MANAGED API
Choose Firecrawl if
- Agents that need scrape/search/crawl tools over one shared credit balance
- Small recurring website ingestion with a published free monthly allowance
All comparisons
PROXY PROVIDER COMPARISON
Firecrawlvs Scrapfly
Firecrawl supplies managed scrape, map, search, crawl and browser Interact tools, while Scrapfly centers a feature-dependent Scrape API with MCP and separately documented Cloud Browser. Both charge credits, but a site-discovery operation and a protected rendered page draw different features and units.
AT A GLANCE · ENTRY OFFER
- FirecrawlMANAGED API $19per month
- ScrapflyMANAGED API $30per month
- ProxyLaneRESIDENTIAL PROXIES $1.95350 MB trial
Published entry offers, reviewed 2026-09-14
QUICK VERDICT
Pick by the job,
not the logo
MANAGED API
Choose Scrapfly if
- Developers who want scrape responses without managing a standalone proxy list
- Agents that can invoke a documented MCP scraping tool
THIRD ROUTE · PROXYLANE
Choose ProxyLane if
- You can run your own fetcher and parser
- You want residential traffic instead of per-credit API pricing
- You want prepaid traffic that never expires
THREE ROUTES SIDE BY SIDE
What changes
for your workload
Compare usable output and required integration work under each API contract. Request the same permitted pages with equivalent rendering and output requirements; validate the returned fields before comparing the bill.
| Decision | Firecrawl | Scrapfly | ProxyLane |
|---|---|---|---|
| Example route for this job | FirecrawlScrape API (Markdown/structured output) | ScrapflyScrape API | ProxyLaneResidential proxy gateway for your own fetcher or browser; no managed scraping API |
| Charging basis | Product-specific requests, results or credits | Product-specific requests, results or credits | Prepaid GB that never expires |
| How you pay | The free tier refreshes 1,000 credits monthly. Paid plans include monthly credits, with pay-as-you-go top-ups in $5 increments under a configurable limit. Basic scrape/crawl/map costs one credit per page; search costs two per ten results, browser Interact two per minute, and structured formats can add credits. Included-credit rollover depends on plan. | Scrape API plans contain monthly credits; requests consume credits according to proxy pool, rendering, protection and response size. Overage rules depend on plan and unused monthly quota does not roll over. Cloud Browser documentation describes a separate session-time plus bandwidth credit meter; verify access and current terms in the account. | 350 MB trial for $1.95, then prepaid packages from $6.50/GB for 1 GB down to $2.50/GB for 1 TB. Unused traffic never expires. |
| Integration work | Send authorized requests to Firecrawl's Scrape/Crawl/Search endpoints or configure the official MCP server with an API key via the hosted URL or local FIRECRAWL_API_KEY environment variable. Choose basic Markdown or higher-credit structured/browser modes per job. | Call api.scrapfly.io/scrape with a target URL, API key and optional proxy_pool=public_residential_pool or render_js=true; use the MCP endpoint for agent tools. Cloud Browser documentation describes CDP/WebSocket integration subject to account availability. | HTTP(S) and SOCKS5 endpoints on three regional gateways: Europe, the Americas and Asia. Export proxy lists in 8 formats for scripts, scrapers and antidetect browsers. |
| A small or irregular job | Use the 1,000-credit monthly free tier for simple pages and compare the $19 Hobby plan only after pricing search, structured output or browser minutes separately. | Estimate credits per actual scrape configuration, including residential routing and rendering, then compare included monthly quota and overage controls. | Start with the 350 MB trial for $1.95 or a 1 GB package. Unused traffic never expires. |
| Browser workflow | Use Interact for managed browser minutes when clicks are needed; a basic scrape credit does not buy the same interactive work. | Scrape API can render JavaScript without exposing a browser session; the separately documented Cloud Browser is the relevant CDP path, with access to confirm. | Sticky sessions from 1 second to 72 hours, with a named session ID for each browser profile. |
| Connecting an agent | Connect the first-party hosted or local MCP server and cap paid-plan top-ups before allowing autonomous crawl or extract loops. | The official MCP server exposes scraping tools, and the API is directly callable; budget agent retries and any adaptive feature upgrades. | Point your agent's fetcher or browser tool at the proxy endpoint. ProxyLane supplies the network, not a hosted browser. |
| A growing production workload | Track credits across endpoints, rate/concurrency limits and rollover terms; higher tiers change both quota and throughput. | Set project credit budgets and concurrency controls and measure credits per successful target result; monthly unused quota does not carry forward. | Target by country, region, city, ZIP, ISP or ASN across 195 countries. Larger packages lower the rate to $2.50/GB. |
| Check before moving |
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For known pages, test Firecrawl Scrape and Scrapfly Scrape API against the same output fields. On Scrapfly, select residential routing, JavaScript rendering or protection only when needed; those options and response size affect credits. Firecrawl's basic page credit can rise for structured formats or browser actions. Record usable records and retries rather than equating one credit with one completed page. Both have monthly included credit rules that matter when batches stop.
For an agent exploring a site, Firecrawl's official MCP includes Search, Map and Crawl, whereas Scrapfly's official MCP exposes scraping, screenshot and usage tools. Test a bounded discovery-to-extraction sequence, including any extra application steps around Scrapfly. Firecrawl Interact consumes browser minutes; Scrapfly's separately documented Cloud Browser uses session-time and bandwidth credits with account access to confirm. Compare those only after scripting an interaction, and cap any Firecrawl paid top-ups before the loop.
IP QUALITY
Give your browser a clean residential IP
ProxyLane offers premium residential IPs with ultra-low fraud scores, from ethically sourced, real devices.
