diff --git a/backend/app/routes/channels.py b/backend/app/routes/channels.py
index 04ad3f7..309ef24 100644
--- a/backend/app/routes/channels.py
+++ b/backend/app/routes/channels.py
@@ -27,16 +27,33 @@ def list_channels(
         .order_by(Subscription.priority.desc(), func.lower(Channel.title))
     ).all()
 
-    # Per-channel stored video count (shared data) in one grouped query.
+    # Per-channel aggregates over the shared catalog in ONE grouped pass: stored count, last
+    # upload, total duration, and a Normal/Shorts/Live breakdown. Cheap — a single grouped scan
+    # (~35 ms over the full 233k-row catalog on the dev DB), so computed on read rather than
+    # denormalised (measure-first: reads aren't frequent/hot enough to warrant cached columns).
     channel_ids = [c.id for _, c in rows]
-    stored: dict[str, int] = {}
+    agg: dict[str, dict] = {}
     if channel_ids:
-        for cid, count in db.execute(
-            select(Video.channel_id, func.count(Video.id))
+        for cid, n, last_up, total_dur, shorts, live in db.execute(
+            select(
+                Video.channel_id,
+                func.count(Video.id),
+                func.max(Video.published_at),
+                func.coalesce(func.sum(Video.duration_seconds), 0),
+                func.count(Video.id).filter(Video.is_short.is_(True)),
+                func.count(Video.id).filter(Video.live_status.in_(("live", "upcoming"))),
+            )
             .where(Video.channel_id.in_(channel_ids))
             .group_by(Video.channel_id)
         ).all():
-            stored[cid] = count
+            agg[cid] = {
+                "stored": n,
+                "last_video_at": last_up.isoformat() if last_up else None,
+                "total_duration_seconds": int(total_dur or 0),
+                "count_short": int(shorts),
+                "count_live": int(live),
+                "count_normal": max(0, int(n) - int(shorts) - int(live)),
+            }
 
     # Channels already in the *global* deep-backfill queue — i.e. at least one user (any
     # user) has requested full history and it isn't done yet. Their whole back-catalogue is
@@ -71,7 +88,12 @@ def list_channels(
             "thumbnail_url": ch.thumbnail_url,
             "subscriber_count": ch.subscriber_count,
             "video_count": ch.video_count,
-            "stored_videos": stored.get(ch.id, 0),
+            "stored_videos": (agg.get(ch.id) or {}).get("stored", 0),
+            "last_video_at": (agg.get(ch.id) or {}).get("last_video_at"),
+            "total_duration_seconds": (agg.get(ch.id) or {}).get("total_duration_seconds", 0),
+            "count_normal": (agg.get(ch.id) or {}).get("count_normal", 0),
+            "count_short": (agg.get(ch.id) or {}).get("count_short", 0),
+            "count_live": (agg.get(ch.id) or {}).get("count_live", 0),
             "priority": sub.priority,
             "hidden": sub.hidden,
             "deep_requested": sub.deep_requested,
diff --git a/frontend/src/components/Channels.tsx b/frontend/src/components/Channels.tsx
index e9eb9a0..5a4fb45 100644
--- a/frontend/src/components/Channels.tsx
+++ b/frontend/src/components/Channels.tsx
@@ -1,4 +1,4 @@
-import { useState } from "react";
+import { useEffect, useRef, useState } from "react";
 import { Trans, useTranslation } from "react-i18next";
 import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
 import {
@@ -15,7 +15,7 @@ import {
   X,
 } from "lucide-react";
 import { api, HttpError, type ManagedChannel, type Tag } from "../lib/api";
-import { formatEta } from "../lib/format";
+import { formatEta, formatViews, relativeTime } from "../lib/format";
 import { notify } from "../lib/notifications";
 import Tooltip from "./Tooltip";
 import Avatar from "./Avatar";
@@ -24,6 +24,13 @@ import { useConfirm } from "./ConfirmProvider";
 
 export type ChannelStatusFilter = "all" | "needs_full" | "fully_synced" | "hidden";
 
+// Compact total-duration label for a whole channel (hours-scale, so H:MM:SS would be huge).
