diff --git a/src/components/input/DateFilter.tsx b/src/components/input/DateFilter.tsx
index 2e175298..d5bdc0b5 100644
--- a/src/components/input/DateFilter.tsx
+++ b/src/components/input/DateFilter.tsx
@@ -4,6 +4,7 @@ import { Fragment, type Key, useState } from 'react';
 import { DateDisplay } from '@/components/common/DateDisplay';
 import { useMessages, useMobile } from '@/components/hooks';
 import { DatePickerForm } from '@/components/metrics/DatePickerForm';
+import { TimeRangePickerForm } from '@/components/metrics/TimeRangePickerForm';
 import { parseDateRange } from '@/lib/date';
 
 export interface DateFilterProps extends SelectProps {
@@ -24,6 +25,7 @@ export function DateFilter({
 }: DateFilterProps) {
   const { formatMessage, labels } = useMessages();
   const [showPicker, setShowPicker] = useState(false);
+  const [showTimePicker, setShowTimePicker] = useState(false);
   const { startDate, endDate } = parseDateRange(value) || {};
   const { isMobile } = useMobile();
 
@@ -33,6 +35,27 @@ export function DateFilter({
       label: formatMessage(labels.lastHours, { x: '24' }),
       value: '24hour',
     },
+    {
+      label: formatMessage(labels.lastHours, { x: '12' }),
+      value: '12hour',
+    },
+    {
+      label: formatMessage(labels.lastHours, { x: '6' }),
+      value: '6hour',
+    },
+    {
+      label: formatMessage(labels.lastHours, { x: '4' }),
+      value: '4hour',
+    },
+    {
+      label: formatMessage(labels.lastHours, { x: '2' }),
+      value: '2hour',
+    },
+    {
+      label: formatMessage(labels.lastHours, { x: '1' }),
+      value: '1hour',
+      divider: true,
+    },
     {
       label: formatMessage(labels.thisWeek),
       value: '0week',
@@ -75,6 +98,10 @@ export function DateFilter({
       value: 'custom',
       divider: true,
     },
+    {
+      label: formatMessage(labels.timeRange),
+      value: 'timeRange',
+    },
   ]
     .filter(n => n)
     .map((a, id) => ({ ...a, id }));
@@ -84,6 +111,10 @@ export function DateFilter({
       setShowPicker(true);
       return;
     }
+    if (value === 'timeRange') {
+      setShowTimePicker(true);
+      return;
+    }
     onChange(value.toString());
   };
 
@@ -92,6 +123,11 @@ export function DateFilter({
     onChange(value.toString());
   };
 
