diff --git a/src/wizard/clack-prompter.test.ts b/src/wizard/clack-prompter.test.ts
new file mode 100644
index 0000000000..2954e924fc
--- /dev/null
+++ b/src/wizard/clack-prompter.test.ts
@@ -0,0 +1,35 @@
+import { describe, expect, it } from "vitest";
+import { tokenizedOptionFilter } from "./clack-prompter.js";
+
+describe("tokenizedOptionFilter", () => {
+  it("matches tokens regardless of order", () => {
+    const option = {
+      value: "openai/gpt-5.2",
+      label: "openai/gpt-5.2",
+      hint: "ctx 400k",
+    };
+
+    expect(tokenizedOptionFilter("gpt-5.2 openai/", option)).toBe(true);
+    expect(tokenizedOptionFilter("openai/ gpt-5.2", option)).toBe(true);
+  });
+
+  it("requires all tokens to match", () => {
+    const option = {
+      value: "openai/gpt-5.2",
+      label: "openai/gpt-5.2",
+    };
+
+    expect(tokenizedOptionFilter("gpt-5.2 anthropic/", option)).toBe(false);
+  });
+
+  it("matches against label, hint, and value", () => {
+    const option = {
+      value: "openai/gpt-5.2",
+      label: "GPT 5.2",
+      hint: "provider openai",
+    };
+
+    expect(tokenizedOptionFilter("provider openai", option)).toBe(true);
+    expect(tokenizedOptionFilter("openai gpt-5.2", option)).toBe(true);
+  });
+});
diff --git a/src/wizard/clack-prompter.ts b/src/wizard/clack-prompter.ts
index 7fe691d11d..998ed72e5f 100644
--- a/src/wizard/clack-prompter.ts
+++ b/src/wizard/clack-prompter.ts
@@ -12,6 +12,7 @@ import {
   text,
 } from "@clack/prompts";
 import { createCliProgress } from "../cli/progress.js";
+import { stripAnsi } from "../terminal/ansi.js";
 import { note as emitNote } from "../terminal/note.js";
 import { stylePromptHint, stylePromptMessage, stylePromptTitle } from "../terminal/prompt-style.js";
 import { theme } from "../terminal/theme.js";
@@ -26,6 +27,30 @@ function guardCancel<T>(value: T | symbol): T {
   return value;
 }
 
+function normalizeSearchTokens(search: string): string[] {
+  return search
+    .toLowerCase()
+    .split(/\s+/)
+    .map((token) => token.trim())
+    .filter((token) => token.length > 0);
+}
+
+function buildOptionSearchText<T>(option: Option<T>): string {
+  const label = stripAnsi(option.label ?? "");
+  const hint = stripAnsi(option.hint ?? "");
+  const value = String(option.value ?? "");
+  return `${label} ${hint} ${value}`.toLowerCase();
+}
+
+export function tokenizedOptionFilter<T>(search: string, option: Option<T>): boolean {
+  const tokens = normalizeSearchTokens(search);
+  if (tokens.length === 0) {
+    return true;
+  }
+  const haystack = buildOptionSearchText(option);
+  return tokens.every((token) => haystack.includes(token));
+}
+
 export function createClackPrompter(): WizardPrompter {
   return {
     intro: async (title) => {
@@ -49,14 +74,26 @@ export function createClackPrompter(): WizardPrompter {
         }),
       ),
     multiselect: async (params) => {
-      const prompt = params.searchable ? autocompleteMultiselect : multiselect;
+      const options = params.options.map((opt) => {
+        const base = { value: opt.value, label: opt.label };
+        return opt.hint === undefined ? base : { ...base, hint: stylePromptHint(opt.hint) };
+      }) as Option<(typeof params.options)[number]["value"]>[];
+
+      if (params.searchable) {
+        return guardCancel(
+          await autocompleteMultiselect({
+            message: stylePromptMessage(params.message),
+            options,
+            initialValues: params.initialValues,
+            filter: tokenizedOptionFilter,
+          }),
+        );
+      }
+
       return guardCancel(
-        await prompt({
+        await multiselect({
           message: stylePromptMessage(params.message),
-          options: params.options.map((opt) => {
-            const base = { value: opt.value, label: opt.label };
-            return opt.hint === undefined ? base : { ...base, hint: stylePromptHint(opt.hint) };
-          }) as Option<(typeof params.options)[number]["value"]>[],
+          options,
           initialValues: params.initialValues,
         }),
       );