diff --git a/src/views/Community/components/HeroPanel.js b/src/views/Community/components/HeroPanel.js
index c30352c4..eb0a8cc4 100644
--- a/src/views/Community/components/HeroPanel.js
+++ b/src/views/Community/components/HeroPanel.js
@@ -469,13 +469,13 @@ const FlowingConcepts = () => {
   const row3 = concepts.slice(20, 30);
 
   // 渲染单个概念卡片
-  const renderConceptCard = (concept, globalIdx) => {
+  const renderConceptCard = (concept, globalIdx, uniqueIdx) => {
     const colors = getColor(concept.change_pct);
     const isActive = hoveredIdx === globalIdx;
 
     return (
       <Box
-        key={globalIdx}
+        key={`${globalIdx}-${uniqueIdx}`}
         flexShrink={0}
         px={3}
         py={2}
@@ -582,7 +582,7 @@ const FlowingConcepts = () => {
         >
           {/* 复制两份实现无缝滚动 */}
           {[...items, ...items].map((concept, idx) =>
-            renderConceptCard(concept, startIdx + (idx % items.length))
+            renderConceptCard(concept, startIdx + (idx % items.length), idx)
           )}
         </Flex>
       </Box>