diff --git a/Services/AnthropicService.Panel.cs b/Services/AnthropicService.Panel.cs
index 5155c68..9d5e8bf 100644
--- a/Services/AnthropicService.Panel.cs
+++ b/Services/AnthropicService.Panel.cs
@@ -245,7 +245,15 @@ public partial class AnthropicService
         }
         if (segments.Count > 0)
         {
-            var content = JsonSerializer.Serialize(new { name, model = member.ModelId, layer, totalLayers, segments });
+            var content = JsonSerializer.Serialize(new
+            {
+                name, model = member.ModelId, layer, totalLayers,
+                inputTokens = memberUsage?.InputTokens ?? 0,
+                outputTokens = memberUsage?.OutputTokens ?? 0,
+                cacheReadTokens = memberUsage?.CacheReadTokens ?? 0,
+                cacheCreationTokens = memberUsage?.CacheCreationTokens ?? 0,
+                segments
+            });
             await _db.SaveMessage(new MessageRecord
             {
                 ChainId = chainId, Iteration = layer * 100 + index + 1,
@@ -255,7 +263,14 @@ public partial class AnthropicService
         }
 
         await SseHelper.TryWriteSse(response, "panel_member_done",
-            new { index, name, model = member.ModelId, text }, sseCt, sseGate);
+            new
+            {
+                index, name, model = member.ModelId, text,
+                inputTokens = memberUsage?.InputTokens ?? 0,
+                outputTokens = memberUsage?.OutputTokens ?? 0,
+                cacheReadTokens = memberUsage?.CacheReadTokens ?? 0,
+                cacheCreationTokens = memberUsage?.CacheCreationTokens ?? 0
+            }, sseCt, sseGate);
 
         return new PanelMemberResult { Index = index, Name = name, Model = member.ModelId, Text = text, Usage = memberUsage };
     }
diff --git a/wwwroot/css/chat.css b/wwwroot/css/chat.css
index 834331c..4b44583 100644
--- a/wwwroot/css/chat.css
+++ b/wwwroot/css/chat.css
@@ -1237,6 +1237,17 @@
   border-color: var(--accent, #9b6dff);
 }
 
+/* Per-Member Token-Badge am unteren Rand der Panel-Bubble (live + History) */
+.panel-member-meta {
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: flex-end;
+  gap: var(--badge-spacing);
+  margin-top: var(--badge-spacing);
+  font-size: var(--font-size);
+  opacity: var(--semi-transparent);
+}
+
 /* MoA: Trenner zwischen Proposer-Runden */
 .panel-layer-divider {
   display: flex;
diff --git a/wwwroot/js/history.js b/wwwroot/js/history.js
index 2a9ef23..f5a5dcf 100644
--- a/wwwroot/js/history.js
+++ b/wwwroot/js/history.js
@@ -553,6 +553,8 @@ function _renderPanelMemberBubble(msg, archived) {
       empty.innerHTML = renderMarkdown('_(keine Antwort)_');
       bubble.appendChild(empty);
     }
+    var meta = buildPanelMemberMeta(data);
+    if (meta) bubble.appendChild(meta);
     return bubble;
   }
 
diff --git a/wwwroot/js/stream-ui.js b/wwwroot/js/stream-ui.js
index 03c4396..ae5f3d1 100644
--- a/wwwroot/js/stream-ui.js
+++ b/wwwroot/js/stream-ui.js
@@ -324,6 +324,24 @@ function finishPanelMemberTool(data) {
   scrollDown();
 }
 
+// Baut ein kompaktes Token-Badge für eine Panel-Member-Bubble (live + History, gleiche Quelle).
+// Gibt ein DOM-Element zurück oder null, wenn keine Token-Daten vorliegen: OpenAI-Member
+// (liefert keine per-turn Tokens), Fehler-Member oder Alt-History ohne Token-Felder → kein Badge.
+function buildPanelMemberMeta(d) {
+  if (!d) return null;
+  var inT = d.inputTokens || 0, outT = d.outputTokens || 0;
+  var cacheR = d.cacheReadTokens || 0, cacheC = d.cacheCreationTokens || 0;
+  if (!inT && !outT && !cacheR && !cacheC) return null;
+  var badges = ['Tokens: ' + inT + ' / ' + outT];
+  if (cacheR > 0 || cacheC > 0) badges.push('Cache: ' + cacheR + ' / ' + cacheC);
+  var meta = document.createElement('div');
+  meta.className = 'panel-member-meta';
+  meta.innerHTML = badges.map(function (b) {
+    return '<span class="chain-meta-badge">' + esc(b) + '</span>';
+  }).join('');
+  return meta;
+}
+
 function finalizePanelMember(data) {
   var bubble = _panelGetBubble(data.index);
   if (!bubble) return;
@@ -348,6 +366,8 @@ function finalizePanelMember(data) {
     }
     bubble._segText.innerHTML = renderMarkdown(text);
   }
+  var meta = buildPanelMemberMeta(data);
+  if (meta) bubble.appendChild(meta);
   delete _panelBubbles[_panelKey(data.index, _panelActiveLayer[data.index])];
   scrollDown();
 }