diff --git a/packages/pl-api/lib/client.ts b/packages/pl-api/lib/client.ts
index 7140baf8e..22560a475 100644
--- a/packages/pl-api/lib/client.ts
+++ b/packages/pl-api/lib/client.ts
@@ -4237,7 +4237,7 @@ class PlApiClient {
        * @see {@link https://docs.joinmastodon.org/methods/admin/dimensions/#get}
        */
       getDimensions: async (keys: AdminDimensionKey[], params?: AdminGetDimensionsParams) => {
-        const response = await this.request('/api/v1/admin/dimensions', { params: { ...params, keys } });
+        const response = await this.request('/api/v1/admin/dimensions', { method: 'POST', params: { ...params, keys } });
 
         return v.parse(filteredArray(adminDimensionSchema), response.json);
       },
@@ -4394,7 +4394,7 @@ class PlApiClient {
        * @see {@link https://docs.joinmastodon.org/methods/admin/measures/#get}
        */
       getMeasures: async (keys: AdminMeasureKey[], start_at: string, end_at: string, params?: AdminGetMeasuresParams) => {
-        const response = await this.request('/api/v1/admin/measures', { params: { ...params, keys, start_at, end_at } });
+        const response = await this.request('/api/v1/admin/measures', { method: 'POST', params: { ...params, keys, start_at, end_at } });
 
         return v.parse(filteredArray(adminMeasureSchema), response.json);
       },
@@ -4409,7 +4409,7 @@ class PlApiClient {
        * @see {@link https://docs.joinmastodon.org/methods/admin/retention/#create}
        */
       getRetention: async (start_at: string, end_at: string, frequency: 'day' | 'month') => {
-        const response = await this.request('/api/v1/admin/retention', { params: { start_at, end_at, frequency } });
+        const response = await this.request('/api/v1/admin/retention', { method: 'POST', params: { start_at, end_at, frequency } });
 
         return v.parse(adminCohortSchema, response.json);
       },
diff --git a/packages/pl-api/lib/entities/admin/measure.ts b/packages/pl-api/lib/entities/admin/measure.ts
index f8b1d85ca..95d69fb2f 100644
--- a/packages/pl-api/lib/entities/admin/measure.ts
+++ b/packages/pl-api/lib/entities/admin/measure.ts
@@ -1,6 +1,6 @@
 import * as v from 'valibot';
 
-import { datetimeSchema } from '../utils';
+import { dateSchema } from '../utils';
 
 /**
  * @category Admin schemas
@@ -11,10 +11,10 @@ const adminMeasureSchema = v.object({
   unit: v.fallback(v.nullable(v.string()), null),
   total: v.pipe(v.unknown(), v.transform(Number)),
   human_value: v.fallback(v.optional(v.string()), undefined),
-  previous_total: v.fallback(v.optional(v.pipe(v.unknown(), v.transform(String))), undefined),
+  previous_total: v.fallback(v.optional(v.pipe(v.unknown(), v.transform(Number))), undefined),
   data: v.array(v.object({
-    date: datetimeSchema,
-    value: v.pipe(v.unknown(), v.transform(String)),
+    date: dateSchema,
+    value: v.pipe(v.unknown(), v.transform(Number)),
   })),
 });
 
diff --git a/packages/pl-api/lib/entities/utils.ts b/packages/pl-api/lib/entities/utils.ts
index e190f86c2..78250391a 100644
--- a/packages/pl-api/lib/entities/utils.ts
+++ b/packages/pl-api/lib/entities/utils.ts
@@ -9,6 +9,8 @@ const datetimeSchema = v.pipe(
   v.regex(/^\d{4}-\d{2}-\d{2}T([01]\d|2[0-3]):[0-5]\d:[0-5]\d(\.\d+)?(([+-]\d{2}:?\d{2})|(Z)?)$/),
 );
 
+const dateSchema = v.pipe(v.string(), v.transform((value) => value.slice(0, 10)), v.regex(/^\d{4}-\d{2}-\d{2}$/));
+
 /** Validates individual items in an array, dropping any that aren't valid. */
 const filteredArray = <T>(schema: v.BaseSchema<any, T, v.BaseIssue<unknown>>) =>
   v.pipe(
@@ -35,4 +37,4 @@ const coerceObject = <T extends v.ObjectEntries>(shape: T) =>
     v.object(shape),
   );
 
-export { filteredArray, emojiSchema, datetimeSchema, mimeSchema, coerceObject };
+export { filteredArray, emojiSchema, datetimeSchema, dateSchema, mimeSchema, coerceObject };
diff --git a/packages/pl-api/lib/features.ts b/packages/pl-api/lib/features.ts
index ff822d53a..8bbffd78f 100644
--- a/packages/pl-api/lib/features.ts
+++ b/packages/pl-api/lib/features.ts
@@ -1070,6 +1070,14 @@ const getFeatures = (instance: Instance) => {
       v.software === PLEROMA && v.build === PL,
     ]),
 
