Firecrawl Alternative: Firecrawl Alternatives for Teams That Want Rows, Not an API to Build On

Most people searching for a Firecrawl alternative are not unhappy with Firecrawl. They have realised the endpoint is the easy part, and the schema, the cron job, the retries and getting rows to the person who asked for them are the other four weeks of work. Firecrawl is a good API at $19 to $749 a month. WebRobot is the finished robot: describe the data in a sentence, pick a schedule, and rows land in Sheets, Slack or your own endpoint from $79 a month.

Run the robot

Firecrawl figures taken from its published pricing page and plan matrix

Robot console

Standing by Running · s Complete · rows

1 · Pick a target

2 · Tell the robot what you want

3 · Fields to extract

Agent log

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Crawl graph

Extracted data · rows

Want this data fresh every morning, without lifting a finger?

Comparison

Firecrawl vs WebRobot: what you buy and what you build

Firecrawl numbers come from its own pricing page, which displays annual rates by default. Plans change, so confirm on firecrawl.dev/pricing before you buy. Our side is on the WebRobot pricing page.

Dimension	Firecrawl	WebRobot
What it is	A scraping API: you call an endpoint with a URL and get page content back as markdown, HTML or JSON	A hosted robot: you describe the fields once and it runs itself on a schedule
Who sets it up	A developer, in code, with a JSON schema for the fields	Anyone who can write a sentence describing the data
Free option	1,000 credits a month, no card, permanent	No free tier; the interactive demo is the free taste
Entry paid plan	Hobby $19/mo ($16 annual), 5,000 credits, 5 concurrent browsers	Launch $79/mo ($63 yearly): 5 robots, 10,000 records/mo, daily scheduling, API
Mid plan	Standard $99/mo ($83 annual), 100,000 credits, 25 concurrent browsers	Scale $249/mo ($199 yearly): 25 robots, 100,000 records/mo, hourly schedules, agent actions, 5 seats
Above that	Growth $399/mo ($333 annual), Scale $749/mo ($599 annual), then Enterprise	Autopilot $699/mo ($559 yearly): 100 robots, 1,000,000 records/mo, real-time monitors, 15 seats
What the meter counts	Credits: 1 per page scraped, plus 4 more per page for the JSON format, so 5 for a structured page	Records delivered, counted once whether the robot read one page or two to fill them
Scheduling	You call the API on your own cron; Monitor bills 1 credit per page per check	Daily on Launch, hourly on Scale, real-time monitors on Autopilot, built in
Logins, search forms, multi-step flows	Interact gives a browser sandbox at 2 credits a minute; the flow is yours to script	Agent actions on Scale and up: the robot signs in, searches and paginates unattended
Delivery	JSON to your code, plus signed webhooks you handle yourself	CSV, Excel, Google Sheets, Slack, Zapier, webhooks, REST API; change alerts on Scale
Concurrency and rate limits	Published per tier: 2 to 100 browsers, 10 to 10,000 scrape calls a minute	Managed for you against the robot and record allowance on your plan
Compliance on every tier	SOC 2 Type II, penetration testing, PII redaction, signed webhooks, including on Free	Covered on paid plans; see the security page

Their pricing

Firecrawl pricing and the credit math nobody quotes

Firecrawl's plan allowances look enormous next to record-based pricing until you notice what structured extraction costs. A raw page is 1 credit. Adding the JSON format, which is how you turn a page into fields, adds 4 more. Divide every allowance by five before you compare it with anything that sells you rows.

Plan	Billed monthly	Billed annually	Credits a month	Plain pages	Structured pages
Free	$0, no card		1,000	1,000	200
Hobby	$19/mo	$16/mo ($190/yr)	5,000	5,000	1,000
Standard	$99/mo	$83/mo ($990/yr)	100,000	100,000	20,000
Growth	$399/mo	$333/mo ($3,990/yr)	500,000	500,000	100,000
Scale	$749/mo	$599/mo ($7,190/yr)	1,000,000	1,000,000	200,000
Enterprise	Custom credits and terms, SSO and SCIM, zero data retention, support SLA

Worked bill 01

3,000 doc pages a month for a RAG index

Markdown is the deliverable, so 3,000 credits. Firecrawl Hobby at $19 covers it easily and the free tier covers a third. This is the job Firecrawl was built for and we would not try to win it.

