diff --git a/frontend/src/pages/artist.rs b/frontend/src/pages/artist.rs
index 8238763..737b90d 100644
--- a/frontend/src/pages/artist.rs
+++ b/frontend/src/pages/artist.rs
@@ -383,6 +383,35 @@ pub fn artist_page(props: &Props) -> Html {
 
                             let tc = album.track_count;
 
+                            // Progress bar styles
+                            let owned_pct = if tc > 0 {
+                                (album.owned_tracks as f64 / tc as f64 * 100.0) as u32
+                            } else {
+                                0
+                            };
+                            let owned_color = if album.owned_tracks >= tc && tc > 0 {
+                                "var(--success)"
+                            } else if album.owned_tracks > 0 {
+                                "var(--warning)"
+                            } else {
+                                "var(--text-muted)"
+                            };
+                            let owned_bar_style =
+                                format!("width:{owned_pct}%;background:{owned_color};");
+
+                            let watched_pct = if tc > 0 {
+                                (album.watched_tracks as f64 / tc as f64 * 100.0) as u32
+                            } else {
+                                0
+                            };
+                            let watched_color = if album.watched_tracks > 0 {
+                                "var(--accent)"
+                            } else {
+                                "var(--text-muted)"
+                            };
+                            let watched_bar_style =
+                                format!("width:{watched_pct}%;background:{watched_color};");
+
                             // Watch/Unwatch buttons for albums — show both when partially watched
                             let is_fully_owned = album.status == "owned";
                             let is_album_watched = album.status != "unwatched";
@@ -473,23 +502,18 @@ pub fn artist_page(props: &Props) -> Html {
                                     <td class="text-muted">{ album.date.as_deref().unwrap_or("") }</td>
                                     <td>
                                         if tc > 0 {
-                                            <span class="text-sm" style={
-                                                if album.owned_tracks >= tc { "color: var(--success);" }
-                                                else if album.owned_tracks > 0 { "color: var(--warning);" }
-                                                else { "color: var(--text-muted);" }
-                                            }>
-                                                { format!("{}/{}", album.owned_tracks, tc) }
-                                            </span>
+                                            <div class="progress-bar-wrap">
+                                                <div class="progress-bar-fill" style={owned_bar_style}></div>
+                                                <span class="progress-bar-text">{ format!("{}/{}", album.owned_tracks, tc) }</span>
+                                            </div>
                                         }
                                     </td>
                                     <td>
                                         if tc > 0 {
-                                            <span class="text-sm" style={
-                                                if album.watched_tracks > 0 { "color: var(--accent);" }
-                                                else { "color: var(--text-muted);" }
-                                            }>
-                                                { format!("{}/{}", album.watched_tracks, tc) }
-                                            </span>
+                                            <div class="progress-bar-wrap">
+                                                <div class="progress-bar-fill" style={watched_bar_style}></div>
+                                                <span class="progress-bar-text">{ format!("{}/{}", album.watched_tracks, tc) }</span>
+                                            </div>
                                         }
                                     </td>
                                     <td>{ watch_btn }</td>
diff --git a/frontend/src/pages/library.rs b/frontend/src/pages/library.rs
index 04e5246..113a920 100644
--- a/frontend/src/pages/library.rs
+++ b/frontend/src/pages/library.rs
@@ -57,7 +57,6 @@ pub fn library_page() -> Html {
                             <th>{ "Monitored" }</th>
                             <th>{ "Owned" }</th>
                             <th>{ "Watched" }</th>
-                            <th>{ "Tracks" }</th>
                             <th></th>
                         </tr>
                     </thead>
@@ -134,6 +133,29 @@ pub fn library_page() -> Html {
                                 })
                             };
 
