diff --git a/apps/desktop/src/app/command-palette/index.tsx b/apps/desktop/src/app/command-palette/index.tsx
index d53b3199dc1..a0279c495ee 100644
--- a/apps/desktop/src/app/command-palette/index.tsx
+++ b/apps/desktop/src/app/command-palette/index.tsx
@@ -7,6 +7,7 @@ import { useNavigate } from 'react-router-dom'
 import { HUD_HEADING, HUD_ITEM, HUD_POSITION, HUD_SURFACE, HUD_TEXT } from '@/app/floating-hud'
 import { setTerminalTakeover } from '@/app/right-sidebar/store'
 import { Command, CommandGroup, CommandInput, CommandItem, CommandList } from '@/components/ui/command'
+import { HighlightMatches } from '@/components/ui/highlight-matches'
 import { KbdCombo } from '@/components/ui/kbd'
 import { getHermesConfigRecord, listAllProfileSessions } from '@/hermes'
 import { useI18n } from '@/i18n'
@@ -233,12 +234,14 @@ const PaletteRow = memo(function PaletteRow({
   bindings,
   item,
   onSelectMods,
-  onSelectItem
+  onSelectItem,
+  search
 }: {
   bindings: Record<string, string[]>
   item: PaletteItem
   onSelectMods: (event: { ctrlKey: boolean; metaKey: boolean; shiftKey: boolean }) => void
   onSelectItem: (item: PaletteItem) => void
+  search: string
 }) {
   const Icon = item.icon
   const combo = item.action ? bindings[item.action]?.[0] : undefined
@@ -252,7 +255,11 @@ const PaletteRow = memo(function PaletteRow({
       value={paletteValue(item)}
     >
       <Icon className="size-3.5 shrink-0 text-muted-foreground" />
-      <span className="truncate">{item.label}</span>
+      <span className="truncate">
+        {/* Same per-term split as scoreItem's AND matcher, so the emphasis
+            shows exactly which words earned the row its rank. */}
+        <HighlightMatches query={search.split(/\s+/)} text={item.label} />
+      </span>
       {item.detail && <span className="truncate text-muted-foreground/80">{item.detail}</span>}
       {combo && <KbdCombo className="ml-auto opacity-55" combo={combo} size="sm" />}
       {item.to && <ChevronRight className={cn('size-3.5 shrink-0 text-muted-foreground/70', !combo && 'ml-auto')} />}
@@ -1078,6 +1085,7 @@ export function CommandPalette() {
                           key={item.id}
                           onSelectItem={handleSelect}
                           onSelectMods={noteSelectMods}
+                          search={search}
                         />
                       ))}
                     </CommandGroup>
diff --git a/apps/desktop/src/components/model-picker.tsx b/apps/desktop/src/components/model-picker.tsx
index b38630d7e9b..c013bf9b4c3 100644
--- a/apps/desktop/src/components/model-picker.tsx
+++ b/apps/desktop/src/components/model-picker.tsx
@@ -16,6 +16,7 @@ import { InlineNotice } from './notifications'
 import { Button } from './ui/button'
 import { Command, CommandEmpty, CommandGroup, CommandInput, CommandItem, CommandList } from './ui/command'
 import { Dialog, DialogContent, DialogDescription, DialogFooter, DialogHeader, DialogTitle } from './ui/dialog'
+import { HighlightMatches } from './ui/highlight-matches'
 import { Skeleton } from './ui/skeleton'
 
 interface ModelPickerDialogProps {
@@ -225,7 +226,9 @@ function ModelResults({
                   }}
                   value={`${provider.slug}:${model}`}
                 >
-                  <span className="min-w-0 flex-1 truncate">{model}</span>
+                  <span className="min-w-0 flex-1 truncate">
+                    <HighlightMatches query={search} text={model} />
+                  </span>
                   {locked && (
                     <span className="shrink-0 text-[0.62rem] uppercase tracking-wide opacity-80">{copy.pro}</span>
                   )}
diff --git a/apps/desktop/src/components/model-visibility-dialog.tsx b/apps/desktop/src/components/model-visibility-dialog.tsx
index 1ab38d51bd4..cc4d58bd11d 100644
--- a/apps/desktop/src/components/model-visibility-dialog.tsx
+++ b/apps/desktop/src/components/model-visibility-dialog.tsx
@@ -7,6 +7,7 @@ import { Checkbox } from '@/components/ui/checkbox'
 import { Dialog, DialogContent, DialogHeader, DialogTitle } from '@/components/ui/dialog'
 import { DisclosureCaret } from '@/components/ui/disclosure-caret'
 import { GlyphSpinner } from '@/components/ui/glyph-spinner'
+import { HighlightMatches } from '@/components/ui/highlight-matches'
 import { Switch } from '@/components/ui/switch'
 import type { HermesGateway } from '@/hermes'
 import { useI18n } from '@/i18n'
@@ -125,7 +126,9 @@ export function ModelVisibilityDialog({
                       onClick={() => toggleCollapsedProvider(provider.slug)}
                       type="button"
                     >
-                      <span className="min-w-0 truncate">{provider.name}</span>
+                      <span className="min-w-0 truncate">
+                        <HighlightMatches query={search} text={provider.name} />
+                      </span>
                       <DisclosureCaret
                         className="shrink-0 opacity-0 transition group-hover/label:opacity-100"
                         open={!collapsed}
@@ -145,7 +148,7 @@ export function ModelVisibilityDialog({
                           key={key}
                         >
                           <span className="min-w-0 flex-1 truncate">
-                            {name}
+                            <HighlightMatches query={search} text={name} />
                             {tag ? <span className="text-(--ui-text-tertiary)"> {tag}</span> : null}
                           </span>
                           <Switch
diff --git a/apps/desktop/src/components/ui/highlight-matches.test.tsx b/apps/desktop/src/components/ui/highlight-matches.test.tsx
new file mode 100644
index 00000000000..2c9f158c750
--- /dev/null
+++ b/apps/desktop/src/components/ui/highlight-matches.test.tsx
@@ -0,0 +1,45 @@
+import { render } from '@testing-library/react'
+import { describe, expect, it } from 'vitest'
+
+import { HighlightMatches } from './highlight-matches'
+
+const marksOf = (container: HTMLElement) => Array.from(container.querySelectorAll('mark')).map(m => m.textContent)
+
+describe('HighlightMatches', () => {
+  it('wraps every case-insensitive occurrence in a <mark> without altering the text', () => {
+    const { container } = render(<HighlightMatches query="ro" text="Grok 4.5 Retro" />)
+
+    expect(container.textContent).toBe('Grok 4.5 Retro')
+    expect(marksOf(container)).toEqual(['ro', 'ro'])
+  })
+
+  it('renders plain text when the query is empty or does not occur in this label', () => {
+    // Non-occurrence matters: rows can match the filter on id/slug while the
+    // display label contains no occurrence — must not crash or mis-mark.
