← All posts · · by Jop

MultiZen vs Browserbase: cloud headless vs local AI-native browser

Both serve AI agents. They optimize for different workloads. Here's a fair side-by-side: pricing, fingerprints, persistence, MCP coverage, where each wins.

TL;DR. Browserbase is cloud-hosted headless Chromium with a great API and Stagehand-powered Playwright SDK — best for stateless scraping and agent infrastructure at scale. MultiZen is a local desktop app with persistent profiles, real anti-detect fingerprints, and full MCP browser drive — best for multi-account, multi-persona, long-running agent workflows. Different shapes of AI work need different tools. We use both ourselves.

What Browserbase is

Browserbase provides cloud-hosted browser instances optimized for AI agents. You call them from your code or from MCP, and they spin up a fresh Chromium for you.

  • Founded 2023
  • Raised $67.5M (Series B at $300M valuation, June 2025)
  • $4.4M revenue 2025, ~50M sessions/year
  • Built around Stagehand, an AI-native Playwright wrapper
  • Hosted MCP server at mcp.browserbase.com/mcp
  • Pricing: ~$0.10/browser-hour + proxies + AI step charges

What it does well:

  • Massive parallel concurrency — 1000s of concurrent browsers if you need them
  • Zero infrastructure for the developer — no Chromium to install
  • Stagehand SDK — natural-language act(), extract(), observe() primitives
  • Reliability — they own the infra, you just call the API

What MultiZen is

MultiZen is a desktop application with a built-in MCP server, designed for persistent multi-account workflows.

  • Open-core (MIT for UI/MCP, closed for fingerprint engine)
  • Patched Chromium with anti-detect (Canvas, WebGL, Audio, JA3/JA4)
  • Profiles stored locally, persistent forever
  • Manual GUI for human operators + MCP server for AI agents on the same profiles
  • free, open source (MIT) pricing during beta, free, open source

What it does well:

  • Persistent state across agent runs — cookies, login, scroll position survive forever
  • Anti-detect fingerprints — Cloudflare Turnstile and DataDome on simpler tiers can be bypassed
  • Manual + agent on same profile — operator and agent share state, hand off seamlessly
  • No cloud lock-in — all data stays on your machine

Side-by-side

DimensionBrowserbaseMultiZen
HostingCloud, managed by BrowserbaseLocal, your machine
Pricing modelPer browser-hourFree, MIT
Anti-detect fingerprintsLimited (basic stealth)Full (Canvas, WebGL, Audio, JA3/JA4 patches)
Persistent statePer-session, hours to daysForever, until you delete profile
Parallel concurrency1000s10–100 (limited by your RAM)
MCP serverHosted at mcp.browserbase.comLocal, embedded in app
Browser drive via MCPFull (Stagehand)Full (CDP + accessibility tree)
Manual GUI for operatorsNone (it’s headless)Yes, native desktop
Open sourceSDK only (Stagehand)UI + MCP server core MIT
Best forStateless scraping, parallel scans, content genMulti-persona sales, research, ops, QA
Worst forPersistent multi-account workflowsMassive parallel scraping

Pricing comparison for typical workloads

Workload 1: scraping 10,000 product pages once a week

Browserbase wins. Spin up 50 parallel browsers, finish in 10 minutes, pay ~$8/run.

MultiZen sequential on one machine = 30+ minutes. Local resources tied up.

Workload 2: AI sales agent maintaining 30 LinkedIn personas, 8h/day

MultiZen wins. 30 persistent profiles × free, open source (MIT) = one-time cost. No login churn. No per-hour billing.

Browserbase: 30 persistent sessions × $0.10/hour × 8h × 22 days × 12 months = $6,336/year per session × 30 = $190K/year. Wrong tool.

Workload 3: QA suite running on 10 region/locale combinations nightly

Either works. Browserbase if your CI is in cloud anyway. MultiZen if you want the QA team to also use the same profiles manually.

Workload 4: One-off “book me a flight on the cheapest airline” agent

Browserbase wins. Stateless task, no login persistence needed, fast spin-up.

When to use both

You can. MultiZen handles your durable persona-bound workflows; Browserbase handles your stateless scraping. Different MCP servers, different tools in the same Claude/Cursor session. We do this for our own ops at MultiZen — durable LinkedIn research in MultiZen, daily competitive scrapes in Browserbase.

What Browserbase does that MultiZen does not

  • Cloud-scale parallelism. 1000+ concurrent sessions on demand.
  • Hosted MCP, no install. Works from any client immediately.
  • Stagehand SDK with vision-grounded act() calls.
  • Enterprise SLAs, audit logs, SSO.

What MultiZen does that Browserbase does not

  • Real anti-detect fingerprints (not just stealth flags) — measurable Cloudflare passing
  • Persistent profile state for as long as you want
  • Local data (your cookies don’t leave your machine)
  • Manual GUI for human operators sharing same profiles
  • One-time pricing for solo devs and small teams
  • Open core — you can read the MCP server code

Verdict

If your AI workload is parallel, stateless, scaling-bound → Browserbase. If your AI workload is persona-bound, persistent, anti-detect-sensitive, with humans in the loop → MultiZen.

If you don’t know yet — start with MultiZen (free, open source (MIT) no commitment). When you find yourself needing 100+ parallel browsers, layer Browserbase on top for the parallel batches.

Try MultiZen.

Try MultiZen

A browser library for AI agents and human operators. Free, open source (MIT). Self-hosted. macOS, Windows, Linux.

Download — free