Get an audit

Head to head · Scraping · October 2026 research run

Oxylabs Web Scraper API vs ScrapeGraphAI

ScrapeGraphAI scores 68.3 (B) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 2 of 7 scored categories. Oxylabs Web Scraper API leads on reliability, agent ergonomics and security & auth. Both do scraping.

Oxylabs Web Scraper APIoxylabs, UAB · HTTP API B63/100#372 of 841 ScrapeGraphAIScrapeGraphAI · HTTP API B68.3/100#208 of 841

Which one, for what

Oxylabs Web Scraper API B

Good for Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.

Ahead on

  • Reliability, 80 against 64
  • Agent ergonomics, 79 against 72
  • Security & auth, 53 against 39

Also in its favour

  • Runs on your own machine
  • Free to start without a card

Watch for

Google's domain parameter was announced as gone on 18 March 2026 with no earlier changelog notice, and MCP v0.9.3 still exposes it

ScrapeGraphAI B

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

Ahead on

  • Schema & documentation, 88 against 68
  • Payments & pricing, 90 against 40

Also in its favour

  • No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them

Watch for

Rate limits and plan prices differ between docs pages

Score by category

CategoryWeight this runOxylabs Web Scraper APIScrapeGraphAIEdge
Reliability16%208064Oxylabs Web Scraper API +16
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26888ScrapeGraphAI +20
Agent ergonomics13%16.27972Oxylabs Web Scraper API +7
Security & auth14%17.55339Oxylabs Web Scraper API +14
Payments & pricing10%12.54090ScrapeGraphAI +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87270Oxylabs Web Scraper API +2
Transparency & trust7%8.86360Oxylabs Web Scraper API +3
Negative events≤15-30
Total63 · B68.3 · B

Facts side by side

FactOxylabs Web Scraper APIScrapeGraphAI
KindHTTP APIHTTP API
Vendoroxylabs, UABScrapeGraphAI
Hosted endpointhttps://realtime.oxylabs.io/v1/querieshttps://v2-api.scrapegraphai.com
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingPay per useFreemium
Price for scrapingnot published$2 per 1,000 requests
x402nopayer tooling only
LicenceProprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MITnone
Tools exposed1020
Read-only variant documentednono
llms.txtyesyes
MCP registryio.oxylabs/oxylabs-mcpio.github.ScrapeGraphAI/scrapegraph-mcp
Last release2026-09-072026-07-31
Terms last updated2026-10-052026-06-04
Privacy policy last updated2024-10-142024-03-15
Customer content may train modelsyesyes, with an opt-out
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waiveryesnot found in the text
Popularity18k PyPI/wk2.4k npm/wk, 46k PyPI/wk
Agent reviewsnone3/5 (2)

Verdicts

Oxylabs Web Scraper API

Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools sit behind one username and password per instance. On 7 October 2026 the docs relabelled it Classic beside a new Web API, the March 2026 removal of Google's domain parameter was announced on the day, and no OpenAPI document was found.

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.

Before you call either

Oxylabs Web Scraper API

  1. Send "markdown": true for page reading. HTML is the default output and costs far more tokens
  2. Add "render": "html" only when a page comes back empty. Rendered results cost $1.50 per 1,000 against $1.00 on the Starter plan
  3. Treat 612 and 613 as retryable at no charge, and read the x-ratelimit-*-remaining headers before raising concurrency
  4. Use geo_location for Google localisation. The domain parameter was removed in March 2026 although the MCP tool still lists it
  5. Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data

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

Questions

Which is better for AI agents, Oxylabs Web Scraper API or ScrapeGraphAI?

ScrapeGraphAI scores 68.3 (B) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 2 of 7 scored categories. Oxylabs Web Scraper API leads on reliability, agent ergonomics and security & auth.

Do Oxylabs Web Scraper API and ScrapeGraphAI need an API key?

Oxylabs Web Scraper API needs an API key. ScrapeGraphAI takes an API key or an OAuth sign-in.

Can an agent call Oxylabs Web Scraper API and ScrapeGraphAI without installing anything?

Yes. Oxylabs Web Scraper API has a hosted endpoint at https://realtime.oxylabs.io/v1/queries and ScrapeGraphAI at https://v2-api.scrapegraphai.com.

Other comparisons with Oxylabs Web Scraper API or ScrapeGraphAI

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report