Worked bill 02

2,500 product pages, weekly, as fields

10,000 pages a month at 5 credits each is 50,000 credits, which sits inside Standard at $99. Cheaper on paper than Launch at $79 plus nothing, until you price the schema, the scheduler and the code that writes rows into the merchandiser's sheet.

Worked bill 03

300 competitor pages watched hourly

Monitor bills 1 credit per page per check, so 216,000 credits a month before extraction. That is Growth at $399, and the diffing, alert routing and history are still yours. Scale at $249 runs hourly with change alerts to Slack as part of the product.

Every rate on this page, plus the overage ladder and the rollover rules, is broken down in our full Firecrawl pricing guide.

Fair play

Four reasons to stay on Firecrawl

Firecrawl is a strong product and a lot of teams should keep it. If one of these is you, switching costs money and buys nothing.

Advantage 01

Price per page at volume

A million credits for $749, or $599 billed annually, is very cheap per page. If your pipeline already exists and you are buying raw fetching capacity, nothing record-priced will beat that number.

Advantage 02

LLM-ready output in one call

Clean markdown for a whole site, from one crawl call, is exactly what a retrieval index wants. If your output is a corpus rather than a table, that is the right shape of product.

Advantage 03

A real free tier and a real entry price

1,000 credits a month forever, no card, then $19 for 5,000. You can prototype for weeks before you spend anything. Our cheapest plan is $79 and there is no free tier, which is the honest gap.

Advantage 04

Published limits and compliance on every tier

Concurrency, rate limits and queue depth are documented per plan, and SOC 2 Type II, penetration testing and PII redaction apply from the free tier up. For an engineering team sizing a system, that transparency is worth a lot.

Switching triggers

Why teams search for a Firecrawl alternative

In four years of watching this decision, the trigger is almost never the API itself. It is everything that has to exist around it before a human sees a row.

Trigger 01

The request came from marketing, not engineering

A pricing analyst wants competitor prices every morning. Handing them an API key does not solve that. Somebody has to build the job, and that somebody has a roadmap. A robot the analyst configures by typing a sentence removes the ticket entirely.

Trigger 02

The schema keeps drifting

A source redesigns, the JSON schema stops matching and the nightly job quietly returns nulls for a fortnight before anyone notices. An agent that reads the page the way a person would adapts to the new layout instead of failing silently.

Trigger 03

The data lives behind a sign-in

Supplier portals, member directories and partner dashboards need a login, a search and pagination on every run. A browser sandbox billed per minute is a building block, not a solution. Scrape only what you are entitled to access, then let agent actions run it on a schedule.

Trigger 04

Credits stop mapping to value

Blocked pages still cost a credit, detail pages multiply the count and monitoring bills every check whether anything changed. Forecasting next quarter's bill becomes its own spreadsheet. A record count you can predict is easier to defend in a budget meeting.

Shortlist

Firecrawl alternatives and who each one fits

Pick by what you are trying to stop doing. Each row links to our full comparison with verified pricing.

Tool	Best for	Entry price	Our comparison
Zyte	Engineering teams that want per-request pricing by site difficulty	Pay as you go from $0.13 per 1,000 HTTP requests	Zyte alternative
Apify	A marketplace of ready-made scrapers for specific sources	Starter $19/mo plus usage	Apify pricing explained
Bright Data	The hardest sites and the largest proxy estate	$1.50 per 1,000 records pay as you go	Bright Data alternative
Browse AI	Cheap monitoring of a handful of known pages	Personal $48/mo, $19 billed annually	Browse AI pricing
Octoparse	Point-and-click project building with templates	Standard $83/mo, $69 billed annually	Octoparse alternative
WebRobot	Business teams that want scheduled rows, logins and alerts without building around an endpoint	Launch $79/mo, $63 billed yearly	WebRobot pricing

Migration

How to move a Firecrawl job to WebRobot in four steps

Nothing here needs a migration window. Run both, compare the rows, then turn one off.

