diff --git a/src/components/KpiTiles.jsx b/src/components/KpiTiles.jsx
index 0269e86..e582ec4 100644
--- a/src/components/KpiTiles.jsx
+++ b/src/components/KpiTiles.jsx
@@ -1,14 +1,19 @@
-export default function KpiTiles({ kpis = {}, windowDays = 7 }) {
+export default function KpiTiles({ kpis = {}, previousKpis = {}, windowDays = 7 }) {
   const suffix = `(${windowDays}d)`
   const accText = typeof kpis.acc === 'number' ? `${kpis.acc}%` : '0%'
   const volText = typeof kpis.volume === 'number' ? kpis.volume : 0
   const bestText = kpis.bestZone ? `${toZoneAbbr(kpis.bestZone.label)} - ${kpis.bestZone.acc}%` : '-'
+  const hasPrevBaseline = Number(previousKpis.volume || 0) > 0
+
+  const accDelta = toDelta(kpis.acc, previousKpis.acc, '%', hasPrevBaseline)
+  const volDelta = toDelta(kpis.volume, previousKpis.volume, '', hasPrevBaseline)
+  const bestDelta = toBestZoneDelta(kpis.bestZone, previousKpis.bestZone, hasPrevBaseline)
 
   return (
     <div className="grid grid-cols-3 gap-1.5">
-      <KpiCard title={`Accuracy ${suffix}`} value={accText} />
-      <KpiCard title={`Volume ${suffix}`} value={volText} />
-      <KpiCard title="Best Zone" value={bestText} />
+      <KpiCard title={`Accuracy ${suffix}`} value={accText} delta={accDelta} />
+      <KpiCard title={`Volume ${suffix}`} value={volText} delta={volDelta} />
+      <KpiCard title="Best Zone" value={bestText} delta={bestDelta} />
     </div>
   )
 }
@@ -30,11 +35,36 @@ function toZoneAbbr(label) {
   }
 }
 
-function KpiCard({ title, value }) {
+function toDelta(current, previous, suffix = '', hasPrevBaseline = true) {
+  if (!hasPrevBaseline || typeof current !== 'number' || typeof previous !== 'number') {
+    return { text: 'vs prev n/a', tone: 'text-neutral-500' }
+  }
+  const diff = current - previous
+  if (diff === 0) return { text: 'vs prev 0', tone: 'text-neutral-500' }
+  const sign = diff > 0 ? '+' : ''
+  return {
+    text: `vs prev ${sign}${diff}${suffix}`,
+    tone: diff > 0 ? 'text-emerald-500' : 'text-rose-500',
+  }
+}
+
+function toBestZoneDelta(current, previous, hasPrevBaseline = true) {
+  if (!hasPrevBaseline || !previous) return { text: 'vs prev n/a', tone: 'text-neutral-500' }
+  if (!current) return { text: `prev ${toZoneAbbr(previous.label)} ${previous.acc}%`, tone: 'text-neutral-500' }
+  if (current.key !== previous.key) {
+    return { text: `prev ${toZoneAbbr(previous.label)} ${previous.acc}%`, tone: 'text-neutral-500' }
+  }
+  return toDelta(current.acc, previous.acc, 'pp')
+}
+
+function KpiCard({ title, value, delta }) {
   return (
     <div className="border rounded-xl p-2 md:p-3 min-w-0">
       <div className="text-[10px] md:text-xs uppercase tracking-wide opacity-70 truncate">{title}</div>
       <div className="text-base md:text-xl font-bold mt-0.5 leading-tight truncate">{value}</div>
+      <div className={`text-[10px] md:text-xs mt-0.5 truncate ${delta?.tone || 'text-neutral-500'}`}>
+        {delta?.text || 'vs prev n/a'}
+      </div>
     </div>
   )
 }
diff --git a/src/pages/Dashboard.jsx b/src/pages/Dashboard.jsx
index 3475110..96b739c 100644
--- a/src/pages/Dashboard.jsx
+++ b/src/pages/Dashboard.jsx
@@ -213,18 +213,41 @@ export default function Dashboard() {
     () =>
       filterSessions(rows, {
         from: filters.dateFrom,
-        to: addDays(filters.dateTo, 1),
+        to: filters.dateTo,
         types: filters.types && filters.types.length ? filters.types : undefined,
       }),
     [rows, filters.dateFrom, filters.dateTo, filters.types]
   )
 
+  const periodDays = useMemo(() => {
+    const fromTs = new Date(`${filters.dateFrom}T00:00:00Z`).getTime()
+    const toTs = new Date(`${filters.dateTo}T00:00:00Z`).getTime()
+    if (Number.isFinite(fromTs) && Number.isFinite(toTs) && toTs >= fromTs) {
+      return Math.floor((toTs - fromTs) / 86400000) + 1
+    }
+    return Number(filters.windowDays || 90)
+  }, [filters.dateFrom, filters.dateTo, filters.windowDays])
+
+  const previousTo = useMemo(() => addDays(filters.dateFrom, -1), [filters.dateFrom])
+  const previousFrom = useMemo(() => addDays(filters.dateFrom, -periodDays), [filters.dateFrom, periodDays])
+
+  const previousFiltered = useMemo(
+    () =>
+      filterSessions(rows, {
+        from: previousFrom,
+        to: previousTo,
+        types: filters.types && filters.types.length ? filters.types : undefined,
+      }),
+    [rows, previousFrom, previousTo, filters.types]
+  )
+
   const aggOpts = useMemo(
     () => ({ direction: normalizeDir(filters.direction), range: filters.range }),
     [filters.direction, filters.range]
   )
 
   const kpis = useMemo(() => computeKpis(filtered, aggOpts), [filtered, aggOpts])
+  const previousKpis = useMemo(() => computeKpis(previousFiltered, aggOpts), [previousFiltered, aggOpts])
   const byPos = useMemo(() => aggregateByPosition(filtered, aggOpts), [filtered, aggOpts])
   const trend = useMemo(() => aggregateAccuracyByDate(filtered, aggOpts), [filtered, aggOpts])
   const byType = useMemo(() => aggregateByType(filtered, aggOpts), [filtered, aggOpts])
@@ -285,6 +308,7 @@ export default function Dashboard() {
           filters={filters}
           setFilters={setFilters}
           kpis={kpis}
+          previousKpis={previousKpis}
           zonesForUi={zonesForUi}
           trend={trend}
           byType={byType}
diff --git a/src/pages/dashboard/AnalyticsSection.jsx b/src/pages/dashboard/AnalyticsSection.jsx
index 20d5e25..6ca3244 100644
--- a/src/pages/dashboard/AnalyticsSection.jsx
+++ b/src/pages/dashboard/AnalyticsSection.jsx
@@ -14,6 +14,7 @@ export default function AnalyticsSection({
   filters,
   setFilters,
   kpis,
+  previousKpis,
   zonesForUi,
   trend,
   byType,
@@ -54,7 +55,7 @@ export default function AnalyticsSection({
                 ))}
               </div>
             ) : (
-              <KpiTiles kpis={kpis} windowDays={filters.windowDays || 7} />
+              <KpiTiles kpis={kpis} previousKpis={previousKpis} windowDays={filters.windowDays || 90} />
             )}
           </div>
         </div>