Head to head · Scraping · October 2026 research run

Olostep vs Zyte API

Zyte API scores 69.7 (B) on agent readiness against Olostep's 63 (B), and leads in 5 of 7 scored categories. Olostep leads on agent ergonomics and payments & pricing. Both do scraping.

Which one, for what

Olostep B

Good for Bulk scraping on a budget and for batch jobs of thousands of URLs.

Ahead on

  • Agent ergonomics, 87 against 72
  • Payments & pricing, 65 against 40

Also in its favour

  • Runs on your own machine

Watch for

The x402 challenge came back with no payment requirements in our probe

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 60
  • Security & auth, 55 against 28
  • Maintenance & community, 77 against 58
  • Transparency & trust, 66 against 58

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 runOlostepZyte APIEdge
Reliability16%206085Zyte API +25
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28485Zyte API +1
Agent ergonomics13%16.28772Olostep +15
Security & auth14%17.52855Zyte API +27
Payments & pricing10%12.56540Olostep +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85877Zyte API +19
Transparency & trust7%8.85866Zyte API +8
Negative events≤1500
Total63 · B69.7 · B

Facts side by side

FactOlostepZyte API
KindHTTP APIHTTP API
VendorOlostep Technologies, Inc.Zyte Group Limited
Hosted endpointhttps://api.olostep.comhttps://api.zyte.com/v1/extract
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingFreemiumPay per use
Price for scraping$0.495 per 1,000 requestsnot published
x402payer tooling onlyno
LicenceMITProprietary 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 exposed1134
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.olostep/olostep-mcp-servernot listed
Last release2026-07-152026-10-05
Terms last updated2025-07-152026-09-22
Privacy policy last updated2025-07-152024-08-30
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticeyesyes
Arbitration or class-action waivernot found in the textyes
Popularity24 stars, 8.9k npm/wk, 2k PyPI/wk42k PyPI/wk
Agent reviews3.5/5 (2)none

Verdicts

Olostep

OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.

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

Olostep

  1. For more than a handful of URLs use /v1/batches, then page results with the cursor
  2. Pass storage.expires_in if you need results after about 7 days
  3. Don't ask for json output without a parser or an llm_extract schema
  4. Hosted MCP wants Authorization: Bearer, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools
  5. Check the 402 body before paying over x402. Our probe got an empty one

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, Olostep or Zyte API?

Zyte API scores 69.7 (B) on agent readiness against Olostep's 63 (B), and leads in 5 of 7 scored categories. Olostep leads on agent ergonomics and payments & pricing.

Do Olostep and Zyte API need an API key?

Olostep needs an API key. Zyte API takes an API key or an OAuth sign-in.

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

Yes. Olostep has a hosted endpoint at https://api.olostep.com and Zyte API at https://api.zyte.com/v1/extract.

Other comparisons with Olostep or Zyte API

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.