diff --git a/frigate/api/review.py b/frigate/api/review.py
index 34155ec5e..23c7b971d 100644
--- a/frigate/api/review.py
+++ b/frigate/api/review.py
@@ -76,11 +76,112 @@ def review():
 def review_summary():
     tz_name = request.args.get("timezone", default="utc", type=str)
     hour_modifier, minute_modifier, seconds_offset = get_tz_modifiers(tz_name)
+    day_ago = (datetime.now() - timedelta(hours=24)).timestamp()
     month_ago = (datetime.now() - timedelta(days=30)).timestamp()
 
     cameras = request.args.get("cameras", "all")
     labels = request.args.get("labels", "all")
 
+    clauses = [(ReviewSegment.start_time > day_ago)]
+
+    if cameras != "all":
+        camera_list = cameras.split(",")
+        clauses.append((ReviewSegment.camera << camera_list))
+
+    if labels != "all":
+        # use matching so segments with multiple labels
+        # still match on a search where any label matches
+        label_clauses = []
+        filtered_labels = labels.split(",")
+
+        for label in filtered_labels:
+            label_clauses.append(
+                (ReviewSegment.data["objects"].cast("text") % f'*"{label}"*')
+            )
+
+        label_clause = reduce(operator.or_, label_clauses)
+        clauses.append((label_clause))
+
+    last_24 = (
+        ReviewSegment.select(
+            fn.SUM(
+                Case(
+                    None,
+                    [
+                        (
+                            (ReviewSegment.severity == "alert"),
+                            ReviewSegment.has_been_reviewed,
+                        )
+                    ],
+                    0,
+                )
+            ).alias("reviewed_alert"),
+            fn.SUM(
+                Case(
+                    None,
+                    [
+                        (
+                            (ReviewSegment.severity == "detection"),
+                            ReviewSegment.has_been_reviewed,
+                        )
+                    ],
+                    0,
+                )
+            ).alias("reviewed_detection"),
+            fn.SUM(
+                Case(
+                    None,
+                    [
+                        (
+                            (ReviewSegment.severity == "significant_motion"),
+                            ReviewSegment.has_been_reviewed,
+                        )
+                    ],
+                    0,
+                )
+            ).alias("reviewed_motion"),
+            fn.SUM(
+                Case(
+                    None,
+                    [
+                        (
+                            (ReviewSegment.severity == "alert"),
+                            1,
+                        )
+                    ],
+                    0,
+                )
+            ).alias("total_alert"),
+            fn.SUM(
+                Case(
+                    None,
+                    [
+                        (
+                            (ReviewSegment.severity == "detection"),
+                            1,
+                        )
+                    ],
+                    0,
+                )
+            ).alias("total_detection"),
+            fn.SUM(
+                Case(
+                    None,
+                    [
+                        (
+                            (ReviewSegment.severity == "significant_motion"),
+                            1,
+                        )
+                    ],
+                    0,
+                )
+            ).alias("total_motion"),
+        )
+        .where(reduce(operator.and_, clauses))
+        .dicts()
+        .get()
+    )
+
     clauses = [(ReviewSegment.start_time > month_ago)]
 
     if cameras != "all":
@@ -101,7 +202,7 @@ def review_summary():
         label_clause = reduce(operator.or_, label_clauses)
         clauses.append((label_clause))
 
-    groups = (
+    last_month = (
         ReviewSegment.select(
             fn.strftime(
                 "%Y-%m-%d",
@@ -192,7 +293,15 @@ def review_summary():
         .order_by(ReviewSegment.start_time.desc())
     )
 
-    return jsonify([e for e in groups.dicts().iterator()])
+    data = {
+        "last24Hours": last_24,
+    }
+
+    for e in last_month.dicts().iterator():
+        data[e["day"]] = e
+
+
+    return jsonify(data)
 
 
 @ReviewBp.route("/reviews/viewed", methods=("POST",))
diff --git a/web/src/pages/Events.tsx b/web/src/pages/Events.tsx
index c7564573c..18d5781e7 100644
--- a/web/src/pages/Events.tsx
+++ b/web/src/pages/Events.tsx
@@ -115,9 +115,7 @@ export default function Events() {
 
