diff --git a/server/adapters/repos/admin-stats-hourly.ts b/server/adapters/repos/admin-stats-hourly.ts
index c861753e..a72b4094 100644
--- a/server/adapters/repos/admin-stats-hourly.ts
+++ b/server/adapters/repos/admin-stats-hourly.ts
@@ -32,7 +32,8 @@ export interface HourlyMetricRow {
 
 export class AdminStatsHourlyReader {
   private readonly queryFrom: Date
-  private readonly queryTo: Date
+  private readonly counterQueryTo: Date
+  private readonly snapshotQueryTo: Date
   private readonly metricRows = new Map<string, Promise<HourlyMetricRow[]>>()
   private readonly markerRowsPromises = new Map<AdminStatsRollupScope, Promise<CompatibleMarkerRow[]>>()
 
@@ -46,7 +47,9 @@ export class AdminStatsHourlyReader {
       throw new Error('stats_range_must_align_to_utc_hours')
     }
     this.queryFrom = range.from
-    this.queryTo = new Date(Math.min(rangeToExclusive, floorHour(now).getTime()))
+    const currentHourStart = floorHour(now).getTime()
+    this.counterQueryTo = new Date(Math.min(rangeToExclusive, currentHourStart))
+    this.snapshotQueryTo = new Date(Math.min(rangeToExclusive, currentHourStart + HOUR_MS))
   }
 
   async rows(
@@ -76,7 +79,7 @@ export class AdminStatsHourlyReader {
   async topSpaceUsage(
     options: { limit?: number; personalOnly?: boolean } = {},
   ): Promise<Array<{ orgId: string; usedBytes: number; quotaBytes: number }>> {
-    if (this.queryFrom >= this.queryTo) return []
+    if (this.queryFrom >= this.snapshotQueryTo) return []
     const limit = options.limit ?? DASHBOARD_RANKING_LIMIT
     const personalFilter = options.personalOnly
       ? sql`AND (org.slug LIKE 'personal-%' OR (json_valid(org.metadata) = 1 AND json_extract(org.metadata, '$.type') = 'personal'))`
@@ -90,7 +93,7 @@ export class AdminStatsHourlyReader {
           AND dimension_key = ''
           AND dimension_value = ''
           AND bucket_start >= ${this.queryFrom.getTime()}
-          AND bucket_start < ${this.queryTo.getTime()}
+          AND bucket_start < ${this.snapshotQueryTo.getTime()}
           AND CASE WHEN json_valid(metadata) = 1 THEN json_extract(metadata, '$.version') END = ${ROLLUP_VERSION}
           AND CASE WHEN json_valid(metadata) = 1 THEN json_extract(metadata, '$.scope') END IN ('snapshots', 'full')
           AND CASE WHEN json_valid(metadata) = 1 THEN
@@ -129,7 +132,8 @@ export class AdminStatsHourlyReader {
   }
 
   async coverage(requiredScope: AdminStatsRollupScope = 'full'): Promise<AdminStatsCoverage> {
-    const expectedBuckets = Math.max(0, Math.floor((this.queryTo.getTime() - this.queryFrom.getTime()) / HOUR_MS))
+    const queryTo = this.queryTo(requiredScope)
+    const expectedBuckets = Math.max(0, Math.floor((queryTo.getTime() - this.queryFrom.getTime()) / HOUR_MS))
     const markerRows = await this.markerRows(requiredScope)
     const completedBuckets = markerRows.length
     const lowerBoundBuckets = markerRows.filter(
@@ -151,9 +155,10 @@ export class AdminStatsHourlyReader {
 
   async completeDayKeys(requiredScope: AdminStatsRollupScope): Promise<Set<string>> {
     const markerBuckets = await this.markerBuckets(requiredScope)
+    const queryTo = this.queryTo(requiredScope)
     const expectedByDay = new Map<string, number>()
     const completedByDay = new Map<string, number>()
-    for (let at = this.queryFrom.getTime(); at < this.queryTo.getTime(); at += HOUR_MS) {
+    for (let at = this.queryFrom.getTime(); at < queryTo.getTime(); at += HOUR_MS) {
       const day = this.dayKey(new Date(at))
       expectedByDay.set(day, (expectedByDay.get(day) ?? 0) + 1)
       if (markerBuckets.has(at)) completedByDay.set(day, (completedByDay.get(day) ?? 0) + 1)
@@ -166,7 +171,7 @@ export class AdminStatsHourlyReader {
   }
 