+    for (const query of ['', '   ', 'zzz']) {
+      const { container } = render(<HighlightMatches query={query} text="Fable 5" />)
+
+      expect(container.textContent).toBe('Fable 5')
+      expect(container.querySelector('mark')).toBeNull()
+    }
+  })
+
+  it('normalizes the query the same way the pickers filter (trim + lowercase)', () => {
+    const { container } = render(<HighlightMatches query="  GROK " text="grok-4.5" />)
+
+    expect(marksOf(container)).toEqual(['grok'])
+  })
+
+  it('marks every term of a multi-term query (palette AND semantics)', () => {
+    const { container } = render(<HighlightMatches query={['open', 'set']} text="Open Settings" />)
+
+    expect(container.textContent).toBe('Open Settings')
+    expect(marksOf(container)).toEqual(['Open', 'Set'])
+  })
+
+  it('merges overlapping and adjacent term ranges into one mark', () => {
+    const { container } = render(<HighlightMatches query={['gro', 'rok']} text="Grok" />)
+
+    expect(marksOf(container)).toEqual(['Grok'])
+  })
+})
diff --git a/apps/desktop/src/components/ui/highlight-matches.tsx b/apps/desktop/src/components/ui/highlight-matches.tsx
new file mode 100644
index 00000000000..2d05ebc0667
--- /dev/null
+++ b/apps/desktop/src/components/ui/highlight-matches.tsx
@@ -0,0 +1,91 @@
+import type { ReactNode } from 'react'
+
+import { normalize } from '@/lib/text'
+import { cn } from '@/lib/utils'
+
+/**
+ * Emphasize every case-insensitive occurrence of `query` inside `text` — the
+ * "why is this row in my filtered list" affordance for searchable pickers.
+ * Renders semantic `<mark>`s (screen readers announce them as highlighted)
+ * restyled to the accent token instead of the browser's yellow slab, so the
+ * emphasis reads as text hierarchy, not a highlighter pen.
+ *
+ * The query must mirror the surface's OWN filter semantics, or the emphasis
+ * lies about why a row matched:
+ * - a string for literal-substring filters (the model pickers) — spaces and
+ *   all, exactly what `.includes()` saw;
+ * - a string[] for per-term AND matchers (the command palette) — every term
+ *   is marked wherever it occurs, overlapping/adjacent ranges merged.
+ */
+export function HighlightMatches({
+  className,
+  query,
+  text
+}: {
+  className?: string
+  query: string | string[]
+  text: string
+}) {
+  const terms = (Array.isArray(query) ? query : [query]).map(normalize).filter(Boolean)
+
+  if (terms.length === 0) {
+    return <>{text}</>
+  }
+
+  const ranges = matchRanges(text.toLowerCase(), terms)
+
+  if (ranges.length === 0) {
+    // No occurrence (the row matched on its id/slug/keywords, not this label).
+    return <>{text}</>
+  }
+
+  const parts: ReactNode[] = []
+  let cursor = 0
+
+  for (const [start, end] of ranges) {
+    if (start > cursor) {
+      parts.push(text.slice(cursor, start))
+    }
+
+    parts.push(
+      <mark className={cn('bg-transparent font-medium text-(--ui-accent)', className)} key={start}>
+        {text.slice(start, end)}
+      </mark>
+    )
+
+    cursor = end
+  }
+
+  if (cursor < text.length) {
+    parts.push(text.slice(cursor))
+  }
+
+  return <>{parts}</>
+}
+
+/** All occurrences of every term in `lower`, as sorted, merged [start, end). */
+function matchRanges(lower: string, terms: string[]): Array<[number, number]> {
+  const raw: Array<[number, number]> = []
+
+  for (const term of terms) {
+    for (let index = lower.indexOf(term); index >= 0; index = lower.indexOf(term, index + 1)) {
+      raw.push([index, index + term.length])
+    }
+  }
+
+  raw.sort((a, b) => a[0] - b[0] || a[1] - b[1])
+
+  const merged: Array<[number, number]> = []
+
+  for (const [start, end] of raw) {
+    const last = merged[merged.length - 1]
+
+    if (last && start <= last[1]) {
+      last[1] = Math.max(last[1], end)
+    } else {
+      merged.push([start, end])
+    }
+  }
+
+  return merged
+}