   // review summary
 
-  const { data: reviewSummary, mutate: updateSummary } = useSWR<
-    ReviewSummary[]
-  >([
+  const { data: reviewSummary, mutate: updateSummary } = useSWR<ReviewSummary>([
     "review/summary",
     {
       timezone: timezone,
@@ -197,23 +195,30 @@ export default function Events() {
         );
 
         updateSummary(
-          (data: ReviewSummary[] | undefined) => {
+          (data: ReviewSummary | undefined) => {
             if (!data) {
               return data;
             }
 
             const day = new Date(review.start_time * 1000);
-            const key = `${day.getFullYear()}-${("0" + (day.getMonth() + 1)).slice(-2)}-${("0" + day.getDate()).slice(-2)}`;
-            const index = data.findIndex((summary) => summary.day == key);
+            const today = new Date();
+            today.setHours(0, 0, 0, 0);
 
-            if (index == -1) {
+            let key;
+            if (day.getTime() > today.getTime()) {
+              key = "last24Hours";
+            } else {
+              key = `${day.getFullYear()}-${("0" + (day.getMonth() + 1)).slice(-2)}-${("0" + day.getDate()).slice(-2)}`;
+            }
+
+            if (!Object.keys(data).includes(key)) {
               return data;
             }
 
-            const item = data[index];
-            return [
-              ...data.slice(0, index),
-              {
+            const item = data[key];
+            return {
+              ...data,
+              [key]: {
                 ...item,
                 reviewed_alert:
                   review.severity == "alert"
@@ -228,8 +233,7 @@ export default function Events() {
                     ? item.reviewed_motion + 1
                     : item.reviewed_motion,
               },
-              ...data.slice(index + 1),
-            ];
+            };
           },
           { revalidate: false, populateCache: true },
         );
diff --git a/web/src/types/review.ts b/web/src/types/review.ts
index 8e52dc4af..7366738ab 100644
--- a/web/src/types/review.ts
+++ b/web/src/types/review.ts
@@ -28,7 +28,7 @@ export type ReviewFilter = {
   showReviewed?: 0 | 1;
 };
 
-export type ReviewSummary = {
+type ReviewSummaryDay = {
   day: string;
   reviewed_alert: number;
   reviewed_detection: number;
@@ -38,6 +38,10 @@ export type ReviewSummary = {
   total_motion: number;
 };
 
+export type ReviewSummary = {
+  [day: string]: ReviewSummaryDay;
+};
+
 export type MotionData = {
   start_time: number;
   motion: number;
diff --git a/web/src/views/events/EventView.tsx b/web/src/views/events/EventView.tsx
index 495a10f30..ec70cef62 100644
--- a/web/src/views/events/EventView.tsx
+++ b/web/src/views/events/EventView.tsx
@@ -39,7 +39,7 @@ import { Button } from "@/components/ui/button";
 
 type EventViewProps = {
   reviewPages?: ReviewSegment[][];
-  reviewSummary?: ReviewSummary[];
+  reviewSummary?: ReviewSummary;
   relevantPreviews?: Preview[];
   timeRange: { before: number; after: number };
   reachedEnd: boolean;
@@ -75,17 +75,17 @@ export default function EventView({
   // review counts
 
   const reviewCounts = useMemo(() => {
-    if (!reviewSummary || reviewSummary.length == 0) {
+    if (!reviewSummary) {
       return { alert: 0, detection: 0, significant_motion: 0 };
     }
 
     let summary;
     if (filter?.before == undefined) {
-      summary = reviewSummary[0];
+      summary = reviewSummary["last24Hours"];
     } else {
       const day = new Date(filter.before * 1000);
       const key = `${day.getFullYear()}-${("0" + (day.getMonth() + 1)).slice(-2)}-${("0" + day.getDate()).slice(-2)}`;
-      summary = reviewSummary.find((check) => check.day == key);
+      summary = reviewSummary[key];
     }
 
     if (!summary) {