   endExclusive(): Date {
-    return this.queryTo
+    return this.counterQueryTo
   }
 
   dayKey(date: Date): string {
@@ -177,8 +182,9 @@ export class AdminStatsHourlyReader {
     metric: AdminStatsMetric,
     dimensionKeys: readonly (AdminStatsDimension | '')[],
   ): Promise<HourlyMetricRow[]> {
-    if (this.queryFrom >= this.queryTo) return []
     const requiredScope = metricDefinition(metric).kind === 'gauge' ? 'snapshots' : 'counters'
+    const queryTo = this.queryTo(requiredScope)
+    if (this.queryFrom >= queryTo) return []
     const markerBuckets = await this.markerBuckets(requiredScope)
     if (markerBuckets.size === 0) return []
     const rows = await this.db
@@ -198,7 +204,7 @@ export class AdminStatsHourlyReader {
           eq(statsRollupsHourly.metricKey, metric),
           inArray(statsRollupsHourly.dimensionKey, dimensionKeys),
           gte(statsRollupsHourly.bucketStart, this.queryFrom),
-          lt(statsRollupsHourly.bucketStart, this.queryTo),
+          lt(statsRollupsHourly.bucketStart, queryTo),
           sql`CASE WHEN json_valid(${statsRollupsHourly.metadata}) = 1 THEN json_extract(${statsRollupsHourly.metadata}, '$.version') END = ${ROLLUP_VERSION}`,
           requiredScope === 'snapshots'
             ? sql`CASE WHEN json_valid(${statsRollupsHourly.metadata}) = 1 THEN json_extract(${statsRollupsHourly.metadata}, '$.scope') END IN ('snapshots', 'full')`
@@ -236,7 +242,8 @@ export class AdminStatsHourlyReader {
   }
 
   private async loadMarkerRows(requiredScope: AdminStatsRollupScope): Promise<CompatibleMarkerRow[]> {
-    if (this.queryFrom >= this.queryTo) return []
+    const queryTo = this.queryTo(requiredScope)
+    if (this.queryFrom >= queryTo) return []
     const rows = await this.db
       .select({ bucketStart: statsRollupsHourly.bucketStart, metadata: statsRollupsHourly.metadata })
       .from(statsRollupsHourly)
@@ -246,7 +253,7 @@ export class AdminStatsHourlyReader {
           eq(statsRollupsHourly.orgId, ''),
           eq(statsRollupsHourly.dimensionKey, ''),
           gte(statsRollupsHourly.bucketStart, this.queryFrom),
-          lt(statsRollupsHourly.bucketStart, this.queryTo),
+          lt(statsRollupsHourly.bucketStart, queryTo),
         ),
       )
     return rows.flatMap((row) => {
@@ -258,6 +265,10 @@ export class AdminStatsHourlyReader {
         : []
     })
   }
+
+  private queryTo(requiredScope: AdminStatsRollupScope): Date {
+    return requiredScope === 'snapshots' ? this.snapshotQueryTo : this.counterQueryTo
+  }
 }
 
 type CompatibleMarkerRow = { bucketStart: Date; metadata: AdminStatsRollupMetadata }
diff --git a/server/adapters/repos/admin-stats-rollup.integration.test.ts b/server/adapters/repos/admin-stats-rollup.integration.test.ts
index 6b620fcf..0f53245d 100644
--- a/server/adapters/repos/admin-stats-rollup.integration.test.ts
+++ b/server/adapters/repos/admin-stats-rollup.integration.test.ts
@@ -559,7 +559,7 @@ describe('admin hourly stats rollup', () => {
     expect(await completeReader.completeDayKeys('counters')).toEqual(new Set(['2026-07-10']))
   })
 
