diff --git a/app/Services/FleetMetricsAggregator.php b/app/Services/FleetMetricsAggregator.php
new file mode 100644
index 0000000000..72f6ddb10b
--- /dev/null
+++ b/app/Services/FleetMetricsAggregator.php
@@ -0,0 +1,92 @@
+<?php
+
+namespace App\Services;
+
+use App\Support\Metrics\PressureLevel;
+
+class FleetMetricsAggregator
+{
+    /**
+     * @param  array<int, array<string, mixed>>  $rows
+     * @return array<string, mixed>
+     */
+    public static function fleetKpis(array $rows): array
+    {
+        $online = array_values(array_filter($rows, fn ($r) => $r['online'] === true));
+
+        $cpuValues = self::present($online, 'cpu');
+        $cpuAvg = $cpuValues === [] ? 0.0 : round(array_sum($cpuValues) / count($cpuValues), 1);
+
+        $busiest = null;
+        foreach ($online as $r) {
+            if ($r['cpu'] !== null && ($busiest === null || $r['cpu'] > $busiest['percent'])) {
+                $busiest = ['name' => $r['name'], 'percent' => (float) $r['cpu']];
+            }
+        }
+
+        $memUsed = (int) self::sum($online, 'memUsed');
+        $memTotal = (int) self::sum($online, 'memTotal');
+        $diskUsed = (int) self::sum($online, 'diskUsed');
+        $diskTotal = (int) self::sum($online, 'diskTotal');
+        $load1 = self::present($online, 'load1');
+
+        $needsAttention = 0;
+        foreach ($online as $r) {
+            $hot = PressureLevel::for($r['cpu'], 'cpu') !== 'ok'
+                || PressureLevel::for(self::percent($r['memUsed'], $r['memTotal']), 'memory') !== 'ok'
+                || PressureLevel::for($r['diskPercent'], 'disk') !== 'ok';
+            if ($hot) {
+                $needsAttention++;
+            }
+        }
+
+        return [
+            'serversOnline' => count($online),
+            'serversTotal' => count($rows),
+            'needsAttention' => $needsAttention,
+            'cpuAvg' => $cpuAvg,
+            'cpuApproximate' => count($cpuValues) > 1,
+            'cpuBusiest' => $busiest,
+            'memUsed' => $memUsed,
+            'memTotal' => $memTotal,
+            'memPercent' => self::percent($memUsed, $memTotal),
+            'diskUsed' => $diskUsed,
+            'diskTotal' => $diskTotal,
+            'diskPercent' => self::percent($diskUsed, $diskTotal),
+            'netRx' => (float) self::sum($online, 'netRx'),
+            'netTx' => (float) self::sum($online, 'netTx'),
+            'loadBusiest' => $load1 === [] ? 0.0 : max($load1),
+            'loadAvg' => $load1 === [] ? 0.0 : round(array_sum($load1) / count($load1), 2),
+            'containers' => (int) self::sum($online, 'containers'),
+        ];
+    }
+
+    /**
+     * @param  array<int, array<string, mixed>>  $rows
+     * @return array<int, float>
+     */
+    private static function present(array $rows, string $key): array
+    {
+        return array_values(array_map(
+            fn ($r) => (float) $r[$key],
+            array_filter($rows, fn ($r) => $r[$key] !== null)
+        ));
+    }
+
+    /**
+     * @param  array<int, array<string, mixed>>  $rows
+     */
+    private static function sum(array $rows, string $key): float
+    {
+        return array_sum(array_map(fn ($r) => $r[$key] ?? 0, $rows));
+    }
+
+    private static function percent(int|float|null $used, int|float|null $total): float
+    {
+        if (! $total) {
+            return 0.0;
+        }
+
+        return round(($used / $total) * 100, 1);
+    }
+}
diff --git a/tests/Unit/Services/FleetMetricsAggregatorTest.php b/tests/Unit/Services/FleetMetricsAggregatorTest.php
new file mode 100644
index 0000000000..2de55616f7
--- /dev/null
+++ b/tests/Unit/Services/FleetMetricsAggregatorTest.php
@@ -0,0 +1,69 @@
+<?php
+
+use App\Services\FleetMetricsAggregator;
+
+function row(array $overrides = []): array
+{
+    return array_merge([
+        'uuid' => 'u', 'name' => 'srv', 'online' => true,
+        'cpu' => 10.0, 'memUsed' => 1_000, 'memTotal' => 10_000,
+        'diskUsed' => 1_000, 'diskTotal' => 10_000, 'diskPercent' => 10.0,
+        'load1' => 0.5, 'netRx' => 100.0, 'netTx' => 50.0, 'containers' => 2,
+    ], $overrides);
+}
+
+it('weights memory and disk by totals, not mean of percents', function () {
+    $rows = [
+        row(['memUsed' => 100, 'memTotal' => 100, 'diskUsed' => 100, 'diskTotal' => 100, 'diskPercent' => 100.0]),
+        row(['memUsed' => 10, 'memTotal' => 1_000, 'diskUsed' => 10, 'diskTotal' => 1_000, 'diskPercent' => 1.0]),
+    ];
+
+    $kpis = FleetMetricsAggregator::fleetKpis($rows);
+
+    // Σused/Σtotal = 110/1100 = 10%, not the (100+1)/2 = 50.5% a naive mean gives.
+    expect(round($kpis['memPercent'], 1))->toBe(10.0);
+    expect(round($kpis['diskPercent'], 1))->toBe(10.0);
+});
+
+it('means cpu, flags approximate for multiple servers, and finds the busiest', function () {
+    $kpis = FleetMetricsAggregator::fleetKpis([
+        row(['name' => 'a', 'cpu' => 20.0]),
+        row(['name' => 'b', 'cpu' => 80.0]),
+    ]);
+
+    expect($kpis['cpuAvg'])->toBe(50.0);
+    expect($kpis['cpuApproximate'])->toBeTrue();
+    expect($kpis['cpuBusiest'])->toBe(['name' => 'b', 'percent' => 80.0]);
+});
+
+it('sums network rates and reports busiest and average load', function () {
+    $kpis = FleetMetricsAggregator::fleetKpis([
+        row(['netRx' => 100.0, 'netTx' => 10.0, 'load1' => 0.5]),
+        row(['netRx' => 200.0, 'netTx' => 20.0, 'load1' => 2.5]),
+    ]);
+
+    expect($kpis['netRx'])->toBe(300.0);
+    expect($kpis['netTx'])->toBe(30.0);
+    expect($kpis['loadBusiest'])->toBe(2.5);
+    expect($kpis['loadAvg'])->toBe(1.5);
+});
+
+it('ignores offline rows and counts servers needing attention', function () {
+    $kpis = FleetMetricsAggregator::fleetKpis([
+        row(['cpu' => 95.0]),                 // over cpu error cutoff
+        row(['online' => false, 'cpu' => 99.0]),
+    ]);
+
+    expect($kpis['serversOnline'])->toBe(1);
+    expect($kpis['serversTotal'])->toBe(2);
+    expect($kpis['needsAttention'])->toBe(1);
+    expect($kpis['cpuAvg'])->toBe(95.0); // offline row excluded from the mean
+});
+
+it('returns zeroed kpis for no rows', function () {
+    $kpis = FleetMetricsAggregator::fleetKpis([]);
+
+    expect($kpis['serversOnline'])->toBe(0);
+    expect($kpis['cpuAvg'])->toBe(0.0);
+    expect($kpis['cpuBusiest'])->toBeNull();
+});