+    /**
+     * @see POST /api/v1/admin/dimensions
+     * @see POST /api/v1/admin/measures
+     * @see POST /api/v1/admin/retention
+     */
+    mastodonAdminMetrics: v.software === MASTODON && gte(v.version, '3.5.0'),
+
+
     /**
      * Can perform moderation actions with account and reports.
      * @see {@link https://docs.joinmastodon.org/methods/admin/}
diff --git a/packages/pl-fe/src/features/admin/components/counter.tsx b/packages/pl-fe/src/features/admin/components/counter.tsx
new file mode 100644
index 000000000..b876a89e0
--- /dev/null
+++ b/packages/pl-fe/src/features/admin/components/counter.tsx
@@ -0,0 +1,105 @@
+import clsx from 'clsx';
+import React from 'react';
+import { FormattedNumber } from 'react-intl';
+import { Link } from 'react-router-dom';
+import { Sparklines, SparklinesCurve } from 'react-sparklines';
+
+import Text from 'pl-fe/components/ui/text';
+import { useMeasures } from 'pl-fe/queries/admin/use-metrics';
+
+import type { AdminGetMeasuresParams, AdminMeasureKey } from 'pl-api';
+
+const percIncrease = (a: number, b: number) => {
+  let percent;
+
+  if (b !== 0) {
+    if (a !== 0) {
+      percent = (b - a) / a;
+    } else {
+      percent = 1;
+    }
+  } else if (b === 0 && a === 0) {
+    percent = 0;
+  } else {
+    percent = -1;
+  }
+
+  return percent;
+};
+
+interface ICounter {
+  measure: AdminMeasureKey;
+  startAt: string;
+  endAt: string;
+  label: JSX.Element | string;
+  to?: string;
+  params?: AdminGetMeasuresParams;
+  target?: string;
+}
+
+const Counter: React.FC<ICounter> = ({
+  measure,
+  startAt,
+  endAt,
+  label,
+  to,
+  params,
+  target,
+}) => {
+  const { data } = useMeasures([measure], startAt, endAt, params);
+
+  let content;
+
+  if (!data) {
+    content = (
+      <>
+        {/* <span className='sparkline__value__total'><Skeleton width={43} /></span>
+        <span className='sparkline__value__change'><Skeleton width={43} /></span> */}
+      </>
+    );
+  } else {
+    const measure = data![0];
+    const percentChange = measure.previous_total !== undefined && percIncrease(measure.previous_total * 1, measure.total * 1) || 0;
+
+    content = (
+      <>
+        <Text tag='span' align='center' size='2xl' weight='medium'>{measure.human_value || <FormattedNumber value={measure.total} />}</Text>
+        {measure.previous_total !== undefined && (<span className={clsx('text-lg', { 'text-green-600': percentChange > 0, 'text-danger-600': percentChange < 0 })}>{percentChange > 0 && '+'}<FormattedNumber value={percentChange} style='percent' /></span>)}
+      </>
+    );
+  }
+
+  const inner = (
+    <>
+      <div className='flex items-end justify-center gap-2.5 px-5 pb-2 pt-4 leading-[33px]'>
+        {content}
+      </div>
+
+      <Text align='center'>
+        {label}
+      </Text>
+
+      <div>
+        <Sparklines width={259} height={55} data={data?.[0].data.map(x => x.value * 1) || []}>
+          <SparklinesCurve />
+        </Sparklines>
+      </div>
+    </>
+  );
+
+  if (to) {
+    return (
+      <Link to={to} className='relative rounded bg-gray-200 font-medium transition-transform hover:-translate-y-1 dark:bg-gray-800' target={target}>
+        {inner}
+      </Link>
+    );
+  } else {
+    return (
+      <div className='relative rounded bg-gray-200 font-medium dark:bg-gray-800'>
+        {inner}
+      </div>
+    );
+  }
+};
+
+export { Counter };
diff --git a/packages/pl-fe/src/features/admin/tabs/dashboard.tsx b/packages/pl-fe/src/features/admin/tabs/dashboard.tsx
index c05fbdd87..c76ff9a95 100644
--- a/packages/pl-fe/src/features/admin/tabs/dashboard.tsx
+++ b/packages/pl-fe/src/features/admin/tabs/dashboard.tsx
@@ -1,4 +1,4 @@
-import React from 'react';
+import React, { useState } from 'react';
 import { FormattedMessage } from 'react-intl';
 
 import List, { ListItem } from 'pl-fe/components/list';
@@ -10,6 +10,7 @@ import { useInstance } from 'pl-fe/hooks/use-instance';
 import { useOwnAccount } from 'pl-fe/hooks/use-own-account';
 import sourceCode from 'pl-fe/utils/code';
 
+import { Counter } from '../components/counter';
 import { DashCounter, DashCounters } from '../components/dashcounter';
 import RegistrationModePicker from '../components/registration-mode-picker';
 
@@ -29,25 +30,73 @@ const Dashboard: React.FC = () => {
   const mau = instance.usage.users.active_month ?? instance.pleroma.stats.mau;
   const retention = (userCount && mau) ? Math.round(mau / userCount * 100) : undefined;
 
