diff --git a/lib/music_library/records.ex b/lib/music_library/records.ex
index 02745507..4f05cc69 100644
--- a/lib/music_library/records.ex
+++ b/lib/music_library/records.ex
@@ -267,4 +267,38 @@ defmodule MusicLibrary.Records do
   def change_record(%Record{} = record, attrs \\ %{}) do
     Record.changeset(record, attrs)
   end
+
+  @doc """
+  Returns a list of tuples containing artist names and their record count,
+  ordered by count in descending order.
+  """
+  def count_records_by_artist do
+    q =
+      from r in fragment("""
+           select json_extract(artist.value, '$.name') as name, count(1) as count
+           from records, json_each(records.artists) artist
+           group by name
+           order by count desc
+           """),
+           select: {fragment("name"), fragment("count")}
+
+    Repo.all(q)
+  end
+
+  @doc """
+  Returns a list of tuples containing genre names and their record count,
+  ordered by count in descending order.
+  """
+  def count_records_by_genre do
+    q =
+      from r in fragment("""
+           select genre.value as name, count(1) as count
+           from records, json_each(records.genres) genre
+           group by name
+           order by count desc
+           """),
+           select: {fragment("name"), fragment("count")}
+
+    Repo.all(q)
+  end
 end
diff --git a/lib/music_library_web/components/chart_components.ex b/lib/music_library_web/components/chart_components.ex
new file mode 100644
index 00000000..c6bffe92
--- /dev/null
+++ b/lib/music_library_web/components/chart_components.ex
@@ -0,0 +1,122 @@
+defmodule MusicLibraryWeb.ChartComponents do
+  use Phoenix.Component
+
+  @doc """
+  Renders a horizontal bar chart.
+
+  ## Examples
+      <.vertical_bar_chart
+        data={[{"Artist 1", 5}, {"Artist 2", 3}]}
+        width={400}
+        height={300}
+        bar_color="rgb(79, 70, 229)"
+      />
+  """
+  attr :data, :list, required: true, doc: "List of {label, value} tuples"
+  attr :width, :integer, default: 400
+  attr :height, :integer, default: 300
+  attr :bar_color, :string, default: "rgb(79, 70, 229)"
+  attr :class, :string, default: ""
+
+  def vertical_bar_chart(assigns) do
+    assigns =
+      assigns
+      |> assign(:padding, 40)
+      |> assign(:max_value, max_value(assigns.data))
+      # Account for labels
+      |> assign(:chart_width, assigns.width - 150)
+      # Account for bottom padding
+      |> assign(:chart_height, assigns.height - 40)
+      |> assign(:bar_height, calculate_bar_height(assigns.data, assigns.height - 40))
+
+    ~H"""
+    <svg class={@class} width={@width} height={@height}>
+      <%!-- X-axis labels and lines --%>
+      <%= for {value, x} <- x_axis_values(@max_value, @chart_width) do %>
+        <text
+          x={x + 150}
+          y={@height - 10}
+          text-anchor="middle"
+          class="text-xs fill-zinc-500 dark:fill-zinc-400"
+        >
+          {value}
+        </text>
+        <line
+          x1={x + 150}
+          y1={@padding / 2}
+          x2={x + 150}
+          y2={@height - @padding / 2}
+          stroke="rgb(228, 228, 231)"
+          stroke-width="1"
+          stroke-dasharray="4,4"
+        />
+      <% end %>
+
+      <%!-- Bars and labels --%>
+      <%= for {{label, value}, index} <- Enum.with_index(@data) do %>
+        <% bar_width = @chart_width * value / @max_value %>
+        <% y = @padding / 2 + index * (@bar_height + 4) %>
+
+        <%!-- Label --%>
+        <text
+          x="140"
+          y={y + @bar_height / 2 + 4}
+          text-anchor="end"
+          class="text-xs fill-zinc-500 dark:fill-zinc-400"
+        >
+          {truncate_label(label, 20)}
+        </text>
+
+        <%!-- Bar --%>
+        <rect
+          x="150"
+          y={y}
+          width={bar_width}
+          height={@bar_height}
+          fill={@bar_color}
+          class="opacity-80 hover:opacity-100 transition-opacity"
+        >
+          <title>{label}: {value}</title>
+        </rect>
+
+        <%!-- Value label --%>
+        <text
+          x={150 + bar_width + 5}
+          y={y + @bar_height / 2 + 4}
+          class="text-xs fill-zinc-500 dark:fill-zinc-400"
+        >
+          {value}
+        </text>
+      <% end %>
+    </svg>
+    """
+  end
+
+  defp max_value(data) do
+    {_, max} = Enum.max_by(data, fn {_, value} -> value end)
+    max
+  end
+
+  defp calculate_bar_height(data, available_height) do
+    bar_count = length(data)
+    max_height = min(30, (available_height - (bar_count - 1) * 4) / bar_count)
+    max(20, max_height) |> trunc()
+  end
+
+  defp x_axis_values(max_value, width) do
+    step = max_value / 5
+
+    0..5
+    |> Enum.map(fn i ->
+      value = i * step
+      x = i * width / 5
+      {trunc(value), trunc(x)}
+    end)
+  end
+
+  defp truncate_label(label, max_length) when byte_size(label) > max_length do
+    String.slice(label, 0, max_length - 2) <> ".."
+  end
+
+  defp truncate_label(label, _), do: label
+end
diff --git a/lib/music_library_web/live/stats_live/index.ex b/lib/music_library_web/live/stats_live/index.ex
index 64d92166..d3b72030 100644
--- a/lib/music_library_web/live/stats_live/index.ex
+++ b/lib/music_library_web/live/stats_live/index.ex
@@ -3,6 +3,7 @@ defmodule MusicLibraryWeb.StatsLive.Index do
 