-  it('never exposes the current open hour, even if rollup rows already exist', async () => {
+  it('reads exact current-hour snapshots without exposing current-hour counters', async () => {
     const { db } = await createTestApp()
     const bucketStart = Date.parse('2026-07-10T10:00:00.000Z')
     await db.run(sql`
@@ -570,6 +570,8 @@ describe('admin hourly stats rollup', () => {
         ('current-hour-marker', ${bucketStart}, '', 'stats.rollup_run', '', '', 1, 0, 0,
           '{"version":3,"scope":"full","quality":"exact"}', ${bucketStart}),
         ('current-hour-rollup', ${bucketStart}, '', 'transfer.upload', '', '', 1, 42, 0,
+          '{"version":3,"scope":"full","quality":"exact"}', ${bucketStart}),
+        ('current-hour-snapshot', ${bucketStart}, '', 'storage.used', '', '', 0, 99, 0,
           '{"version":3,"scope":"full","quality":"exact"}', ${bucketStart})
     `)
     const reader = new AdminStatsHourlyReader(
@@ -583,6 +585,12 @@ describe('admin hourly stats rollup', () => {
     )
 
     expect(await reader.rows(M.transferUpload)).toEqual([])
+    expect(await reader.rows(M.storageUsed)).toEqual([expect.objectContaining({ bytes: 99 })])
     expect(await reader.coverage()).toMatchObject({ status: 'empty', expectedBuckets: 0, completedBuckets: 0 })
+    expect(await reader.coverage('snapshots')).toMatchObject({
+      status: 'complete',
+      expectedBuckets: 1,
+      completedBuckets: 1,
+    })
   })
 })
diff --git a/server/adapters/repos/admin-stats.ts b/server/adapters/repos/admin-stats.ts
index c8364ea6..eea7f73c 100644
--- a/server/adapters/repos/admin-stats.ts
+++ b/server/adapters/repos/admin-stats.ts
@@ -62,7 +62,7 @@ async function getOverviewStatistics(
   range: AdminStatsDateRange,
 ): Promise<AdminOverviewStatistics> {
   const effective = effectiveRange(range, now)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const [
     inventory,
     active,
@@ -251,7 +251,7 @@ async function getDashboardOverviewStats(
 ): Promise<AdminDashboardOverviewStats> {
   const effective = effectiveRange(range, now)
   const previous = previousRange(effective)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const previousReader = new AdminStatsHourlyReader(db, previous, now)
   const [
     users,
@@ -387,7 +387,7 @@ async function getDashboardOperationsStats(
   range: AdminStatsDateRange,
 ): Promise<AdminDashboardOperationsStats> {
   const effective = effectiveRange(range, now)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const [
     activeBackgroundJobs,
     activeRemoteDownloads,
@@ -463,7 +463,7 @@ async function getDashboardGrowthStats(
 ): Promise<AdminDashboardGrowthStats> {
   const effective = effectiveRange(range, now)
   const previous = previousRange(effective)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const previousReader = new AdminStatsHourlyReader(db, previous, now)
   const [
     users,
@@ -544,7 +544,7 @@ async function getDashboardStorageStats(
 ): Promise<AdminDashboardStorageStats> {
   const effective = effectiveRange(range, now)
   const previous = previousRange(effective)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const previousReader = new AdminStatsHourlyReader(db, previous, now)
   const [
     quotas,
@@ -661,7 +661,7 @@ async function getDashboardTrafficStats(
 ): Promise<AdminDashboardTrafficStats> {
   const effective = effectiveRange(range, now)
   const previous = previousRange(effective)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const previousReader = new AdminStatsHourlyReader(db, previous, now)
   const [
     traffic,
@@ -826,7 +826,7 @@ async function getDashboardSharingStats(
 ): Promise<AdminDashboardSharingStats> {
   const effective = effectiveRange(range, now)
   const previous = previousRange(effective)
-  const reader = new AdminStatsHourlyReader(db, effective, now)
+  const reader = new AdminStatsHourlyReader(db, range, now)
   const previousReader = new AdminStatsHourlyReader(db, previous, now)
   const [
     sharing,
diff --git a/server/http/admin-stats.integration.test.ts b/server/http/admin-stats.integration.test.ts
index 454e63dc..d77c113b 100644
--- a/server/http/admin-stats.integration.test.ts
+++ b/server/http/admin-stats.integration.test.ts
@@ -324,6 +324,64 @@ describe('site stats routes', () => {
     expect(sharing.typeBreakdown).toEqual([])
   })
 