+  const [endDay] = useState<string>(new Date().toISOString().slice(0, 10));
+  const [startDay] = useState<string>(new Date(new Date().getTime() - 30 * 24 * 60 * 60 * 1000).toISOString().slice(0, 10));
+
   if (!account) return null;
 
   return (
     <Stack space={6} className='mt-4'>
       <DashCounters>
-        <DashCounter
-          count={mau}
-          label={<FormattedMessage id='admin.dashcounters.mau_label' defaultMessage='monthly active users' />}
-        />
-        <DashCounter
-          to='/pl-fe/admin/users'
-          count={userCount}
-          label={<FormattedMessage id='admin.dashcounters.user_count_label' defaultMessage='total users' />}
-        />
-        <DashCounter
-          count={retention}
-          label={<FormattedMessage id='admin.dashcounters.retention_label' defaultMessage='user retention' />}
-          percent
-        />
+        {features.mastodonAdminMetrics ? (
+          <Counter
+            measure='new_users'
+            startAt={startDay}
+            endAt={endDay}
+            to='/pl-fe/admin/users'
+            label={<FormattedMessage id='admin.counters.new_users' defaultMessage='new users' />}
+          />
+        ) : (
+          <DashCounter
+            to='/pl-fe/admin/users'
+            count={userCount}
+            label={<FormattedMessage id='admin.dashcounters.user_count_label' defaultMessage='total users' />}
+          />
+        )}
+        {features.mastodonAdminMetrics ? (
+          <Counter
+            measure='active_users'
+            startAt={startDay}
+            endAt={endDay}
+            label={<FormattedMessage id='admin.counters.active_users' defaultMessage='active users' />}
+          />
+        ) : (
+          <DashCounter
+            count={mau}
+            label={<FormattedMessage id='admin.dashcounters.mau_label' defaultMessage='monthly active users' />}
+          />
+        )}
+        {!features.mastodonAdminMetrics && (
+          <DashCounter
+            count={retention}
+            label={<FormattedMessage id='admin.dashcounters.retention_label' defaultMessage='user retention' />}
+            percent
+          />
+        )}
+        {features.mastodonAdminMetrics && (
+          <>
+            <Counter
+              measure='interactions'
+              startAt={startDay}
+              endAt={endDay}
+              label={<FormattedMessage id='admin.counters.interactions' defaultMessage='interactions' />}
+            />
+            <Counter
+              measure='opened_reports'
+              startAt={startDay}
+              endAt={endDay}
+              to='/pl-fe/admin/reports'
+              label={<FormattedMessage id='admin.counters.opened_reports' defaultMessage='reports opened' />}
+            />
+            <Counter
+              measure='resolved_reports'
+              startAt={startDay}
+              endAt={endDay}
+              to='/pl-fe/admin/reports'
+              label={<FormattedMessage id='admin.counters.resolved_reports' defaultMessage='reports resolved' />}
+            />
+          </>
+        )}
         <DashCounter
           to='/timeline/local'
           count={statusCount}
diff --git a/packages/pl-fe/src/queries/admin/use-metrics.ts b/packages/pl-fe/src/queries/admin/use-metrics.ts
new file mode 100644
index 000000000..0cf3d9098
--- /dev/null
+++ b/packages/pl-fe/src/queries/admin/use-metrics.ts
@@ -0,0 +1,37 @@
+import { useQuery } from '@tanstack/react-query';
+
+import { useClient } from 'pl-fe/hooks/use-client';
+
+import type { AdminDimensionKey, AdminGetDimensionsParams, AdminGetMeasuresParams, AdminMeasureKey } from 'pl-api';
+
+const useDimensions = (keys: AdminDimensionKey[], params?: AdminGetDimensionsParams) => {
+  const client = useClient();
+
+  return useQuery({
+    queryKey: ['admin', 'dimensions', keys, params],
+    queryFn: () => client.admin.dimensions.getDimensions(keys, params),
+    enabled: client.features.mastodonAdminMetrics,
+  });
+};
+
+const useMeasures = (keys: AdminMeasureKey[], startAt: string, endAt: string, params?: AdminGetMeasuresParams) => {
+  const client = useClient();
+
+  return useQuery({
+    queryKey: ['admin', 'measures', keys, startAt, endAt, params],
+    queryFn: () => client.admin.measures.getMeasures(keys, startAt, endAt, params),
+    enabled: client.features.mastodonAdminMetrics,
+  });
+};
+
+const useRetention = (startAt: string, endAt: string, frequency: 'day' | 'month') => {
+  const client = useClient();
+
+  return useQuery({
+    queryKey: ['admin', 'retention', startAt, endAt, frequency],
+    queryFn: () => client.admin.retention.getRetention(startAt, endAt, frequency),
+    enabled: client.features.mastodonAdminMetrics,
+  });
+};
+
+export { useDimensions, useMeasures, useRetention };