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AlterLab vs Bright Data in 2026

Page prices, and one flat rate.

On Nov 12, 2026, AlterLab charges $0.0002 to $0.02 a page, set by the tier that returned it. Bright Data's Web Unlocker takes one credit a request, and Bright Data values 5,000 credits at about $7.50.

SpecStream is the live web data engine. Its Extract API reads any page for $0.80 per 1,000 and scores 0.908 F1 on WCXB. The same key searches the web from $1 per 1,000 and returns every match for a request as rows.

New accounts get $10 of credit, no card. It covers 12,500 pages.

SpecStream, AlterLab and Bright Data side by side

SpecStreamAlterLabBright Data
Price per page$0.80 per 1,000 pages, the same for every page ($0.0008)Five tiers: $0.0002 direct fetch, $0.0003 HTTP client, $0.002 managed sessions, $0.004 browser rendering, $0.02 extended browser sessionsWeb Unlocker: one credit per successful request. Bright Data values 5,000 credits at about $7.50, which is $1.50 per 1,000
A page that needs a browser$0.0008, the same price. A page that refuses a plain read is tried again in a real browser$0.004 for browser rendering, or $0.0005 when it succeeds from AlterLab's own serversWeb Unlocker returns it from one request. Scripted browsing runs on the Browser API at 5 credits per MB of traffic
Free to start$10 of credit, no card: 12,500 pagesUp to 5,000 free requests on sign up, then a $10 minimum deposit5,000 free credits a month, no credit card
Credit you do not useNever expires. Credit you buy stays on the accountBalance never expiresFree credits reset to 5,000 on the first of each month and do not roll over
What is not chargedA page with no text. A busy call, which gets 429 with Retry-AfterFailed requests. A cache hit bills half the tier priceFailed requests. Scraper API records that fail on incorrect input are billed
SearchGET /v1/web-search on the same key: from $1 per 1,000 searches of up to 10 results, 97.9 F-score on all 1,000 SimpleQA Verified questions$0.001 per query, $0.004 for Google or Bing resultsSERP API at one credit per request
Structured dataDeep Search: a request in plain words returns every match on the live web as rows, at 5¢, 15¢ or $1 a row, with the most a run can cost quoted before it startsYour JSON schema filled from a page you name, $0.001 on top of the tier priceScraper API: pre-built scrapers at $1.50 per 1,000 records pay as you go
Agents and MCPMCP server at https://api.specstream.ai/mcp, REST API, Python and TypeScript SDKs and a CLIMCP server at mcp.alterlab.io/mcp and a REST APIAn MCP server whose requests draw from the same 5,000 free monthly credits

Why AlterLab and Bright Data users move to SpecStream

Other AlterLab and Bright Data alternatives

How SpecStream scores

The same numbers as the benchmarks page, from the official tasks and scorers.

How to move AlterLab or Bright Data code to SpecStream

1. Create a key under Agents & API in the workspace. A new account gets $10 of credit, no card, which covers 12,500 pages.

2. Replace the scrape call with POST https://api.specstream.ai/v1/extract. Send 1 to 20 URLs in urls and format as markdown or text, with the key as the Bearer token.

import os, requests

reply = requests.post(
    "https://api.specstream.ai/v1/extract",  # was api.brightdata.com/request or api.alterlab.io/v1/scrape
    headers={"Authorization": f"Bearer {os.environ['SPECSTREAM_API_KEY']}"},
    json={"urls": ["https://en.wikipedia.org/wiki/Web_scraping"], "format": "markdown"},
    timeout=60,
)
for page in reply.json()["data"]["results"]:
    print(page["status"], page["url"], (page.get("text") or "")[:300])

3. Read status on each page. Only ok is charged, at $0.0008. Read 429 as a call to send again after Retry-After. It is not charged.

4. To test it on your own pages, send the same 100 URLs to your current API and to SpecStream, then compare each page's text and the price_usd of each call. 100 pages cost $0.08 on SpecStream.

Frequently asked questions

Something we didn't answer? Talk to a human

Is AlterLab cheaper than Bright Data?
For simple pages, yes: AlterLab's direct fetch costs $0.0002 a page, and a Bright Data Web Unlocker credit is worth about $0.0015. A page that needs AlterLab's browser costs $0.004. SpecStream charges $0.0008 for every page, browser or not.
How much does Bright Data's Web Unlocker cost?
One credit per successful request. Bright Data values its 5,000 free monthly credits at about $7.50, which is $1.50 per 1,000 requests, and failed requests are not charged.
How much does AlterLab cost?
$0.0002 to $0.02 a page across five tiers, with a $10 minimum deposit, up to 5,000 free requests on sign up and a balance that never expires. Search starts at $1.00 per 1,000 queries.
Do AlterLab and Bright Data charge for failed requests?
No. Both bill successful requests only, though Bright Data bills Scraper API records that fail because the input was incorrect. SpecStream charges nothing for a page with no text or a busy call.
Does SpecStream have an MCP server?
Yes, at https://api.specstream.ai/mcp. Web search, page reading and Deep Search are its tools, on the same balance as the API.
Is there a free trial?
SpecStream gives $10 of credit, no card, which reads 12,500 pages. AlterLab gives up to 5,000 free requests on sign up, and Bright Data 5,000 free credits a month.

Sources

SpecStream wrote this page. Each rival figure comes from that company's own page.

  1. AlterLab pricingalterlab.io/pricing, read Nov 12, 2026
  2. AlterLabalterlab.io/, read Nov 12, 2026
  3. AlterLab vs Bright Dataalterlab.io/vs/brightdata, read Nov 12, 2026
  4. Bright Data free tierdocs.brightdata.com/general/account/billing-and-pricing/free-tier.md, read Nov 12, 2026
  5. Bright Data Web Unlocker API overviewdocs.brightdata.com/products/web-unlocker/introduction.md, read Nov 12, 2026
  6. Bright Data billingdocs.brightdata.com/general/account/billing-and-pricing.md, read Nov 12, 2026
  7. Bright Data Scraper API FAQsdocs.brightdata.com/products/scrapers/scrapers-library/faqs.md, read Nov 12, 2026
  8. ZenRows pricingzenrows.com/pricing.md, read Nov 12, 2026
  9. ZenRows pricing documentationdocs.zenrows.com/first-steps/pricing.md, read Nov 12, 2026
  10. Apify pricingapify.com/pricing, read Nov 12, 2026
  11. Firecrawl pricingfirecrawl.dev/pricing, read Nov 12, 2026
  12. ScrapingBee pricingscrapingbee.com/pricing/, read Nov 12, 2026
  13. SpecStream benchmarksspecstream.ai/benchmarks, read Nov 12, 2026
  14. SpecStream pricingspecstream.ai/pricing, read Nov 12, 2026
  15. SpecStream for agentsspecstream.ai/agents.md, read Nov 12, 2026