Step 1

Take the JSON schema you already wrote

The property names in your extraction schema are the field list. You do not need the schema itself, just the names and the start URL the job calls.

Step 2

Turn it into one sentence

"From this category page, every product with name, price, SKU, rating and stock status from the product page, all pages." Same source, same columns, no schema to keep in sync.

Step 3

Run both for a week

Keep the Firecrawl job running and diff the two outputs on row count and on twenty rows field by field. Pay attention to the fields that come from detail pages.

Step 4

Delete the plumbing, not just the plan

The saving is the cron job, the retry queue, the webhook receiver and the sheet writer that go away with it. Point the destination at WebRobot, then cancel at the end of the billing period.

If you want to keep calling an endpoint from your own code, you still can: every WebRobot plan includes the web scraping API and signed webhooks, so the robot becomes the thing you trigger instead of the thing you build. Teams arriving from Firecrawl usually land on one of three jobs: price monitoring for ecommerce, web scraping for lead generation for sales, and website monitoring for anyone watching a page for changes. The best web scraping tools roundup covers the wider market.

FAQ

Firecrawl alternative questions buyers ask

It depends on who does the work. If you want an endpoint and have engineers, Zyte and Apify are the closest like-for-like swaps and Bright Data covers the hardest sites. If the reason you are looking is that nobody wants to own a scraper, the alternative is a finished robot rather than another API: WebRobot takes a plain-English description, runs it on a schedule and delivers rows to Sheets, Slack or your own endpoint from $79 a month.

Per page, usually yes. Firecrawl Standard is $99 a month for 100,000 credits, and a plain scrape is 1 credit. Structured extraction is 5 credits a page, so Standard is about 20,000 structured pages for $99 against 10,000 records on WebRobot Launch at $79. Firecrawl wins on credit price and loses on total cost whenever someone has to build the schema, scheduler, retries and delivery around it.

Not as a scheduled robot out of the box. The Interact endpoint gives you a browser sandbox at 2 credits per browser minute, so you can script a sign-in, but the session handling, the search and the pagination are yours to write and maintain. WebRobot agent actions on Scale and Autopilot sign in, search and paginate unattended on a schedule. The guide to scraping a website that requires login covers the rules to check first.

Yes. Firecrawl gives 1,000 credits every month with no credit card, capped at 2 concurrent browsers and 10 scrape requests a minute. That covers about 1,000 plain pages or 200 pages with structured JSON extraction, which is enough to evaluate the API and not enough to run a production job. WebRobot has no free tier; the interactive demo is the free taste.

Choose Firecrawl if you want one clean endpoint that returns page content and you will write the extraction yourself. Choose Apify if you want a marketplace of ready-made scrapers for specific sources and you are comfortable with a bill that moves with compute units, proxy traffic and per-result fees. Firecrawl is simpler to reason about; Apify covers more sources without you writing code.

Hobby is $19, Standard $99, Growth $399 and Scale $749 billed monthly, or $16, $83, $333 and $599 billed annually. The annual discount is 16.7 percent on the first three tiers and 20 percent on Scale. Credit rollover and invoiced billing only begin at Scale. The full breakdown, including the overage ladder, is in our Firecrawl pricing guide.

No. The REST API is included on every active WebRobot plan, starting with Launch at $79 a month, along with signed webhooks and delivery to Google Sheets, Slack and Zapier. The difference is what sits behind the endpoint: a robot that already knows the source, the fields and the schedule, rather than a fetch call you wrap in your own job.