diff --git a/app/components/sport-season/GroupStageStandings.tsx b/app/components/sport-season/GroupStageStandings.tsx
index 74733e8..00bc39a 100644
--- a/app/components/sport-season/GroupStageStandings.tsx
+++ b/app/components/sport-season/GroupStageStandings.tsx
@@ -1,5 +1,6 @@
 import { useState, useEffect } from "react";
 import type { GroupStandingsRow } from "~/models/group-stage-match";
+import { utcIsoToLocalDateTime } from "~/lib/date-utils";
 import { TeamOwnerBadge } from "~/components/ui/team-owner-badge";
 
 interface GroupMatch {
@@ -100,6 +101,12 @@ export function GroupStageStandings({
   ownershipMap,
   showEmpty = false,
 }: GroupStageStandingsProps) {
+  // SSR (and first client paint) groups/labels by UTC date for deterministic markup;
+  // after hydration we switch to the viewer's local date so evening matches don't roll
+  // into the wrong day header.
+  const [mounted, setMounted] = useState(false);
+  useEffect(() => setMounted(true), []);
+
   const visibleGroups = showEmpty
     ? groups
     : groups.filter((g) => g.matches.some((m) => m.isComplete) || g.standings.length > 0);
@@ -186,25 +193,35 @@ export function GroupStageStandings({
                 if (!b.scheduledAt) return -1;
                 return new Date(a.scheduledAt).getTime() - new Date(b.scheduledAt).getTime();
               });
-              // Use the UTC date portion as a stable key so server and client always
-              // produce the same Map structure regardless of the user's timezone.
+              // Key by UTC date on SSR/first paint (deterministic); after mount, key by
+              // the viewer's local date so the day headers match local wall-clock.
               const byDay = new Map<string, GroupMatch[]>();
               for (const m of sorted) {
-                const key = m.scheduledAt ? m.scheduledAt.slice(0, 10) : "TBD";
+                const key = m.scheduledAt
+                  ? (mounted
+                      ? utcIsoToLocalDateTime(m.scheduledAt).slice(0, 10)
+                      : m.scheduledAt.slice(0, 10))
+                  : "TBD";
                 if (!byDay.has(key)) byDay.set(key, []);
                 byDay.get(key)?.push(m);
               }
               return (
                 <div className="px-4 pb-3 space-y-0.5 border-t pt-2">
                   {[...byDay.entries()].map(([key, matches]) => {
-                    // Format from the UTC date string so label is identical on server and client.
+                    // Before mount the key is a UTC date (format in UTC); after mount it is
+                    // a local date (format in local time) so the label matches the grouping.
                     const dayLabel = key === "TBD"
                       ? "TBD"
-                      : new Date(key + "T12:00:00Z").toLocaleDateString("en-US", {
-                          month: "short",
-                          day: "numeric",
-                          timeZone: "UTC",
-                        });
+                      : mounted
+                        ? new Date(key + "T12:00:00").toLocaleDateString("en-US", {
+                            month: "short",
+                            day: "numeric",
+                          })
+                        : new Date(key + "T12:00:00Z").toLocaleDateString("en-US", {
+                            month: "short",
+                            day: "numeric",
+                            timeZone: "UTC",
+                          });
                     return (
                       <div key={key} className="space-y-0.5">
                         <p className="text-[10px] text-muted-foreground/70 uppercase tracking-wide pt-1">
diff --git a/scripts/fix-group-match-times-utc.mjs b/scripts/fix-group-match-times-utc.mjs
new file mode 100644
index 0000000..cb3a29c
--- /dev/null
+++ b/scripts/fix-group-match-times-utc.mjs
@@ -0,0 +1,78 @@
+/**
+ * One-off data migration: fix group-stage match times stored as local-wall-time-as-UTC.
+ *
+ * Before the schedule-form fix, the admin's local wall-clock time (PDT, UTC-7) was
+ * stored as if it were UTC, so every `group_stage_matches.scheduled_at` is 7 hours
+ * behind the true UTC instant. This shifts them +7 hours.
+ *
+ * Scope: ONLY `group_stage_matches.scheduled_at` (where not null). Playoff games
+ * (`playoff_match_games.scheduled_at`) were saved correctly and are left untouched.
+ *
+ * NOT idempotent — running with --apply twice double-shifts. Defaults to a dry-run;
+ * pass --apply to write.
+ *
+ * Usage (loads .env via dotenv-cli):
+ *   npx dotenv -- node scripts/fix-group-match-times-utc.mjs            # preview
+ *   npx dotenv -- node scripts/fix-group-match-times-utc.mjs --apply    # apply
+ */
+
+import postgres from "postgres";
+
+const SHIFT = "7 hours"; // PDT (UTC-7) wall-clock stored as UTC -> true UTC
+const apply = process.argv.includes("--apply");
+
+const DATABASE_URL = process.env.DATABASE_DIRECT_URL || process.env.DATABASE_URL;
+if (!DATABASE_URL) {
+  console.error("ERROR: DATABASE_DIRECT_URL (or DATABASE_URL) is required");
+  process.exit(1);
+}
+
+const sql = postgres(DATABASE_URL, { max: 1, onnotice: () => {} });
+
+try {
+  const [{ count }] = await sql`
+    SELECT COUNT(*)::int AS count
+    FROM group_stage_matches
+    WHERE scheduled_at IS NOT NULL
+  `;
+  console.log(`Group-stage matches with a scheduled time: ${count}`);
+
+  if (count === 0) {
+    console.log("Nothing to do.");
+    await sql.end();
+    process.exit(0);
+  }
+
+  const samples = await sql`
+    SELECT id,
+           scheduled_at AS before,
+           scheduled_at + ${sql.unsafe(`interval '${SHIFT}'`)} AS after
+    FROM group_stage_matches
+    WHERE scheduled_at IS NOT NULL
+    ORDER BY scheduled_at
+    LIMIT 10
+  `;
+  console.log(`\nSample before -> after (+${SHIFT}):`);
+  for (const r of samples) {
+    console.log(`  ${r.id}: ${r.before.toISOString()} -> ${r.after.toISOString()}`);
+  }
+
+  if (!apply) {
+    console.log(`\nDRY RUN — no changes written. Re-run with --apply to shift ${count} row(s) +${SHIFT}.`);
+    await sql.end();
+    process.exit(0);
+  }
+
+  const result = await sql`
+    UPDATE group_stage_matches
+    SET scheduled_at = scheduled_at + ${sql.unsafe(`interval '${SHIFT}'`)}
+    WHERE scheduled_at IS NOT NULL
+  `;
+  console.log(`\nApplied: shifted ${result.count} row(s) +${SHIFT}.`);
+  await sql.end();
+  process.exit(0);
+} catch (err) {
+  console.error("Migration failed:", err);
+  await sql.end().catch(() => {});
+  process.exit(1);
+}