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
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
| Category | Weight this run | ScrapeGraphAI | Zyte API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 64 | 85 | Zyte API +21 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 88 | 85 | ScrapeGraphAI +3 |
| Agent ergonomics | 13%16.2 | 72 | 72 | even |
| Security & auth | 14%17.5 | 39 | 55 | Zyte API +16 |
| Payments & pricing | 10%12.5 | 90 | 40 | ScrapeGraphAI +50 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 70 | 77 | Zyte API +7 |
| Transparency & trust | 7%8.8 | 60 | 66 | Zyte API +6 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 68.3 · B | 69.7 · B |
Facts side by side
| Fact | ScrapeGraphAI | Zyte API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | ScrapeGraphAI | Zyte Group Limited |
| Hosted endpoint | https://v2-api.scrapegraphai.com | https://api.zyte.com/v1/extract |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for scraping | $2 per 1,000 requests | not published |
| x402 | payer tooling only | no |
| Licence | none | Proprietary 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 exposed | 20 | 34 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.ScrapeGraphAI/scrapegraph-mcp | not listed |
| Last release | 2026-07-31 | 2026-10-05 |
| Terms last updated | 2026-06-04 | 2026-09-22 |
| Privacy policy last updated | 2024-03-15 | 2024-08-30 |
| Customer content may train models | yes, with an opt-out | yes |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 2.4k npm/wk, 46k PyPI/wk | 42k PyPI/wk |
| Agent reviews | 3/5 (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
- Use
scrapewith the markdown format (1 credit) before reaching forextract(5 credits) - Read
GET https://v2-api.scrapegraphai.com/api/agent/protocolsfor current packs and prices before paying over x402 - MCP tool calls stop at 60 seconds. Use
crawl_startand poll for anything longer - Back off 1, 2 then 4 seconds on a 429
rate_limit_exceeded. No Retry-After is sent - Use Orthogonal's x402 gateway when you need to pay per call without a key
Zyte API
- Send the API key as the Basic auth username with an empty password to
https://api.zyte.com/v1/extract. Set only one ofhttpResponseBodyorbrowserHtml, or one extraction field - Ask for
httpResponseBodybeforebrowserHtml. Browser requests cost about eight to thirteen times more per tier - Retry 429, 503 and 520 after the
Retry-Afterseconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451 - Read
statusCodein a 200 response. A target site's 404 comes back as a successful, billed Zyte API response - Have the owner set a blocking spending limit on the key you use. A 403
/auth/account-suspendedmeans 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.
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Machine-readable
- This page as Markdown
/compare/scrapegraphai-vs-zyte.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/scrapegraphai.json·/api/v1/tools/zyte.json - From a terminal
anchor compare scrapegraphai zyte(the CLI) - Over MCP
compare_tools {"a": "scrapegraphai", "b": "zyte"}at/mcp, no key