+function fmtTotalDuration(sec: number): string {
+  if (!sec) return "—";
+  const h = Math.round(sec / 3600);
+  return h >= 1 ? `${h.toLocaleString()} h` : `${Math.max(1, Math.round(sec / 60))} m`;
+}
+
 const STATUS_FILTERS: { id: ChannelStatusFilter; labelKey: string }[] = [
   { id: "all", labelKey: "channels.filters.all" },
   { id: "needs_full", labelKey: "channels.filters.needsFull" },
@@ -231,7 +238,7 @@ export default function Channels({
       key: "stored",
       header: t("channels.cols.stored"),
       align: "right",
-      width: "84px",
+      nowrap: true,
       sortable: true,
       sortValue: (c) => c.stored_videos,
       render: (c) => <span className="text-muted tabular-nums">{c.stored_videos.toLocaleString()}</span>,
@@ -240,26 +247,54 @@ export default function Channels({
       key: "subs",
       header: t("channels.cols.subs"),
       align: "right",
-      width: "92px",
+      nowrap: true,
       sortable: true,
       sortValue: (c) => c.subscriber_count ?? -1,
       render: (c) => (
         <span className="text-muted tabular-nums">
-          {c.subscriber_count != null ? c.subscriber_count.toLocaleString() : "—"}
+          {c.subscriber_count != null ? formatViews(c.subscriber_count) : "—"}
         </span>
       ),
     },
+    {
+      key: "lastUpload",
+      header: t("channels.cols.lastUpload"),
+      nowrap: true,
+      sortable: true,
+      sortValue: (c) => (c.last_video_at ? new Date(c.last_video_at).getTime() : 0),
+      render: (c) => <span className="text-muted">{relativeTime(c.last_video_at) || "—"}</span>,
+    },
+    {
+      key: "length",
+      header: t("channels.cols.length"),
+      align: "right",
+      nowrap: true,
+      sortable: true,
+      sortValue: (c) => c.total_duration_seconds,
+      render: (c) => <span className="text-muted tabular-nums">{fmtTotalDuration(c.total_duration_seconds)}</span>,
+    },
+    {
+      key: "types",
+      header: t("channels.cols.types"),
+      nowrap: true,
+      render: (c) => (
+        <Tooltip hint={t("channels.cols.typesHint")}>
+          <span className="text-muted tabular-nums cursor-help">
+            {c.count_normal} / {c.count_short} / {c.count_live}
+          </span>
+        </Tooltip>
+      ),
+    },
     {
       key: "sync",
       header: t("channels.cols.sync"),
-      width: "130px",
+      nowrap: true,
       cardLabel: false,
       render: (c) => <SyncCell c={c} />,
     },
     {
       key: "tags",
       header: t("channels.cols.tags"),
-      width: "360px",
       cardLabel: false,
       filter: {
         kind: "multi",
@@ -279,6 +314,7 @@ export default function Channels({
       key: "actions",
       header: t("channels.cols.actions"),
       align: "right",
+      nowrap: true,
       width: "104px",
       cardLabel: false,
       render: (c) => (
@@ -574,25 +610,70 @@ function TagsCell({
   userTags: Tag[];
   onToggleTag: (tagId: number) => void;
 }) {
+  const { t } = useTranslation();
+  const [open, setOpen] = useState(false);
+  const ref = useRef<HTMLDivElement | null>(null);
+  useEffect(() => {
+    if (!open) return;
+    const onDown = (e: MouseEvent) => {
+      if (!ref.current?.contains(e.target as Node)) setOpen(false);
+    };
+    const onKey = (e: KeyboardEvent) => e.key === "Escape" && setOpen(false);
+    document.addEventListener("mousedown", onDown);
+    document.addEventListener("keydown", onKey);
+    return () => {
+      document.removeEventListener("mousedown", onDown);
+      document.removeEventListener("keydown", onKey);
+    };
+  }, [open]);
   if (userTags.length === 0) return null;
+  // Show only the tags actually attached to this channel; the “+” opens a per-channel
+  // picker to attach/detach (kept the convenient "kirakás" without listing every tag
+  // on every row). Tag create/delete still lives in the top "YOUR TAGS" row.
+  const attached = userTags.filter((tg) => c.tag_ids.includes(tg.id));
   return (
-    <div className="flex flex-wrap items-center gap-1">
-      {userTags.map((tg) => {
-        const on = c.tag_ids.includes(tg.id);
-        return (
-          <button
-            key={tg.id}
-            onClick={() => onToggleTag(tg.id)}
-            className={`text-[10px] px-1.5 py-0.5 rounded-full border transition ${
-              on
-                ? "bg-accent text-accent-fg border-accent"
-                : "bg-card border-border text-muted hover:border-accent"
-            }`}
-          >
-            {tg.name}
-          </button>
-        );
-      })}
+    <div ref={ref} className="relative flex flex-wrap items-center gap-1 min-w-[160px]">
+      {attached.map((tg) => (
+        <span
+          key={tg.id}
+          className="text-[10px] px-1.5 py-0.5 rounded-full bg-accent text-accent-fg border border-accent"
+        >
+          {tg.name}
