a clean aggregation window without deleting historical data.
+
+## Behavior
+
+1. "Reset Stats" button appears at the bottom of the right column, below the TOTAL row.
+2. Clicking it emits `admin-reset-llm-stats` socket event.
+3. Server stores the current timestamp in the `metadata` table as `llm_stats_reset_after`.
+4. Server's `getAggregatedStats()` adds `WHERE timestamp > ?` using that value.
+5. Server responds with updated (now-empty) stats via existing `admin-llm-stats-result`.
+6. Client renders the refreshed stats as usual.
+
+## Changes
+
+- **`server/src/llm/llmStatsService.ts`** — `getAggregatedStats()` reads reset timestamp from metadata, filters query. New `resetStats()` method to store the timestamp.
+- **`server/src/network/SocketServer.ts`** — Handle `admin-reset-llm-stats` event: call `resetStats()`, respond with fresh stats.
+- **`client/src/ui/AdminPanel.ts`** — Add "Reset Stats" button in `updateLlmStats()`, wire click to new callback.
+- **`client/src/scenes/GameScene.ts`** — Wire the new callback through to SocketClient.
+- **`client/src/network/SocketClient.ts`** — Add `resetLlmStats()` method emitting the event.
diff --git a/server/src/llm/llmStatsService.ts b/server/src/llm/llmStatsService.ts
index a3882dc..9bd286a 100644
--- a/server/src/llm/llmStatsService.ts
+++ b/server/src/llm/llmStatsService.ts
@@ -16,6 +16,7 @@ export interface LlmStatsService {
   getStats(): LlmStatsData;
   isTrackingEnabled(): boolean;
   setTrackingEnabled(enabled: boolean): void;
+  resetStats(): void;
 }
 
 export function createLlmStatsService(): LlmStatsService {
@@ -52,6 +53,12 @@ export function createLlmStatsService(): LlmStatsService {
       const enabled = loadTrackingEnabled();
       try {
         const db = getDatabase();
+        const resetRow = db.prepare("SELECT value FROM metadata WHERE key = 'llm_stats_reset_after'").get() as { value: string } | undefined;
+        const resetAfter = resetRow?.value ?? null;
+
+        const whereClause = resetAfter ? 'WHERE timestamp > ?' : '';
+        const params = resetAfter ? [resetAfter] : [];
+
         const rows = db.prepare(`
           SELECT
             template_name,
@@ -63,9 +70,10 @@ export function createLlmStatsService(): LlmStatsService {
             SUM(CASE WHEN retries > 0 THEN 1 ELSE 0 END) as retry_count,
             SUM(failed) as fail_count
           FROM llm_call_log
+          ${whereClause}
           GROUP BY template_name
           ORDER BY count DESC
-        `).all() as Array<{
+        `).all(...params) as Array<{
           template_name: string;
           count: number;
           total_cost: number;
@@ -114,5 +122,14 @@ export function createLlmStatsService(): LlmStatsService {
         // ignore
       }
     },
+
+    resetStats(): void {
+      try {
+        const db = getDatabase();
+        db.prepare("INSERT OR REPLACE INTO metadata (key, value) VALUES ('llm_stats_reset_after', ?)").run(new Date().toISOString());
+      } catch {
+        // ignore
+      }
+    },
   };
 }
diff --git a/server/src/network/SocketServer.ts b/server/src/network/SocketServer.ts
index c6dee8c..77f1a16 100644
--- a/server/src/network/SocketServer.ts
+++ b/server/src/network/SocketServer.ts
@@ -204,6 +204,14 @@ export class SocketServer {
         socket.emit('admin-llm-stats-result', stats);
       });
 
+      socket.on('admin-reset-llm-stats', () => {
+        if (!this.authenticatedSockets.has(socket.id)) return;
+        this.gameLoop.llmStatsService.resetStats();
+        const stats = this.gameLoop.llmStatsService.getStats();
+        socket.emit('admin-llm-stats-result', stats);
+        this.gameLoop.logService.log('info', 'Game', 'Admin reset LLM stats');
+      });
+
       socket.on('admin-toggle-llm-tracking', (data: { enabled: boolean }) => {
         if (!this.authenticatedSockets.has(socket.id)) return;
         this.gameLoop.llmStatsService.setTrackingEnabled(data.enabled);
diff --git a/shared/dist/types.d.ts b/shared/dist/types.d.ts
index f0a358b..95d2d91 100644
--- a/shared/dist/types.d.ts
+++ b/shared/dist/types.d.ts
@@ -393,4 +393,5 @@ export interface ClientEvents {
     'admin-toggle-llm-tracking': (data: {
         enabled: boolean;
     }) => void;
+    'admin-reset-llm-stats': () => void;
 }
diff --git a/shared/src/types.ts b/shared/src/types.ts
index 1ea7d81..263bf2a 100644
--- a/shared/src/types.ts
+++ b/shared/src/types.ts
@@ -382,4 +382,5 @@ export interface ClientEvents {
   'log-unsubscribe': () => void;
   'admin-llm-stats': () => void;
   'admin-toggle-llm-tracking': (data: { enabled: boolean }) => void;
+  'admin-reset-llm-stats': () => void;
 }