diff --git a/apps/frontend/src/renderer/__tests__/ui-charts.test.ts b/apps/frontend/src/renderer/__tests__/ui-charts.test.ts
index 723c7fe8a..8183d0d71 100644
--- a/apps/frontend/src/renderer/__tests__/ui-charts.test.ts
+++ b/apps/frontend/src/renderer/__tests__/ui-charts.test.ts
@@ -4,7 +4,7 @@
  */
 
 import { describe, expect, it } from 'vitest';
-import { pointsToArea, seriesToPoints } from '@auto-code/ui';
+import { barPercent, pointsToArea, seriesToPoints } from '@auto-code/ui';
 
 describe('seriesToPoints', () => {
   it('spreads points evenly across the width and inverts Y', () => {
@@ -50,3 +50,19 @@ describe('pointsToArea', () => {
     expect(pointsToArea('', 100, 40)).toBe('');
   });
 });
+
+describe('barPercent', () => {
+  it('returns the value share of the scale, clamped to 0-100', () => {
+    expect(barPercent(26, 26)).toBe(100);
+    expect(barPercent(13, 26)).toBe(50);
+    expect(barPercent(1, 26)).toBeCloseTo(3.85, 2);
+    expect(barPercent(40, 26)).toBe(100);
+  });
+
+  it('yields 0 for non-positive value or scale', () => {
+    expect(barPercent(0, 26)).toBe(0);
+    expect(barPercent(-5, 26)).toBe(0);
+    expect(barPercent(5, 0)).toBe(0);
+    expect(barPercent(Number.NaN, 26)).toBe(0);
+  });
+});
diff --git a/libs/ui/src/index.ts b/libs/ui/src/index.ts
index 3e36f74a4..5287c681c 100644
--- a/libs/ui/src/index.ts
+++ b/libs/ui/src/index.ts
@@ -16,7 +16,9 @@ export type {
 } from './primitives/LineChart';
 export { StatTile } from './primitives/StatTile';
 export type { StatTileProps, StatTileTone } from './primitives/StatTile';
-export { seriesToPoints, pointsToArea, CHART_TONE_VARS } from './primitives/charts';
+export { BarList } from './primitives/BarList';
+export type { BarListProps, BarListItem } from './primitives/BarList';
+export { seriesToPoints, pointsToArea, barPercent, CHART_TONE_VARS } from './primitives/charts';
 export type { ChartTone } from './primitives/charts';
 export { ThemeProvider, useTheme } from './theme/ThemeProvider';
 export type { Theme, ResolvedTheme, ThemeProviderProps } from './theme/ThemeProvider';
diff --git a/libs/ui/src/primitives/BarList.css b/libs/ui/src/primitives/BarList.css
new file mode 100644
index 000000000..ef1b72622
--- /dev/null
+++ b/libs/ui/src/primitives/BarList.css
@@ -0,0 +1,40 @@
+.ac-barlist {
+  list-style: none;
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+.ac-barlist__row {
+  display: grid;
+  grid-template-columns: minmax(80px, auto) minmax(0, 1fr) auto;
+  align-items: center;
+  gap: 10px;
+  font-size: 12px;
+}
+.ac-barlist__label {
+  color: var(--muted);
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+.ac-barlist__track {
+  height: 8px;
+  border-radius: 999px;
+  background: var(--rail);
+  overflow: hidden;
+}
+.ac-barlist__bar {
+  display: block;
+  height: 100%;
+  border-radius: 999px;
+  min-width: 2px;
+}
+.ac-barlist__value {
+  font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+  font-size: 11.5px;
+  color: var(--ink);
+  font-weight: 720;
+  text-align: right;
+}
diff --git a/libs/ui/src/primitives/BarList.stories.tsx b/libs/ui/src/primitives/BarList.stories.tsx
new file mode 100644
index 000000000..d15656a07
--- /dev/null
+++ b/libs/ui/src/primitives/BarList.stories.tsx
@@ -0,0 +1,44 @@
+import type { Meta, StoryObj } from '@storybook/react-vite';
+import { BarList } from './BarList';
+
+const meta = {
+  title: 'Primitives/BarList',
+  component: BarList,
+  decorators: [
+    (Story) => (
+      <div style={{ maxWidth: 360, padding: 16 }}>
+        <Story />
+      </div>
+    ),
+  ],
+  args: {
+    ariaLabel: 'PR size distribution',
+    items: [
+      { label: 'XS <50', value: 26, tone: 'good' },
+      { label: 'S 50–200', value: 21, tone: 'good' },
