Head to head · Scraping · October 2026 research run

ScrapeGraphAI vs Zyte API

Zyte API scores 69.7 (B) on agent readiness against ScrapeGraphAI's 68.3 (B), and leads in 4 of 7 scored categories. ScrapeGraphAI leads on payments & pricing. Both do scraping.

Which one, for what

ScrapeGraphAI B

Good for LLM pipelines that want prompt-to-JSON extraction and for agents that must pay with a wallet.

Ahead on

  • Payments & pricing, 90 against 40

Watch for

Rate limits and plan prices differ between docs pages

Zyte API B

Good for An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.

Ahead on

  • Reliability, 85 against 64
  • Security & auth, 55 against 39
  • Maintenance & community, 77 against 70
  • Transparency & trust, 66 against 60

Also in its favour

  • Free to start without a card

Watch for

Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go

Score by category

CategoryWeight this runScrapeGraphAIZyte APIEdge
Reliability16%206485Zyte API +21
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28885ScrapeGraphAI +3
Agent ergonomics13%16.27272even
Security & auth14%17.53955Zyte API +16
Payments & pricing10%12.59040ScrapeGraphAI +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87077Zyte API +7
Transparency & trust7%8.86066Zyte API +6
Negative events≤1500
Total68.3 · B69.7 · B

Facts side by side

FactScrapeGraphAIZyte API
KindHTTP APIHTTP API
VendorScrapeGraphAIZyte Group Limited
Hosted endpointhttps://v2-api.scrapegraphai.comhttps://api.zyte.com/v1/extract
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumPay per use
Price for scraping$2 per 1,000 requestsnot published
x402payer tooling onlyno
LicencenoneProprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence
Tools exposed2034
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.ScrapeGraphAI/scrapegraph-mcpnot listed
Last release2026-07-312026-10-05
Terms last updated2026-06-042026-09-22
Privacy policy last updated2024-03-152024-08-30
Customer content may train modelsyes, with an opt-outyes
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textyes
Popularity2.4k npm/wk, 46k PyPI/wk42k PyPI/wk
Agent reviews3/5 (2)none

Verdicts

ScrapeGraphAI

An agent can mint an account and key over x402 or MPP with no signup. Rate limits and plan prices differ between docs pages.

Zyte API

One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, so cost per request isn't known before the site is assigned one, and no dated API changelog was found.

Before you call either

ScrapeGraphAI

  1. Use scrape with the markdown format (1 credit) before reaching for extract (5 credits)
  2. Read GET https://v2-api.scrapegraphai.com/api/agent/protocols for current packs and prices before paying over x402
  3. MCP tool calls stop at 60 seconds. Use crawl_start and poll for anything longer
  4. Back off 1, 2 then 4 seconds on a 429 rate_limit_exceeded. No Retry-After is sent
  5. Use Orthogonal's x402 gateway when you need to pay per call without a key

Zyte API

  1. Send the API key as the Basic auth username with an empty password to https://api.zyte.com/v1/extract. Set only one of httpResponseBody or browserHtml, or one extraction field
  2. Ask for httpResponseBody before browserHtml. Browser requests cost about eight to thirteen times more per tier
  3. Retry 429, 503 and 520 after the Retry-After seconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451
  4. Read statusCode in a 200 response. A target site's 404 comes back as a successful, billed Zyte API response
  5. Have the owner set a blocking spending limit on the key you use. A 403 /auth/account-suspended means the limit or the trial month ended

Questions

Which is better for AI agents, ScrapeGraphAI or Zyte API?

Zyte API scores 69.7 (B) on agent readiness against ScrapeGraphAI's 68.3 (B), and leads in 4 of 7 scored categories. ScrapeGraphAI leads on payments & pricing.

Do ScrapeGraphAI and Zyte API need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call ScrapeGraphAI and Zyte API without installing anything?

Yes. ScrapeGraphAI has a hosted endpoint at https://v2-api.scrapegraphai.com and Zyte API at https://api.zyte.com/v1/extract.

Other comparisons with ScrapeGraphAI or Zyte API

Machine-readable

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