diff --git a/src/components/chart/state-history-chart-timeline.ts b/src/components/chart/state-history-chart-timeline.ts
index 85de3ea9f7..f472197400 100644
--- a/src/components/chart/state-history-chart-timeline.ts
+++ b/src/components/chart/state-history-chart-timeline.ts
@@ -24,6 +24,7 @@ const BINARY_SENSOR_DEVICE_CLASS_COLOR_NOT_INVERTED = new Set([
   "plug",
   "power",
   "presence",
+  "running",
   "update",
 ]);