+  const handleTimePickerChange = (value: string) => {
+    setShowTimePicker(false);
+    onChange(value.toString());
+  };
+
   const renderValue = ({ defaultChildren }) => {
     return value?.startsWith('range') || renderDate ? (
       <DateDisplay startDate={startDate} endDate={endDate} />
@@ -136,6 +172,20 @@ export function DateFilter({
           </Dialog>
         </Modal>
       )}
+      {showTimePicker && (
+        <Modal isOpen={true}>
+          <Dialog>
+            <TimeRangePickerForm
+              startDate={startDate}
+              endDate={endDate}
+              minDate={new Date(2000, 0, 1)}
+              maxDate={endOfYear(new Date())}
+              onChange={handleTimePickerChange}
+              onClose={() => setShowTimePicker(false)}
+            />
+          </Dialog>
+        </Modal>
+      )}
     </>
   );
 }
diff --git a/src/components/messages.ts b/src/components/messages.ts
index cebb8c1d..8ccc1192 100644
--- a/src/components/messages.ts
+++ b/src/components/messages.ts
@@ -133,6 +133,9 @@ export const labels = defineMessages({
   thisYear: { id: 'label.this-year', defaultMessage: 'This year' },
   allTime: { id: 'label.all-time', defaultMessage: 'All time' },
   customRange: { id: 'label.custom-range', defaultMessage: 'Custom range' },
+  timeRange: { id: 'label.time-range', defaultMessage: 'Time range' },
+  startTime: { id: 'label.start-time', defaultMessage: 'Start time' },
+  endTime: { id: 'label.end-time', defaultMessage: 'End time' },
   selectWebsite: { id: 'label.select-website', defaultMessage: 'Select website' },
   selectRole: { id: 'label.select-role', defaultMessage: 'Select role' },
   selectDate: { id: 'label.select-date', defaultMessage: 'Select date' },
diff --git a/src/components/metrics/TimeRangePickerForm.tsx b/src/components/metrics/TimeRangePickerForm.tsx
new file mode 100644
index 00000000..5c6cb71b
--- /dev/null
+++ b/src/components/metrics/TimeRangePickerForm.tsx
@@ -0,0 +1,99 @@
+import { Button, Calendar, Column, ListItem, Row, Select } from '@umami/react-zen';
+import { setHours, setMinutes, startOfDay } from 'date-fns';
+import { type Key, useState } from 'react';
+import { useMessages } from '@/components/hooks';
+
+// Generate hour options (00:00 to 23:00)
+const HOUR_OPTIONS = Array.from({ length: 24 }, (_, i) => ({
+  id: i.toString(),
+  label: `${i.toString().padStart(2, '0')}:00`,
+  value: i,
+}));
+
+interface TimeRangePickerFormProps {
+  startDate?: Date;
+  endDate?: Date;
+  minDate?: Date;
+  maxDate?: Date;
+  onChange: (value: string) => void;
+  onClose: () => void;
+}
+
+export function TimeRangePickerForm({
+  startDate: defaultStartDate,
+  endDate: defaultEndDate,
+  minDate,
+  maxDate,
+  onChange,
+  onClose,
+}: TimeRangePickerFormProps) {
+  const [date, setDate] = useState(defaultStartDate || new Date());
+  const [startHour, setStartHour] = useState(defaultStartDate?.getHours() || 0);
+  const [endHour, setEndHour] = useState(defaultEndDate?.getHours() || 23);
+  const { formatMessage, labels } = useMessages();
+
+  const disabled = startHour > endHour;
+
+  const handleSave = () => {
+    const start = setMinutes(setHours(startOfDay(date), startHour), 0);
+    const end = setMinutes(setHours(startOfDay(date), endHour + 1), 0);
+    onChange(`range:${start.getTime()}:${end.getTime()}`);
+  };
+
+  const handleStartHourChange = (value: Key) => {
+    setStartHour(Number(value));
+  };
+
+  const handleEndHourChange = (value: Key) => {
+    setEndHour(Number(value));
+  };
+
+  return (
+    <Column gap>
+      <Row justifyContent="center">
+        <Calendar value={date} minValue={minDate} maxValue={maxDate} onChange={setDate} />
+      </Row>
+      <Row gap justifyContent="center" alignItems="center">
+        <Column>
+          <label style={{ fontSize: '0.875rem', marginBottom: '0.25rem' }}>
+            {formatMessage(labels.startTime)}
+          </label>
+          <Select
+            value={startHour.toString()}
+            onChange={handleStartHourChange}
+            style={{ minWidth: '100px' }}
+          >
+            {HOUR_OPTIONS.map(({ id, label }) => (
+              <ListItem key={id} id={id}>
+                {label}
+              </ListItem>
+            ))}
+          </Select>
+        </Column>
+        <span style={{ marginTop: '1.5rem' }}>—</span>
+        <Column>
+          <label style={{ fontSize: '0.875rem', marginBottom: '0.25rem' }}>
+            {formatMessage(labels.endTime)}
+          </label>
+          <Select
+            value={endHour.toString()}
+            onChange={handleEndHourChange}
+            style={{ minWidth: '100px' }}
+          >
+            {HOUR_OPTIONS.map(({ id, label }) => (
+              <ListItem key={id} id={id}>
+                {label}
+              </ListItem>
+            ))}
+          </Select>
+        </Column>
+      </Row>
+      <Row justifyContent="end" gap>
+        <Button onPress={onClose}>{formatMessage(labels.cancel)}</Button>
+        <Button variant="primary" onPress={handleSave} isDisabled={disabled}>
+          {formatMessage(labels.apply)}
+        </Button>
+      </Row>
+    </Column>
+  );
+}