Test your workload for $1.95IP reputation snapshot
98.7%
of 1,000 sampled IPs rated low risk by Scamalytics
- Sample
- 1,000 unique IPs
- Setup
- Top 10 countries · 100 IPs each
- IPs collected
- 14 October 2026
- Checked
- 14 October 2026
Low risk: scores 0–19 on Scamalytics’ 0–100 scale. Aggregate sample result; individual countries vary.
Exit IP203.0.113.24Residential ISP
Fraud scoreUltra-low
What a clean IP gets you
- See fewer CAPTCHAsReal-device IPs trip far fewer challenge pages
- Keep sessions aliveOne residential IP from sign-in to export
- Pay for data, not retriesMore of every GB turns into results
PUBLISHED ENTRY OFFERS
What it costs
to start
Advertised starting offers use different products and billing units. Price the matched route before choosing a plan.
Firecrawl
$19per month
Free: 1,000 credits/month, no card. First paid Hobby: $19/month billed monthly or $16/month billed annually for 5,000 credits/month; $5 top-ups on a paid plan provide 1,000 Hobby credits. Prices effective September 4, 2026.
Scrapfly
$30per month
1,000 free Scrape API credits advertised; first listed paid Discovery plan is $30/month with 200,000 included credits. Residential routing, JS rendering and other features consume more than one credit per scrape.
ProxyLane
$1.95350 MB trial
350 MB trial for $1.95. Packages from $6.50/GB for 1 GB down to $2.50/GB for 1 TB, with traffic that never expires.
Try 350 MB for $1.95BEFORE SWITCHING
Test both routes
on one job
Same targets, same fields. Compare the cost of each usable record. Worksheet
Run one sample
Same targets on both routes
Count usable records
Not just 200 responses
Read the fine print
Minimums, expiry, add-ons
Move one job first
Keep a rollback ready
RESIDENTIAL PROXY PRICING
Premium Proxies
ready to scale
From $2/GB. Buy the traffic you need, keep it until you use it.
Test our IP quality: 350 MB$1.95
Explore
For your first requests
$6.50
per GB · Traffic never expires
1 GB$6.50 total
- 98.7% low-risk IPs on Scamalytics
- Real residential devices
- ≈0.35s average response time
- One clean IP for up to 72h
- 195 countries & cities
- ZIP, ISP & ASN targeting
- Sub-users with GB limits
Build
Room to growFor projects taking shape
$5.48
per GB · Traffic never expires
25 GB$137 total
- 98.7% low-risk IPs on Scamalytics
- Real residential devices
- ≈0.35s average response time
- One clean IP for up to 72h
- 195 countries & cities
- ZIP, ISP & ASN targeting
- Sub-users with GB limits
Run
For everyday workflows
$4.50
per GB · Traffic never expires
50 GB$225 total
- 98.7% low-risk IPs on Scamalytics
- Real residential devices
- ≈0.35s average response time
- One clean IP for up to 72h
- 195 countries & cities
- ZIP, ISP & ASN targeting
- Sub-users with GB limits
Scale
For growing workloads
$3.90
per GB · Traffic never expires
100 GB$390 total
- 98.7% low-risk IPs on Scamalytics
- Real residential devices
- ≈0.35s average response time
- One clean IP for up to 72h
- 195 countries & cities
- ZIP, ISP & ASN targeting
- Sub-users with GB limits
Grow
Room to growFor bigger operations
$2.75
per GB · Traffic never expires
500 GB$1,375 total
- 98.7% low-risk IPs on Scamalytics
- Real residential devices
- ≈0.35s average response time
- One clean IP for up to 72h
- 195 countries & cities
- ZIP, ISP & ASN targeting
- Sub-users with GB limits
Volume
For high-volume data
$2.50
per GB · Traffic never expires
1 TB$2,500 total
- 98.7% low-risk IPs on Scamalytics
- Real residential devices
- ≈0.35s average response time
- One clean IP for up to 72h
- 195 countries & cities
- ZIP, ISP & ASN targeting
- Sub-users with GB limits
Enterprise
For your business, at your scale
Custom
Let's build your setup together
From 5 TBFrom $2 / GB
-
Dedicated Account Manager
-
Teams management
-
Traffic limits per team
-
API / MCP to scale your business and team with AI agents
25+ crypto
Questions before
you choose
Is Firecrawl or Scrapfly cheaper?
Firecrawl starts at $19 per month (5,000 credits), Scrapfly at $30 per month (200,000 Scrape API credits). Billing units differ, so compare the cost of a usable record on the same workload, not the headline rate.
What is the main difference between Firecrawl and Scrapfly?
Compare usable output and required integration work under each API contract. Firecrawl: Scrape API (Markdown/structured output). Scrapfly: Scrape API.
Can I test ProxyLane before switching?
Yes. The 350 MB trial costs $1.95 and runs on the same residential network as paid packages. Unused traffic never expires.
Which targeting and sessions does ProxyLane support?
Country, region, city, ZIP, ISP and ASN targeting across 195 countries. Sessions can rotate on every request or stay sticky from 1 second to 72 hours, over HTTP(S) or SOCKS5.
Does ProxyLane offer a managed scraping API?
No. ProxyLane is a residential proxy network for the client, scraper or browser you already run. Your team keeps control of fetching, rendering and parsing.
STILL DECIDING?
Test ProxyLane for $1.95
before you choose
Run the targets you would send to Firecrawl or Scrapfly. Get 350 MB of residential traffic with sticky sessions up to 72 hours. Keep any unused traffic for later.