+      { label: 'M 200–500', value: 10, tone: 'info' },
+      { label: 'L 500–1k', value: 4, tone: 'warn' },
+      { label: 'XL >1k', value: 1, tone: 'bad' },
+    ],
+  },
+} satisfies Meta<typeof BarList>;
+
+export default meta;
+type Story = StoryObj<typeof meta>;
+
+export const Distribution: Story = {};
+
+export const WithValueLabels: Story = {
+  args: {
+    ariaLabel: 'Tokens by model',
+    items: [
+      { label: 'Sonnet 4.6', value: 1_240_000, valueLabel: '1.2M', tone: 'info' },
+      { label: 'Haiku 4.5', value: 680_000, valueLabel: '680k', tone: 'good' },
+      { label: 'Opus 4.8', value: 210_000, valueLabel: '210k', tone: 'warn' },
+    ],
+  },
+};
+
+export const SingleRow: Story = {
+  args: { ariaLabel: 'One category', items: [{ label: 'Only', value: 7 }] },
+};
diff --git a/libs/ui/src/primitives/BarList.tsx b/libs/ui/src/primitives/BarList.tsx
new file mode 100644
index 000000000..08bca9cdf
--- /dev/null
+++ b/libs/ui/src/primitives/BarList.tsx
@@ -0,0 +1,66 @@
+import { CHART_TONE_VARS, barPercent, type ChartTone } from './charts';
+import './BarList.css';
+
+export interface BarListItem {
+  label: string;
+  value: number;
+  /** Pre-formatted value shown at the row end; defaults to the raw value. */
+  valueLabel?: string;
+  tone?: ChartTone;
+}
+
+export interface BarListProps {
+  items: readonly BarListItem[];
+  /** Bar scale maximum; defaults to the largest item value (min 1). */
+  max?: number;
+  /** Accessible name for the whole list (rendered on the <ul>). */
+  ariaLabel?: string;
+  className?: string;
+}
+
+/**
+ * Horizontal distribution bars — one labeled row per category with a
+ * proportional bar and a trailing value, mirroring the `.lazyweb` histogram
+ * rows. Ideal for `Record<string, number>` breakdowns (PR sizes, per-model
+ * usage, error patterns). The bar is decorative; the label and value are real
+ * text, so no extra ARIA is needed on each row.
+ */
+export function BarList({
+  items,
+  max,
+  ariaLabel,
+  className,
+}: Readonly<BarListProps>) {
+  const scale = Math.max(
+    1,
+    max ?? items.reduce((peak, item) => Math.max(peak, item.value), 0),
+  );
+
+  return (
+    <ul
+      className={`ac-barlist${className != null ? ` ${className}` : ''}`}
+      aria-label={ariaLabel}
+    >
+      {items.map((item) => {
+        const pct = barPercent(item.value, scale);
+        return (
+          <li key={item.label} className="ac-barlist__row">
+            <span className="ac-barlist__label">{item.label}</span>
+            <span className="ac-barlist__track" aria-hidden="true">
+              <span
+                className="ac-barlist__bar"
+                style={{
+                  width: `${pct}%`,
+                  background: CHART_TONE_VARS[item.tone ?? 'info'],
+                }}
+              />
+            </span>
+            <span className="ac-barlist__value">
+              {item.valueLabel ?? String(item.value)}
+            </span>
+          </li>
+        );
+      })}
+    </ul>
+  );
+}
diff --git a/libs/ui/src/primitives/charts.ts b/libs/ui/src/primitives/charts.ts
index 62fc78de4..e49f8588f 100644
--- a/libs/ui/src/primitives/charts.ts
+++ b/libs/ui/src/primitives/charts.ts
@@ -50,3 +50,12 @@ export function pointsToArea(
 function round(n: number): number {
   return Math.round(n * 100) / 100;
 }
+
+/**
+ * A value's share of `scale` as a 0–100 percent, clamped. Used by BarList to
+ * size each row's bar; negative values and a non-positive scale yield 0.
+ */
+export function barPercent(value: number, scale: number): number {
+  if (!Number.isFinite(value) || value <= 0 || scale <= 0) return 0;
+  return Math.min(100, (value / scale) * 100);
+}