diff --git a/src/scaling-bench/applyToText-bench.ts b/src/scaling-bench/applyToText-bench.ts
new file mode 100644
index 000000000..e50a8d21f
--- /dev/null
+++ b/src/scaling-bench/applyToText-bench.ts
@@ -0,0 +1,103 @@
+// Microbenchmark for worker-thread offload of Changeset.applyToText.
+// Question: at what (textSize, edit-complexity) does shipping work to
+// a worker thread become net-positive vs running synchronously on the
+// main thread? Worker dispatch adds postMessage + structured clone +
+// scheduler hop. We need to know if that cost exceeds the saved CPU.
+
+import {Worker} from 'node:worker_threads';
+import {fileURLToPath} from 'node:url';
+import path from 'node:path';
+import {applyToText, makeSplice} from '../static/js/Changeset';
+
+const __dir = path.dirname(fileURLToPath(import.meta.url));
+
+// Make a roughly realistic pad text. Each "paragraph" ~80 chars + newline
+// matches the shape of editor-produced content.
+const makeText = (sizeBytes: number): string => {
+  const para = 'The quick brown fox jumps over the lazy dog and then writes some collaborative\n';
+  const repeats = Math.ceil(sizeBytes / para.length);
+  return para.repeat(repeats).slice(0, sizeBytes);
+};
+
+// A small typing-style edit: single char insertion mid-document.
+const makeSmallEdit = (text: string): string =>
+  makeSplice(text, Math.floor(text.length / 2), 0, 'x');
+
+// A paragraph-paste edit: ~500 char insert near end.
+const makePasteEdit = (text: string): string =>
+  makeSplice(text, Math.floor(text.length * 0.9), 0,
+    'A whole new paragraph of inserted text. '.repeat(12));
+
+type WorkerReq = {id: number; cs: string; str: string};
+type WorkerResp = {id: number; result?: string; error?: string};
+
+const startWorker = (workerPath: string) => {
+  const w = new Worker(workerPath);
+  const pending = new Map<number, {resolve: (s: string) => void; reject: (e: Error) => void}>();
+  w.on('message', (msg: WorkerResp) => {
+    const p = pending.get(msg.id);
+    if (!p) return;
+    pending.delete(msg.id);
+    if (msg.error) p.reject(new Error(msg.error));
+    else p.resolve(msg.result!);
+  });
+  let nextId = 0;
+  const run = (cs: string, str: string): Promise<string> => {
+    const id = nextId++;
+    return new Promise((resolve, reject) => {
+      pending.set(id, {resolve, reject});
+      const req: WorkerReq = {id, cs, str};
+      w.postMessage(req);
+    });
+  };
+  return {w, run};
+};
+
+const time = async (label: string, n: number, fn: () => Promise<unknown> | unknown) => {
+  // Warmup
+  for (let i = 0; i < Math.min(50, n); i++) await fn();
+  const t0 = process.hrtime.bigint();
+  for (let i = 0; i < n; i++) await fn();
+  const t1 = process.hrtime.bigint();
+  const ns = Number(t1 - t0);
+  const perCallUs = ns / n / 1000;
+  console.log(`  ${label.padEnd(28)} ${perCallUs.toFixed(2).padStart(8)} µs/call  (n=${n})`);
+  return perCallUs;
+};
+
+const main = async () => {
+  console.log('applyToText sync vs worker microbenchmark — Node', process.version, '\n');
+
+  const workerPath = path.join(__dir, 'applyToText-worker.mjs');
+  const {w, run} = startWorker(workerPath);
+
+  const sizes = [
+    {label: '1 KB',   bytes: 1_000},
+    {label: '10 KB',  bytes: 10_000},
+    {label: '100 KB', bytes: 100_000},
+    {label: '500 KB', bytes: 500_000},
+    {label: '2 MB',   bytes: 2_000_000},
+  ];
+
+  for (const sz of sizes) {
+    const text = makeText(sz.bytes);
+    const smallCs = makeSmallEdit(text);
+    const pasteCs = makePasteEdit(text);
+    console.log(`\n--- text size: ${sz.label} (${text.length} chars) ---`);
+    const syncSmall  = await time('sync   small-edit',  500, () => applyToText(smallCs, text));
+    const workerSmall = await time('worker small-edit',  500, () => run(smallCs, text));
+    const syncPaste  = await time('sync   paste-edit',  300, () => applyToText(pasteCs, text));
+    const workerPaste = await time('worker paste-edit',  300, () => run(pasteCs, text));
+    const breakeven = (label: string, sync: number, worker: number) => {
+      const delta = worker - sync;
+      const sign = delta < 0 ? '+' : '-';
+      console.log(`  → ${label}: worker ${sign}${Math.abs(delta).toFixed(1)} µs vs sync (${(delta/sync*100).toFixed(0)}%)`);
+    };
+    breakeven('small', syncSmall, workerSmall);
+    breakeven('paste', syncPaste, workerPaste);
+  }
+
+  await w.terminate();
+};
+
+main().catch((e) => { console.error(e); process.exit(1); });
diff --git a/src/scaling-bench/applyToText-worker.mjs b/src/scaling-bench/applyToText-worker.mjs
new file mode 100644
index 000000000..7f9ba0007
--- /dev/null
+++ b/src/scaling-bench/applyToText-worker.mjs
@@ -0,0 +1,16 @@
+// Worker thread for applyToText offload microbenchmark.
+// Loads Changeset.ts via tsx so we exercise the real engine, not a
+// stub.
+
+import {parentPort} from 'node:worker_threads';
+
+const {applyToText} = await import('../static/js/Changeset.ts');
+
+parentPort.on('message', ({id, cs, str}) => {
+  try {
+    const result = applyToText(cs, str);
+    parentPort.postMessage({id, result});
+  } catch (e) {
+    parentPort.postMessage({id, error: e && e.message || String(e)});
+  }
+});