diff --git a/src/lib/litegraph/src/subgraph/SubgraphNode.ts b/src/lib/litegraph/src/subgraph/SubgraphNode.ts
index 08a322887f..8dd3c95c6b 100644
--- a/src/lib/litegraph/src/subgraph/SubgraphNode.ts
+++ b/src/lib/litegraph/src/subgraph/SubgraphNode.ts
@@ -42,11 +42,16 @@ import { ExecutableNodeDTO } from './ExecutableNodeDTO'
 import type { ExecutableLGraphNode, ExecutionId } from './ExecutableNodeDTO'
 import { PromotedWidgetViewManager } from './PromotedWidgetViewManager'
 import type { SubgraphInput } from './SubgraphInput'
+import { createBitmapCache } from './svgBitmapCache'
 
 const workflowSvg = new Image()
 workflowSvg.src =
   "data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' width='16' height='16'%3E%3Csvg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 16 16'%3E%3Cpath stroke='white' stroke-linecap='round' stroke-width='1.3' d='M9.18613 3.09999H6.81377M9.18613 12.9H7.55288c-3.08678 0-5.35171-2.99581-4.60305-6.08843l.3054-1.26158M14.7486 2.1721l-.5931 2.45c-.132.54533-.6065.92789-1.1508.92789h-2.2993c-.77173 0-1.33797-.74895-1.1508-1.5221l.5931-2.45c.132-.54533.6065-.9279 1.1508-.9279h2.2993c.7717 0 1.3379.74896 1.1508 1.52211Zm-8.3033 0-.59309 2.45c-.13201.54533-.60646.92789-1.15076.92789H2.4021c-.7717 0-1.33793-.74895-1.15077-1.5221l.59309-2.45c.13201-.54533.60647-.9279 1.15077-.9279h2.29935c.77169 0 1.33792.74896 1.15076 1.52211Zm8.3033 9.8-.5931 2.45c-.132.5453-.6065.9279-1.1508.9279h-2.2993c-.77173 0-1.33797-.749-1.1508-1.5221l.5931-2.45c.132-.5453.6065-.9279 1.1508-.9279h2.2993c.7717 0 1.3379.7489 1.1508 1.5221Z'/%3E%3C/svg%3E %3C/svg%3E"
 
+// Pre-rasterize the SVG to a bitmap canvas to avoid Firefox re-processing
+// the SVG's internal stylesheet on every ctx.drawImage() call per frame.
+const workflowBitmapCache = createBitmapCache(workflowSvg, 32)
+
 /**
  * An instance of a {@link Subgraph}, displayed as a node on the containing (parent) graph.
  */
@@ -726,7 +731,13 @@ export class SubgraphNode extends LGraphNode implements BaseLGraph {
     if (!low_quality) {
       ctx.translate(25, 23)
       ctx.scale(-1.5, 1.5)
-      ctx.drawImage(workflowSvg, 0, -title_height, box_size, box_size)
+      ctx.drawImage(
+        workflowBitmapCache.get(),
+        0,
+        -title_height,
+        box_size,
+        box_size
+      )
     }
     ctx.restore()
   }
diff --git a/src/lib/litegraph/src/subgraph/svgBitmapCache.test.ts b/src/lib/litegraph/src/subgraph/svgBitmapCache.test.ts
new file mode 100644
index 0000000000..15a28f5aa7
--- /dev/null
+++ b/src/lib/litegraph/src/subgraph/svgBitmapCache.test.ts
@@ -0,0 +1,93 @@
+import { describe, expect, it, vi } from 'vitest'
+
+import { createBitmapCache } from './svgBitmapCache'
+
+function mockSvg(
+  overrides: Partial<{ complete: boolean; naturalWidth: number }> = {}
+) {
+  const img = new Image()
+  Object.defineProperty(img, 'complete', {
+    value: overrides.complete ?? true
+  })
+  Object.defineProperty(img, 'naturalWidth', {
+    value: overrides.naturalWidth ?? 16
+  })
+  return img
+}
+
+describe('createBitmapCache', () => {
+  const BITMAP_SIZE = 16