+        </span>
+      ))}
+      <button
+        onClick={() => setOpen((o) => !o)}
+        title={t("channels.row.editTags")}
+        aria-label={t("channels.row.editTags")}
+        className="w-5 h-5 inline-flex items-center justify-center rounded-full border border-dashed border-border text-muted hover:text-accent hover:border-accent transition"
+      >
+        <Plus className="w-3 h-3" />
+      </button>
+      {open && (
+        <div className="glass-menu absolute left-0 top-full mt-1 z-30 w-44 rounded-xl p-1.5 animate-[popIn_0.16s_ease]">
+          {userTags.map((tg) => {
+            const on = c.tag_ids.includes(tg.id);
+            return (
+              <button
+                key={tg.id}
+                onClick={() => onToggleTag(tg.id)}
+                className={`w-full flex items-center gap-2 text-left text-xs px-2 py-1.5 rounded-md transition ${
+                  on ? "text-fg" : "text-muted hover:bg-card"
+                }`}
+              >
+                <span
+                  className={`w-3.5 h-3.5 rounded border flex items-center justify-center shrink-0 ${
+                    on ? "bg-accent border-accent text-accent-fg" : "border-border"
+                  }`}
+                >
+                  {on && <Check className="w-2.5 h-2.5" />}
+                </span>
+                {tg.name}
+              </button>
+            );
+          })}
+        </div>
+      )}
     </div>
   );
 }
diff --git a/frontend/src/i18n/locales/de/channels.json b/frontend/src/i18n/locales/de/channels.json
index 94bfd9a..fca4e28 100644
--- a/frontend/src/i18n/locales/de/channels.json
+++ b/frontend/src/i18n/locales/de/channels.json
@@ -29,6 +29,10 @@
     "channel": "Kanal",
     "stored": "Gespeichert",
     "subs": "Abonnenten",
+    "lastUpload": "Letzter Upload",
+    "length": "Länge",
+    "types": "N/S/L",
+    "typesHint": "Videos nach Typ: Normale / Shorts / Live",
     "sync": "Sync",
     "tags": "Tags",
     "actions": "Aktionen"
@@ -51,6 +55,7 @@
     "stored": "{{formatted}} gespeichert",
     "subs": "{{formatted}} Abonnenten",
     "openOnYouTube": "Auf YouTube öffnen",
+    "editTags": "Tags bearbeiten",
     "priorityHint": "Deine Einstufung für diesen Kanal. Sortiere den Feed nach „Kanalpriorität“, um Kanäle mit höherer Priorität nach oben zu bringen.",
     "raisePriority": "Priorität erhöhen",
     "lowerPriority": "Priorität senken",
diff --git a/frontend/src/i18n/locales/en/channels.json b/frontend/src/i18n/locales/en/channels.json
index f5adebd..182599b 100644
--- a/frontend/src/i18n/locales/en/channels.json
+++ b/frontend/src/i18n/locales/en/channels.json
@@ -29,6 +29,10 @@
     "channel": "Channel",
     "stored": "Stored",
     "subs": "Subscribers",
+    "lastUpload": "Last upload",
+    "length": "Length",
+    "types": "N/S/L",
+    "typesHint": "Videos by type: Normal / Shorts / Live",
     "sync": "Sync",
     "tags": "Tags",
     "actions": "Actions"
@@ -51,6 +55,7 @@
     "stored": "{{formatted}} stored",
     "subs": "{{formatted}} subs",
     "openOnYouTube": "Open on YouTube",
+    "editTags": "Edit tags",
     "priorityHint": "Your ranking for this channel. Sort the feed by “Channel priority” to bring higher-priority channels to the top.",
     "raisePriority": "Raise priority",
     "lowerPriority": "Lower priority",
diff --git a/frontend/src/i18n/locales/hu/channels.json b/frontend/src/i18n/locales/hu/channels.json
index 802bb13..b40c0b8 100644
--- a/frontend/src/i18n/locales/hu/channels.json
+++ b/frontend/src/i18n/locales/hu/channels.json
@@ -29,6 +29,10 @@
     "channel": "Csatorna",
     "stored": "Tárolt",
     "subs": "Feliratkozók",
+    "lastUpload": "Utolsó feltöltés",
+    "length": "Hossz",
+    "types": "N/S/L",
+    "typesHint": "Videók típusonként: Normál / Short / Live",
     "sync": "Szinkron",
     "tags": "Címkék",
     "actions": "Műveletek"
@@ -51,6 +55,7 @@
     "stored": "{{formatted}} tárolt",
     "subs": "{{formatted}} feliratkozó",
     "openOnYouTube": "Megnyitás a YouTube-on",
+    "editTags": "Címkék szerkesztése",
     "priorityHint": "A te rangsorod ehhez a csatornához. Rendezd a hírfolyamot „Csatorna prioritás” szerint, hogy a magasabb prioritású csatornák felülre kerüljenek.",
     "raisePriority": "Prioritás növelése",
     "lowerPriority": "Prioritás csökkentése",
diff --git a/frontend/src/lib/api.ts b/frontend/src/lib/api.ts
index e13f097..aa17661 100644
--- a/frontend/src/lib/api.ts
+++ b/frontend/src/lib/api.ts
@@ -293,6 +293,11 @@ export interface ManagedChannel {
   subscriber_count: number | null;
   video_count: number | null;
   stored_videos: number;
+  last_video_at: string | null;
+  total_duration_seconds: number;
+  count_normal: number;
+  count_short: number;
+  count_live: number;
   priority: number;
   hidden: boolean;
   deep_requested: boolean;