+                            // Pre-compute progress bar styles
+                            let owned_pct = if a.total_watched > 0 {
+                                (a.total_owned as f64 / a.total_watched as f64 * 100.0) as u32
+                            } else {
+                                0
+                            };
+                            let owned_color = if a.total_owned >= a.total_watched && a.total_watched > 0 {
+                                "var(--success)"
+                            } else if a.total_owned > 0 {
+                                "var(--warning)"
+                            } else {
+                                "var(--text-muted)"
+                            };
+                            let owned_bar_style = format!("width:{owned_pct}%;background:{owned_color};");
+
+                            let watched_pct = if a.total_items > 0 {
+                                (a.total_watched as f64 / a.total_items as f64 * 100.0) as u32
+                            } else {
+                                0
+                            };
+                            let watched_color = if a.total_watched > 0 { "var(--accent)" } else { "var(--text-muted)" };
+                            let watched_bar_style = format!("width:{watched_pct}%;background:{watched_color};");
+
                             html! {
                             <tr>
                                 <td>
@@ -148,32 +170,22 @@ pub fn library_page() -> Html {
                                 </td>
                                 if a.enriched {
                                     <td>
-                                        <span class="text-sm" style={
-                                            if a.total_owned >= a.total_watched && a.total_watched > 0 { "color: var(--success);" }
-                                            else if a.total_owned > 0 { "color: var(--warning);" }
-                                            else { "color: var(--text-muted);" }
-                                        }>
-                                            { format!("{}/{}", a.total_owned, a.total_watched) }
-                                        </span>
+                                        <div class="progress-bar-wrap">
+                                            <div class="progress-bar-fill" style={owned_bar_style.clone()}></div>
+                                            <span class="progress-bar-text">{ format!("{}/{}", a.total_owned, a.total_watched) }</span>
+                                        </div>
                                     </td>
                                     <td>
-                                        <span class="text-sm" style={
-                                            if a.total_watched > 0 { "color: var(--accent);" }
-                                            else { "color: var(--text-muted);" }
-                                        }>
-                                            { format!("{}/{}", a.total_watched, a.total_items) }
-                                        </span>
+                                        <div class="progress-bar-wrap">
+                                            <div class="progress-bar-fill" style={watched_bar_style.clone()}></div>
+                                            <span class="progress-bar-text">{ format!("{}/{}", a.total_watched, a.total_items) }</span>
+                                        </div>
                                     </td>
                                 } else {
                                     <td colspan="2" class="text-sm text-muted loading">
                                         { "Awaiting artist enrichment..." }
                                     </td>
                                 }
-                                <td class="text-muted text-sm">
-                                    if a.enriched && a.total_items > 0 {
-                                        { a.total_items }
-                                    }
-                                </td>
                                 <td class="actions">
                                     <button class="btn btn-sm btn-lib"
                                         onclick={on_watch}
diff --git a/frontend/style.css b/frontend/style.css
index a17b03c..f119d19 100644
--- a/frontend/style.css
+++ b/frontend/style.css
@@ -228,7 +228,7 @@ a:hover { color: var(--accent-hover); }
 /* Tables */
 table { width: 100%; border-collapse: collapse; }
 th, td { text-align: left; padding: 0.75rem; border-bottom: 1px solid var(--border); }
-th { color: var(--text-secondary); font-weight: 600; font-size: 0.85rem; text-transform: uppercase; }
+th { color: var(--text-secondary); font-weight: 600; font-size: 0.85rem; text-transform: uppercase; text-align: center; }
 tr:hover { background: var(--bg-card); }
 
 /* Buttons */
@@ -248,6 +248,36 @@ tr:hover { background: var(--bg-card); }
 .btn-danger { background: var(--danger); color: white; }
 .btn-secondary { background: var(--bg-card); color: var(--text-primary); border: 1px solid var(--border); }
 .btn-sm { padding: 0.25rem 0.5rem; font-size: 0.8rem; }
+/* Progress bars for library columns */
+.progress-bar-wrap {
+    position: relative;
+    background: var(--bg-card);
+    border-radius: 4px;
+    height: 1.4rem;
+    min-width: 4.5rem;
+    overflow: hidden;
+}
+.progress-bar-fill {
+    position: absolute;
+    top: 0;
+    left: 0;
+    height: 100%;
+    border-radius: 4px;
+    opacity: 0.3;
+    transition: width 0.3s ease;
+}
+.progress-bar-text {
+    position: relative;
+    z-index: 1;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    height: 100%;
+    font-size: 0.8rem;
+    font-weight: 600;
+    color: var(--text-primary);
+}
+
 .btn-fixed { min-width: 5.5rem; text-align: center; }
 .btn-lib { min-width: 4.5rem; text-align: center; padding-left: 0.25rem; padding-right: 0.25rem; }