diff --git a/TODO.md b/TODO.md
index 7034423..a78e203 100644
--- a/TODO.md
+++ b/TODO.md
@@ -555,7 +555,7 @@ Goal: rename the tables and column to the canonical M2M pattern (`tags`, `thesis
       manually prepare `SELECT … FROM thesis_files WHERE thesis_id = ?` instead of calling
       `$db->getThesisFiles($thesisId)` which already exists. Replace with the DB method.
 
-- [ ] **`admin/index.php` stats computed via PHP `array_filter` on full result set** — "total",
+- [x] **`admin/index.php` stats computed via PHP `array_filter` on full result set** — "total",
       "publiés", "en attente" counts are derived by filtering the already-fetched `$theses` array
       in PHP. When a filter is active the stats reflect only filtered rows, which is misleading.
       Add `Database::getThesesStats(): array` returning three counts from SQL
diff --git a/public/admin/index.php b/public/admin/index.php
index e99cad0..6dc0806 100644
--- a/public/admin/index.php
+++ b/public/admin/index.php
@@ -22,6 +22,7 @@ try {
     if ($orientationFilter) $filters['orientation'] = $orientationFilter;
 
     $theses       = $db->getThesesList($filters);
+    $stats        = $db->getThesesStats();
     $years        = $db->getAllYears();
     $orientations = $db->getAllOrientations();
 } catch (Exception $e) {
@@ -95,18 +96,18 @@ document.addEventListener('DOMContentLoaded', () => {
         <?php endif; ?>
     </div>
 
-    <!-- Stats -->
+    <!-- Stats (always reflects full DB, independent of active filters) -->
     <div class="admin-stats">
         <div class="admin-stat">
-            <div class="admin-stat__number"><?= count($theses) ?></div>
+            <div class="admin-stat__number"><?= $stats['total'] ?></div>
             <div class="admin-stat__label">TFE total</div>
         </div>
         <div class="admin-stat">
-            <div class="admin-stat__number"><?= count(array_filter($theses, fn($t) => $t['is_published'])) ?></div>
+            <div class="admin-stat__number"><?= $stats['published'] ?></div>
             <div class="admin-stat__label">Publiés</div>
         </div>
         <div class="admin-stat">
-            <div class="admin-stat__number"><?= count(array_filter($theses, fn($t) => !$t['is_published'])) ?></div>
+            <div class="admin-stat__number"><?= $stats['pending'] ?></div>
             <div class="admin-stat__label">En attente</div>
         </div>
     </div>
diff --git a/src/Database.php b/src/Database.php
index b44461f..2b6e734 100644
--- a/src/Database.php
+++ b/src/Database.php
@@ -540,6 +540,30 @@ class Database {
         return $stmt->fetchAll(PDO::FETCH_COLUMN);
     }
 
+    /**
+     * Return whole-database thesis counts, independent of any active filter.
+     *
+     * Always reflects the full theses table so the stats bar in admin/index.php
+     * shows accurate numbers even when a search or year filter is active.
+     *
+     * @return array{total: int, published: int, pending: int}
+     */
+    public function getThesesStats(): array {
+        $stmt = $this->pdo->query(
+            "SELECT
+                COUNT(*)                           AS total,
+                SUM(CASE WHEN is_published = 1 THEN 1 ELSE 0 END) AS published,
+                SUM(CASE WHEN is_published = 0 THEN 1 ELSE 0 END) AS pending
+             FROM theses"
+        );
+        $row = $stmt->fetch();
+        return [
+            'total'     => (int) $row['total'],
+            'published' => (int) $row['published'],
+            'pending'   => (int) $row['pending'],
+        ];
+    }
+
     // ========================================================================
     // CRUD METHODS (from formulaire)
     // ========================================================================
diff --git a/src/cache/rate_limit/ad921d60486366258809553a3db49a4a.json b/src/cache/rate_limit/ad921d60486366258809553a3db49a4a.json
index a2b2955..f3b3c3f 100644
--- a/src/cache/rate_limit/ad921d60486366258809553a3db49a4a.json
+++ b/src/cache/rate_limit/ad921d60486366258809553a3db49a4a.json
@@ -1 +1 @@
-[1774615474]
\ No newline at end of file
+[1774694544]
\ No newline at end of file
diff --git a/storage/test.db b/storage/test.db
index bf85056..7e572e0 100644
Binary files a/storage/test.db and b/storage/test.db differ