+  function mockGetContext(returnValue: CanvasRenderingContext2D | null) {
+    return vi
+      .spyOn(HTMLCanvasElement.prototype, 'getContext')
+      .mockImplementation(
+        (() => returnValue) as typeof HTMLCanvasElement.prototype.getContext
+      )
+  }
+
+  const stubContext = {
+    drawImage: vi.fn()
+  } as unknown as CanvasRenderingContext2D
+
+  it('returns the SVG when image is not yet complete', () => {
+    const svg = mockSvg({ complete: false, naturalWidth: 0 })
+    const cache = createBitmapCache(svg, BITMAP_SIZE)
+
+    expect(cache.get()).toBe(svg)
+  })
+
+  it('returns the SVG when naturalWidth is 0', () => {
+    const svg = mockSvg({ complete: true, naturalWidth: 0 })
+    const cache = createBitmapCache(svg, BITMAP_SIZE)
+
+    expect(cache.get()).toBe(svg)
+  })
+
+  it('creates a bitmap canvas once the SVG is loaded', () => {
+    const svg = mockSvg()
+    const cache = createBitmapCache(svg, BITMAP_SIZE)
+    mockGetContext(stubContext)
+
+    const result = cache.get()
+
+    expect(result).toBeInstanceOf(HTMLCanvasElement)
+    expect((result as HTMLCanvasElement).width).toBe(BITMAP_SIZE)
+    expect((result as HTMLCanvasElement).height).toBe(BITMAP_SIZE)
+    vi.restoreAllMocks()
+  })
+
+  it('returns the cached bitmap on subsequent calls', () => {
+    const svg = mockSvg()
+    const cache = createBitmapCache(svg, BITMAP_SIZE)
+    mockGetContext(stubContext)
+
+    const first = cache.get()
+    const second = cache.get()
+
+    expect(first).toBe(second)
+    vi.restoreAllMocks()
+  })
+
+  it('does not re-create the canvas on subsequent calls', () => {
+    const svg = mockSvg()
+    const cache = createBitmapCache(svg, BITMAP_SIZE)
+    mockGetContext(stubContext)
+    const createElementSpy = vi.spyOn(document, 'createElement')
+
+    cache.get()
+    const callCount = createElementSpy.mock.calls.length
+    cache.get()
+
+    expect(createElementSpy).toHaveBeenCalledTimes(callCount)
+    vi.restoreAllMocks()
+  })
+
+  it('falls back to SVG when canvas context is unavailable', () => {
+    const svg = mockSvg()
+    const cache = createBitmapCache(svg, BITMAP_SIZE)
+    mockGetContext(null)
+
+    expect(cache.get()).toBe(svg)
+    vi.restoreAllMocks()
+  })
+})
diff --git a/src/lib/litegraph/src/subgraph/svgBitmapCache.ts b/src/lib/litegraph/src/subgraph/svgBitmapCache.ts
new file mode 100644
index 0000000000..69d4eb070c
--- /dev/null
+++ b/src/lib/litegraph/src/subgraph/svgBitmapCache.ts
@@ -0,0 +1,24 @@
+export function createBitmapCache(svg: HTMLImageElement, bitmapSize: number) {
+  let bitmap: HTMLCanvasElement | null = null
+
+  return {
+    get(): HTMLCanvasElement | HTMLImageElement {
+      if (bitmap) return bitmap
+      if (!svg.complete || svg.naturalWidth === 0) return svg
+
+      const canvas = document.createElement('canvas')
+      canvas.width = bitmapSize
+      canvas.height = bitmapSize
+      const ctx = canvas.getContext('2d')
+      if (!ctx) return svg
+
+      try {
+        ctx.drawImage(svg, 0, 0, bitmapSize, bitmapSize)
+      } catch {
+        return svg
+      }
+      bitmap = canvas
+      return bitmap
+    }
+  }
+}