Best Bright Data alternative for scraping many APIs (2026)

Maybe you need prices from a few hundred product pages. Maybe your agent needs this morning's Google results for a keyword list.

You open Bright Data, and before you get a single row you're picking between half a dozen products, choosing a proxy type, and clearing an identity review for residential IPs. Then you parse the HTML that comes back yourself.

I read every Bright Data price page on October 1, 2026, and priced the same 10,000-page scrape on each product. On Bright Data's side that's a page read, not a run.

None of that setup is Bright Data doing anything wrong. It's what a platform built for companies that collect data at scale looks like, and if that's you, it's hard to beat.

Where is Bright Data strong?

If collecting data at scale is your whole job, Bright Data earns its complexity.

• Scale and control. Residential, ISP, mobile, and datacenter proxies with precise geo-targeting and session control. If you run big crawls and need to control exactly how your requests look, little else competes.
• It gets through the hard targets. The Unlocker API and Browser API are built for heavy anti-bot defenses at volume. When cheaper scrapers come back blocked, Bright Data usually doesn't.
• Enterprise compliance. An identity and use-case review for the residential network, a compliance team, GDPR and CCPA policies, and signed agreements. If your company needs that paperwork before you can scrape anything, Bright Data has it ready.
• A free tier you can actually use. The Unlocker API, SERP API, and Web Scraper API each come with 5,000 free requests or records a month, no card required, and Bright Data was matching first deposits up to $500 on October 1, 2026.

If that's your job, Bright Data is the pick and you can stop reading here. If you want the data from a few sources without building a collection setup to get it, the rest of this page is for you.

Before you pay anyone, check your volume: if you're under 5,000 pages a month, Bright Data's free tier on the Unlocker API already covers the job, with no card.

Where does paying per request win?

If you're not collecting at scale, most of that platform is setup you don't need. Here's what changes when you call one API instead.

What stands between you and your first row?

Because Bright Data is built for scale, it asks scale-sized questions up front. You sign up, clear a review for the residential network, pick which product fits, set up a proxy zone, and then parse whatever comes back.

A residential proxy sends your request through someone's home internet connection, so the site sees an ordinary visitor instead of a data center, and it's the product Bright Data's identity review covers.

If you run a large ongoing operation, that setup pays for itself. If you've got a small job, it's a wall.

Paying per request skips all of it: you sign up, add a few dollars, and make the call.

There's no minimum to commit to and no review to pass, so your first row is minutes away.

What will the job cost?

Bright Data prices every product separately, so your bill depends on which one you picked. Residential proxies are $8 per GB pay as you go, or $4 with a half-off code for your first three months.

The monthly plans list $7 per GB on $499 (141 GB), $6 on $999 (332 GB), and $5 on $1,999 (798 GB). The same code takes those to $4, $3, and $3.

The Unlocker API and SERP API are $1.50 per 1,000 requests pay as you go, or $499 a month for 383,000 Unlocker or 380,000 SERP requests. The Web Scraper API is $1.50 per 1,000 records pay as you go, or $499 a month for 384,000.

Bright Data pricing: 5,000 free requests or records a month on the API products, then $1.50 per 1,000 pay as you go (proxies bill per GB instead, so page weight sets your price)

The proxy bill is the tricky one. You pay for bandwidth, so the same job costs wildly different amounts depending on how heavy the pages are.

And you don't know how heavy they are until you've fetched them.

Paying per request takes page size out of the picture. Each call is billed at a listed price whatever the page weighs, and the endpoint page shows both the cheapest price and the most a call can cost.

Multiply by your number of calls and you know your range before you start.

AnyAPI pricing: per call in dollars, with no plan or minimum (a call can cost more than the cheapest price when a dearer source has to answer)

How much do you have to assemble?

With Bright Data you design the setup: which product, which proxy type, and how to parse the HTML that comes back. That control is the point of the platform, and it's also work you have to do.

If you're pulling from six sites, that can mean six different setups.

If you'd rather not, AnyAPI is one endpoint per source. Same key, same request format, and the response comes back as clean JSON, so you've got nothing to parse and no selectors to fix when a site changes its layout.

To add a source, you change the endpoint name.

What happens when a page comes back blocked?

Sites change and block, and every scraper has bad days. With Bright Data, getting unblocked is something you tune yourself: rotate proxies, switch products, adjust the browser settings.

That's control when you want it and a chore when you don't.

If you'd rather skip the chore, AnyAPI's page scraper does it for you: it has four sources, from $0.70 per 1,000 up to $1.50, and tries the cheapest first; when a page comes back blocked, the request moves to the next one.

A blocked or failed attempt costs nothing. You're billed the listed price of the source that answered, and a call never costs more in total than the top price.

What does one call look like?

Here's the call, and what it cost: a page of Google results for $0.0005, on October 1, 2026. Bright Data's SERP API charges $1.50 per 1,000 searches pay as you go.

curl https://api.getanyapi.com/v1/run/google.search \
  -H "Authorization: Bearer $ANYAPI_KEY" \
  -d '{"query": "wireless earbuds"}'

import os, requests

r = requests.post(
    "https://api.getanyapi.com/v1/run/google.search",
    headers={"Authorization": f"Bearer {os.environ['ANYAPI_KEY']}"},
    json={"query": "wireless earbuds"},
)
body = r.json()
print(body["costUsd"], body["output"]["data"]["results"][1]["title"])
# 0.0005 Wireless Earbuds - Headphones

const r = await fetch("https://api.getanyapi.com/v1/run/google.search", {
  method: "POST",
  headers: { Authorization: `Bearer ${process.env.ANYAPI_KEY}` },
  body: JSON.stringify({ query: "wireless earbuds" }),
});
const { costUsd, output } = await r.json();
console.log(costUsd, output.data.results[1].title); // 0.0005 Wireless Earbuds - Headphones

The same call works for anything in the catalog, and to switch sources you change the endpoint name and the input.

Same key, same JSON, same wallet. No proxy to configure and no product to choose first.

Bright Data vs paying per request, at a glance

When should you stay on Bright Data, and what are the limits?

Just want the data from a handful of sources? Pay per request. You don't want to clear a review, size a monthly plan, or pick between half a dozen products to fetch a few pages.

You want one key, a known price per call in dollars, and JSON you don't have to parse.

Running large-scale collection, or need the compliance paperwork and proxy control? Stay on Bright Data. At real volume, against hard targets, with signed agreements, that's what it's built for.

If you're small, the cons are plain. Half a dozen products to choose from. Proxy bills by the gigabyte. HTML you parse yourself.

Plenty of teams run both: Bright Data for the pages nothing else gets through, and a pay-per-request API for everything else.

One limit on the API side. A page scraper, AnyAPI's included, can sometimes return a bot wall as a success because the site answered with a normal status code, and you're billed for that call.

A bot wall is the page a site shows a suspected robot instead of the content you asked for. In a test on September 27, 2026, AnyAPI's page scraper got a "Continue shopping" wall on both Amazon product pages it fetched.

Its Amazon product endpoint returned all ten products in the same test. So if you're after a hard target, use the dedicated endpoint where there is one; the best Oxylabs alternatives has the full test.

If you're comparing a scraper marketplace instead of an infrastructure platform, see the best Apify alternative and the best RapidAPI alternative. If you're weighing two proxy APIs against each other, ScrapingBee vs ScraperAPI puts them head to head.

And if you're wiring this up for an AI agent, paying per call is what lets an agent buy data with no account.

Use data responsibly and follow AnyAPI's Acceptable Use Policy.