+  it('publishes exact current-hour snapshots without treating open counters as complete', async () => {
+    const { db } = await createTestApp()
+    const bucketStart = Date.UTC(2026, 6, 22, 10)
+    const now = new Date(bucketStart + 30 * 60_000)
+    const metadata = JSON.stringify({
+      version: 3,
+      scope: 'snapshots',
+      quality: 'exact',
+      snapshotObservedAt: now.toISOString(),
+    })
+    await db.run(sql`
+      INSERT INTO stats_rollups_hourly (
+        id, bucket_start, org_id, metric_key, dimension_key, dimension_value,
+        count, bytes, unique_count, metadata, updated_at
+      ) VALUES
+        ('current-snapshot-marker', ${bucketStart}, '', 'stats.rollup_run', '', '', 1, 0, 0,
+          ${metadata}, ${now.getTime()}),
+        ('current-user-inventory', ${bucketStart}, '', 'user.inventory', '', '', 42, 0, 0,
+          ${metadata}, ${now.getTime()}),
+        ('current-active-base', ${bucketStart}, '', 'user.active_snapshot', '', '', 7, 0, 7,
+          ${metadata}, ${now.getTime()}),
+        ('current-active-dau', ${bucketStart}, '', 'user.active_snapshot', 'window', 'dau', 3, 0, 3,
+          ${metadata}, ${now.getTime()}),
+        ('current-active-wau', ${bucketStart}, '', 'user.active_snapshot', 'window', 'wau', 5, 0, 5,
+          ${metadata}, ${now.getTime()}),
+        ('current-active-mau', ${bucketStart}, '', 'user.active_snapshot', 'window', 'mau', 7, 0, 7,
+          ${metadata}, ${now.getTime()}),
+        ('current-storage-used', ${bucketStart}, '', 'storage.used', '', '', 0, 4096, 0,
+          ${metadata}, ${now.getTime()}),
+        ('current-storage-quota', ${bucketStart}, '', 'storage.quota', '', '', 0, 8192, 0,
+          ${metadata}, ${now.getTime()}),
+        ('current-storage-quota-invalid', ${bucketStart}, '', 'storage.quota', 'status', 'invalid', 0, 0, 0,
+          ${metadata}, ${now.getTime()})
+    `)
+    const range = {
+      from: new Date(Date.UTC(2026, 6, 22)),
+      to: new Date(Date.UTC(2026, 6, 23) - 1),
+      timeZone: 'UTC' as const,
+    }
+    const repo = createAdminStatsRepo(db)
+
+    const [overview, growth, storage] = await Promise.all([
+      repo.getOverviewStatistics(now, range),
+      repo.getDashboardGrowthStats(now, range),
+      repo.getDashboardStorageStats(now, range),
+    ])
+
+    expect(overview.users.trend).toEqual([{ date: '2026-07-22', totalUsers: 42, activeUsers: 7, newUsers: null }])
+    expect(growth.summary.totalUsers).toBe(42)
+    expect(growth.summary.activeUsers.value).toBe(7)
+    expect(growth.summary.newUsers.value).toBeNull()
+    expect(growth.userScaleTrend).toEqual([{ date: '2026-07-22', newUsers: null, totalUsers: 42 }])
+    expect(growth.activeUserTrend).toEqual([{ date: '2026-07-22', dau: 3, wau: 5, mau: 7 }])
+    expect(growth.coverage).toMatchObject({ status: 'empty', completedBuckets: 0, expectedBuckets: 10 })
+    expect(growth.snapshotCoverage).toMatchObject({ status: 'partial', completedBuckets: 1, expectedBuckets: 11 })
+    expect(storage.summary).toMatchObject({ storageUsedBytes: 4096, quotaBytes: 8192 })
+  })
+
   it('hydrates completed-hour dashboard dimensions from rollups', async () => {
     const { app, db } = await createTestApp()
     const headers = await adminHeaders(app)