Tool A
Browserbase
Headless browser cloud infrastructure for autonomous AI agents
Tool B
Make
Design, build, and automate anything visually
Choose this if…
Browserbase
- 1You need Multimodal
- 2You need Image Input
- 3You need Image Output
- 4You need power-user and advanced features
Choose this if…
Make
- 1Make fits your category use case
- 2You prefer their ecosystem & integrations
Overview
Browserbase is a developer platform that provides headless browser infrastructure and cloud execution environments built specifically for autonomous AI web agents. It solves the hardest challenges of automated browser interactions—including fingerprinting management, bot-detection evasion, CAPTCHA solving, session persistence, and full visual debugging. As AI agents transition from text chat to acting directly on the web, running local browser instances quickly breaks down due to scaling limits and anti-bot blocks. Browserbase provides a scalable serverless fleet of stealth Chromium browsers that agents can pilot via Playwright, Puppeteer, or Stagehand. Trusted by AI startups and enterprise automation teams, Browserbase enables developers to build reliable web scraping pipelines, automated booking assistants, competitor monitors, and end-to-end workflow bots.
Browserbase includes Session Replay, which automatically records video, DOM state, network waterfalls, and console logs for every automated browser run. This allows developers to visually inspect exactly where and why an AI agent took a wrong turn or got stuck. The platform also provides Stagehand—an open-source AI web automation framework created by Browserbase that allows agents to find elements and perform complex actions using natural language instructions (e.g. `page.act('click on the cheapest flight')`) with self-healing selectors.
Make is a visual platform that lets you design, build, and automate workflows without coding. It connects thousands of applications to orchestrate complex operations seamlessly.
Developed by Celonis, Make was formerly known as Integromat and functions as a premier no-code workflow engine.
Features Comparison
22 totalPricing & Plans
Free tier provides 1 hour of browser runtime per month and full access to Session Replay.
Developer plan at $20/month with 20 browser hours and automated CAPTCHA solving. Scale plan at $100+/month with dedicated residential proxies and high-concurrency pools.
Free plan includes 1,000 operations per month with basic features.
Core plan starts at $9/mo, Pro plan starts at $16/mo.
Pros & Cons
Pros
Built-in stealth and anti-bot mitigation bypasses Cloudflare and CAPTCHAs
Visual Session Replay with DOM snapshots, network traces, and video recording
Native compatibility with Playwright, Puppeteer, LangChain, and Stagehand
Serverless scaling handles thousands of parallel browser sessions effortlessly
Open-source Stagehand framework enables natural language web navigation
Cons
Requires developer coding knowledge (Playwright/Node.js/Python)
High-concurrency residential proxy usage requires paid tier
Pros
Highly intuitive visual drag-and-drop editor
Massive catalog of native application integrations
Advanced conditional router logic pathways
Cons
Steep initial learning curve for advanced aggregations
Use Cases
The Verdict
Browserbase
13/22 features · ⭐4.8
Browserbase is a developer platform that provides headless browser infrastructure and cloud execution environments built specifically for autonomous AI web agen…
Make
8/22 features · ⭐4.8
Make is a visual platform that lets you design, build, and automate workflows without coding. It connects thousands of applications to orchestrate complex opera…
Both Browserbase and Make are capable AI tools serving distinct use cases. Browserbase leads on raw feature breadth (13 vs 8), making it a stronger choice if you need maximum capability.
Frequently Asked Questions
What is the main difference between Browserbase and Make?
Browserbase — "Headless browser cloud infrastructure for autonomous AI agents" — focuses on agent-ai, automation-ai, code-ai, while Make — "Design, build, and automate anything visually" — targets automation-ai, productivity-ai. The key differences lie in their feature sets and pricing models.
Is Browserbase free to use?
Yes, Browserbase offers a free tier. Free tier provides 1 hour of browser runtime per month and full access to Session Replay.
Is Make free to use?
Yes, Make offers a free tier. Free plan includes 1,000 operations per month with basic features.
Which is better: Browserbase or Make?
It depends on your use case. Browserbase is rated ⭐4.8 and is best suited for developers, ai-engineers, automation-builders, startups. Make is rated ⭐4.8 and is ideal for individuals, teams, enterprise. Use this comparison to evaluate features that matter to your workflow.
Does Browserbase have an API?
Yes, Browserbase provides API access for developers and integrations.
More AI Matchups
Still deciding?
Try another comparison or explore the full AI tools directory.