Let's Scrape vs ScrapingBee for Zillow: Request Pricing Without Credit Guesswork

Choose Let's Scrape when you need Zillow listing JSON and want to budget with a fixed number of requests. Choose ScrapingBee when you need a general web scraping API for several sites and are ready to configure extraction from returned page content. ScrapingBee credits are predictable once you know the options used by each request.

The current paid entry prices are closer than the old comparison suggested. Let's Scrape Pro is $13.90 per month. ScrapingBee Hobby is $19 per month, not $49. The remaining difference is $5.10, but the included units and output formats are not the same.

The quick decision

Neither product removes normal application work. You still need timeouts, error handling, validation and monitoring. ScrapingBee also leaves your team responsible for defining the Zillow extraction contract.

What one ScrapingBee request costs

A credit is ScrapingBee's billing unit. It is not a request and it is not a returned Zillow listing. The current ScrapingBee HTML API documentation publishes these multipliers:

JavaScript rendering is enabled by default and costs 5 credits with a Classic proxy. Do not budget every call as 1 credit unless your request explicitly uses render_js=false and that configuration returns usable Zillow content.

The table shows published multipliers, not a claim that Zillow requires a particular tier. Only a repeatable test against the page types you need can answer that. A successful page request can also contain data your parser does not understand, so validate the body before accepting it.

Use Auto-Mode without losing the budget limit

ScrapingBee Auto-Mode tries configurations from the cheapest to the most expensive and stops at the first successful one. A request can cost 1, 5, 10, 25 or 75 credits. If all configurations fail, ScrapingBee documents a cost of 0 credits.

GET /api/v1?url=https%3A%2F%2Fwww.zillow.com%2Faustin-tx%2F&mode=auto&max_cost=25
Host: app.scrapingbee.com
Authorization: Bearer supplied from SCRAPINGBEE_API_KEY

max_cost=25 prevents Auto-Mode from trying the 75-credit Stealth configuration. The charged amount is returned in the Spb-auto-cost response header. Do not send render_js, premium_proxy, stealth_proxy or transparent_status_code with mode=auto; the current documentation says that combination returns HTTP 400.

Auto-Mode reduces configuration guesswork. It does not create a Zillow listing schema. Your code must still check that the returned page contains the expected data and then parse or extract it.

Compare page content with Zillow JSON

The ScrapingBee HTML API accepts a target url and returns page content. It also supports CSS extraction rules and AI extraction options. Those features can produce structured output, but your team defines the rules and maintains the expected fields. The documentation currently adds 5 credits when AI extraction features are used.

The verified Let's Scrape flow calls a Zillow-specific endpoint:

GET /v1/search/sale?location_or_rid=Austin%2C%20TX&listing_types=agent&sort=newest&doz=1&page=1
X-RapidAPI-Host: real-estate-zillow-com.p.rapidapi.com
X-RapidAPI-Key: supplied from RAPIDAPI_KEY

A subscribed test on July 30 returned listing records with zpid, address, unformattedPrice, beds, baths, area and detailUrl. That is enough for a basic search index or price monitor without an HTML parser.

Current plans and billing units

Prices below were checked on September 22, 2026. The current ScrapingBee pricing page supersedes its older knowledge-base plan list, which does not include Hobby.

The headline price does not tell you how many usable Zillow records you will receive. Let's Scrape counts API requests. ScrapingBee counts credits spent on successful page requests. One page can contain many listings, no listings or content your extraction rules reject.

Calculate a 750-call month

The example workload runs at most 25 calls each morning for 30 days:

25 calls per day * 30 days = 750 calls per month

For Let's Scrape Pro, the calculation is direct: 750 requests use 5% of the 15,000-request allowance.

For ScrapingBee, multiply the calls by the tested credit cost:

monthly credits = monthly calls * credits per request

Both entry plans have enough published capacity for this 750-call scenario, even at ScrapingBee's 75-credit tier. That is only a capacity calculation. It does not prove that every configuration returns usable Zillow content or that retries will stay within 750 calls.

When ScrapingBee is the better fit

ScrapingBee is a sensible choice when the same team scrapes many websites and already maintains extraction rules. Rendering, several proxy levels, Auto-Mode and a cost cap give developers control over difficult pages. The Hobby plan also makes the entry price much closer to Let's Scrape than it was in the older comparison.

It may also fit when your application needs page elements outside a fixed Zillow JSON response. In that case, owning extraction rules is useful rather than wasteful.

When the Zillow API is simpler

Let's Scrape is simpler when the documented listing fields already match your application. You can compare a job's call count directly with the plan allowance and remove the Zillow HTML parser from the first version.

A focused API still needs contract tests. The July 30 sale search succeeded, but three property-endpoint requests returned HTTP 200 with JSON status 400. Use the verified search route and retest /v1/property with your own subscription before depending on it.

Review the active routes in the Zillow API fields and endpoints guide. For a complete saved-state example, continue with the Python and SQLite price-drop monitor.

Test before choosing a plan

1. List the exact Zillow fields your application needs.
2. Run ten representative pages or searches through each provider.
3. For ScrapingBee, record the working configuration and credits charged.
4. Reject responses that do not contain the data your parser expects.
5. Add retry calls to the monthly estimate.
6. Choose the smallest plan that fits the measured workload with room for failures.

Sources checked September 22, 2026

• Let's Scrape Real Estate Zillow.com API page
• ScrapingBee pricing
• ScrapingBee HTML API and credit documentation
• ScrapingBee credit system explanation