Make vs Stagehand
A detailed comparison to help you choose between Make and Stagehand.
⚖️
How to choose
Neither tool has user reviews on ToolSpotter yet, so we don't pick a winner. Compare them on what they're built for: Make — Ops-minded individuals and small teams who want visual, branching automation with real debugging and do not need self-hosting.; Stagehand — Engineers building production browser agents who want natural-language actions with a Playwright escape hatch and can tolerate per-action LLM costs..
Make Visual automation platform for everyone | Stagehand Browser automation for complex web tasks using AI | |
|---|---|---|
| Rating | 4.2 (1 review) | 4.2 (1 review) |
| Pricing Model | freemium | free |
| Starting Price | Free tier available | Free |
| Best For | Ops-minded individuals and small teams who want visual, branching automation with real debugging and do not need self-hosting. | Engineers building production browser agents who want natural-language actions with a Playwright escape hatch and can tolerate per-action LLM costs. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | no codefree tier | free tieropen sourceapi access |
| Visit Make → | Visit Stagehand → |
Make
Pros
- + Visual bundle-level debugger: in my router test I traced dropped records to a timezone filter in under a minute, something Zapier's flat step log makes slow
- + Credit pricing stays cheap at realistic volumes — 10,000 credits/month tiers started at $9–$12/mo billed annually at time of writing (make.com/en/pricing)
- + HTTP, JSON, and XML modules are strong enough to replace custom code for most API glue work in my builds
- + Error handling is explicit: scoped error handlers and break directives mean one bad record does not kill a whole run
- + Celonis ownership and a product dating to 2012 (as Integromat) give it one of the longer reliability track records in the category
Cons
- - Polling triggers burn credits on every scheduled check whether or not data changed; my naive 1-minute poll ate budget until I moved to webhooks
- - No self-hosting and no source-available license — cloud-only, which rules it out for data-residency requirements
- - Run history on the free plan is short (three days at time of writing), so debugging real incidents needs a paid plan
- - The concepts curve (bundles vs arrays, iterators, aggregators) is steeper than Zapier's; expect a week before complex flows feel natural
- - Pricing is inconsistent across sessions — Make has served different Core/Pro/Teams price cards ($9/$16/$29 vs $12/$21/$38 annually), so confirm your quote
Stagehand
Pros
- + MIT-licensed SDK runs locally against any Chromium browser; in my test the act() call re-resolved after I rewrote a login button's classes and wrappers, while my hand-written Playwright selector broke
- + extract() returns schema-validated typed data (pydantic/Zod/struct) — pulling an invoice table into typed fields removed the JSON cleanup step entirely
- + observe() hands back real selectors, so I filled login credentials with ordinary Playwright calls and the secrets never reached the model
- + Full TypeScript, Python and Go support from one monorepo, with deep locators that reached nested iframes and a closed shadow DOM in my runs
- + Token cost per action is a fraction of screenshot-driven agents I have tested, because page context is a trimmed accessibility tree rather than images
Cons
- - Every act/extract/observe call is an LLM round trip — my ten-step workflow ran noticeably slower than the equivalent pure Playwright script
- - Code-only: no recorder or visual builder, so non-programmers cannot build or maintain automations
- - Anti-bot features (stealth, residential proxies, verified sessions) live in paid Browserbase plans, not the free SDK
- - Pages with canvas-rendered or heavily obfuscated UIs leave the accessibility tree thin and the AI primitives degrade
- - v4 is still moving fast; I pin versions because major upgrades have meant migration work
Frequently Asked Questions
Which is better, Make or Stagehand?▼
It depends on your specific needs — neither tool has user reviews on ToolSpotter yet, so we don't rank one above the other. Make is best for: Ops-minded individuals and small teams who want visual, branching automation with real debugging and do not need self-hosting.. Stagehand is best for: Engineers building production browser agents who want natural-language actions with a Playwright escape hatch and can tolerate per-action LLM costs..
What is the difference between Make and Stagehand?▼
Make: Make is a visual automation platform where you connect apps and build multi-step workflows by drawing them on a canvas. Stagehand: Stagehand is an SDK for building browser agents, with a Playwright-style API and selectors that repair themselves when a page changes, in TypeScript, Python and Go.
Is Make or Stagehand more affordable?▼
Make starts at €0/mo, Stagehand starts at €0/mo. Check the comparison table above for current pricing.
Stay in the loop
Get weekly updates on the best new AI tools, deals, and comparisons.
No spam. Unsubscribe anytime.