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Side-by-side comparison · Automation & Workflows

Activepieces vs Browse AI vs Make

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Activepieces

4.0

From $20/mo flat

Browse AI

3.9

From $19/mo

Best overall

Make

4.3

From From $9/mo

Comparing 3 tools, the maximum.

At a glance

Pick it if: Small teams who like how Zapier works but want to own their automations or avoid per-task pricing.

Easiest to use

Pick it if: Ecommerce, marketing and sales teams that need data from other websites without writing code.

Make4.3
Best overall

Pick it if: Marketers and operators who've outgrown simple automations and want to see what their workflows are doing.

Overview

AttributeActivepiecesBrowse AIMake
In one lineA Zapier-style automation builder that's open source and charges per run, not per step.Scrape data from websites and track changes, set up by pointing and clicking.Draw automations as a flowchart, with branches and loops, for less than Zapier charges.
Pricing modelOpen sourceFreemiumFreemium
Starting price$20/mo flat$19/moFrom $9/mo
Free plan Yes Yes Yes
Works with Claude Code Yes Yes Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeActivepiecesBrowse AIMake
Overall rating4.03.94.3Winner
Ease of useHow quickly someone non-technical gets value from it.
4.0
4.5
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
3.5
4.0
4.5
Output qualityHow good the results are before you fix them.
4.0
4.0
4.5
Value for moneyWhat you get for the price, including the free plan.
4.5
3.5
4.5
Speed & reliabilityHow fast it is and how often it falls over.
4.0
3.5
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeActivepiecesBrowse AIMake
Access & platform
Free plan Yes Yes Yes
Mobile app No––
Desktop app No– No
Browser extension No Yes Yes
API access Yes Yes Yes
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted Yes No No
AI abilities
Works with your files Yes– Yes
Understands images–––
Makes images No No No
Makes video No No No
Writes code Yes No No
Runs agents or automations Yes Yes Yes
Learns your brand or style No– No
Works in many languages Yes– Yes
Capabilities score10/ 177/ 179/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeActivepiecesBrowse AIMake
Plans

Free

Free

Small teams getting started, or anyone who will self-host.

Free

Free

Testing a robot or two.

Free

Free

Learning the canvas and running a couple of light scenarios.

PlusOur pick

$20/mo flat

A small business running automations every day.

Personal

$19/mo billed yearly, or $48 monthly

One person monitoring a few sites.

CoreOur pick

From $9/mo billed yearly

One person automating a small business.

Team

$200/mo flat

A larger team that needs SSO and roles.

ProfessionalOur pick

$69/mo billed yearly, or $87 monthly

Teams scraping several sites regularly.

Pro

From $16/mo billed yearly

Anyone whose automations have become business-critical.

Ultimate

Custom

Companies with heavy volume or strict security needs.

Premium

From $500/mo billed yearly

High-volume or protected sites.

Teams

From $29/mo billed yearly

A team sharing scenarios and connections.

Enterprise

Custom

Companies that need SSO, audit logs and an uptime guarantee.

Which plan to pickThe Free plan is unusually generous, so start there. Move to Plus when you want monthly credits instead of a daily cap and the option to use your own AI keys. Self-host only if someone on the team is happy running a server.Test on Free first to make sure your target sites work. Professional suits most business use because of the site and user limits; pay yearly if you are sure, as monthly costs much more.Core is enough for most small businesses, and 10,000 credits goes a long way when routers and error handlers are free. Move to Pro if a failed run costs you money and you want priority execution and better logs.

Key features

AttributeActivepiecesBrowse AIMake
Standout features
  • Zapier-style builder
  • Flat per-run pricing
  • Self-host or cloud
  • MCP for AI assistants
  • Agents and Tables
  • Bring your own AI keys
  • Point-and-click robots
  • Monitoring and alerts
  • Pre-built robots
  • Send data anywhere
  • API
  • Visual canvas
  • Routers, filters and iterators
  • Run history you can replay
  • AI Agents
  • Make Grid
  • HTTP and webhooks

Pros and cons

AttributeActivepiecesBrowse AIMake
Pros
  • Easiest open-source automation tool to learn
  • Flat pricing, with one credit per run however long the flow
  • Generous free plan and free self-hosting
  • MCP makes every connected app available to Claude
  • Open source, so you can inspect or extend it
  • Very easy to set up without code
  • Scheduled monitoring with change alerts
  • Free plan to test on your own target sites
  • Connects to Sheets, Airtable and automation tools
  • Much cheaper per step than Zapier
  • Branching, loops and filters are built in, not bolted on
  • Run history shows exactly what happened at every step
  • Routers and error handlers do not use credits
  • Generous free plan for learning
Cons
  • Far fewer apps than Zapier, and some pieces are thin
  • Smaller community and fewer templates than n8n
  • No canvas, so complex branching is harder to follow
  • AI steps cost extra credits on top of the run
  • Robots can break when a site changes layout
  • Sites with bot protection may fail or use extra credits
  • Credits run down faster than expected on multi-page jobs
  • Some users report billing issues after cancelling
  • Steeper learning curve than Zapier, especially around data mapping
  • Credit usage is hard to predict until you have run a scenario for a while
  • Fewer apps than Zapier, and some apps have thin coverage
  • Pricing page is hard to read, and the headline prices assume yearly billing

Who each one is for

AttributeActivepiecesBrowse AIMake
Best for
  • Zapier-style automations on a budget
  • Giving AI assistants access to your apps
  • Long multi-step workflows
  • Self-hosted automation for teams
  • Competitor price monitoring
  • Pulling listings into a spreadsheet
  • Alerts when a web page changes
  • Building lead lists from directories
  • Multi-step marketing workflows
  • Branching logic and filters
  • Processing batches of records
  • Automation on a budget
You'll find it used by
  • Small teams
  • Ops teams
  • Developers
  • Agencies
  • Ecommerce teams
  • Marketers
  • Sales teams
  • Researchers
  • Recruiters
  • Marketers
  • Ops teams
  • Agencies
  • Consultants

Questions people ask

Which is better, Activepieces, Browse AI or Make?

Make scores highest overall in our ratings (Activepieces 4.0/5, Browse AI 3.9/5 and Make 4.3/5). Activepieces is best for zapier-style automations on a budget and Giving AI assistants access to your apps. Browse AI is best for competitor price monitoring and pulling listings into a spreadsheet. Make is best for multi-step marketing workflows and branching logic and filters.

Which is cheaper, Activepieces, Browse AI or Make?

Activepieces: There's a free plan, and paid plans start at $20/mo flat. Browse AI: There's a free plan, and paid plans start at $19/mo. Make: There's a free plan, and paid plans start at From $9/mo.

Which is easier to use, Activepieces, Browse AI or Make?

Browse AI rates highest for ease of use in our scores. Ecommerce, marketing and sales teams that need data from other websites without writing code.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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