   import MusicLibraryWeb.DataComponents
   import MusicLibraryWeb.RecordComponents, only: [format_label: 1, type_label: 1]
+  import MusicLibraryWeb.ChartComponents
 
   alias MusicLibrary.{Artists, Collection, Records, Wishlist}
 
@@ -28,7 +29,9 @@ defmodule MusicLibraryWeb.StatsLive.Index do
        scrobble_activity_mode: :albums,
        latest_record: latest_record,
        page_title: gettext("Stats"),
-       nav_section: :stats
+       nav_section: :stats,
+       records_by_artist: Records.count_records_by_artist(),
+       records_by_genre: Records.count_records_by_genre()
      )}
   end
 
diff --git a/lib/music_library_web/live/stats_live/index.html.heex b/lib/music_library_web/live/stats_live/index.html.heex
index 464db744..3858f1e6 100644
--- a/lib/music_library_web/live/stats_live/index.html.heex
+++ b/lib/music_library_web/live/stats_live/index.html.heex
@@ -68,6 +68,38 @@
   </dl>
 </div>
 
+<div class="mt-5 grid grid-cols-1 lg:grid-cols-2 gap-5">
+  <div>
+    <h1 class="text-base lg:text-2xl text-zinc-900 dark:text-zinc-200 font-semibold">
+      {gettext("Records by Artist")}
+    </h1>
+    <div class="mt-5 bg-white dark:bg-zinc-800 rounded-md shadow-sm p-4">
+      <.vertical_bar_chart
+        data={@records_by_artist}
+        width={600}
+        height={600}
+        bar_color="rgb(79, 70, 229)"
+        class="w-full"
+      />
+    </div>
+  </div>
+
+  <div>
+    <h1 class="text-base lg:text-2xl text-zinc-900 dark:text-zinc-200 font-semibold">
+      {gettext("Records by Genre")}
+    </h1>
+    <div class="mt-5 bg-white dark:bg-zinc-800 rounded-md shadow-sm p-4">
+      <.vertical_bar_chart
+        data={@records_by_genre}
+        width={600}
+        height={600}
+        bar_color="rgb(244, 63, 94)"
+        class="w-full"
+      />
+    </div>
+  </div>
+</div>
+
 <div class="flow-root">
   <div class="mt-5 flex justify-between items-center">
     <h1 class="text-base lg:text-2xl text-zinc-900 dark:text-zinc-200 font-semibold">
diff --git a/priv/gettext/default.pot b/priv/gettext/default.pot
index 5d25e8a9..04e4c46c 100644
--- a/priv/gettext/default.pot
+++ b/priv/gettext/default.pot
@@ -691,3 +691,13 @@ msgstr ""
 #, elixir-autogen, elixir-format
 msgid "Tracks"
 msgstr ""
+
+#: lib/music_library_web/live/stats_live/index.html.heex
+#, elixir-autogen, elixir-format
+msgid "Records by Artist"
+msgstr ""
+
+#: lib/music_library_web/live/stats_live/index.html.heex
+#, elixir-autogen, elixir-format
+msgid "Records by Genre"
+msgstr ""