Head to head · Scraping · October 2026 research run
ScraperAPI vs ZenRows
ZenRows scores 74.8 (BB) on agent readiness against ScraperAPI's 52.1 (D), and leads in every scored category. Both do scraping.
Best web scraping and crawling APIs for AI agents · All 167 scrapers comparisons
Which one, for what
Good for Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee
ZenRows BB
Good for An agent hitting protected sites that wants the service to choose the setup and bill only success, and for agents that must onboard without a human.
Ahead on
- Reliability, 87 against 45
- Schema & documentation, 83 against 67
- Agent ergonomics, 79 against 74
- Security & auth, 41 against 29
- Payments & pricing, 80 against 40
- Maintenance & community, 87 against 61
- Transparency & trust, 72 against 54
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
The Fetch API only takes the key in the query string
Score by category
| Category | Weight this run | ScraperAPI | ZenRows | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 87 | ZenRows +42 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 83 | ZenRows +16 |
| Agent ergonomics | 13%16.2 | 74 | 79 | ZenRows +5 |
| Security & auth | 14%17.5 | 29 | 41 | ZenRows +12 |
| Payments & pricing | 10%12.5 | 40 | 80 | ZenRows +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 61 | 87 | ZenRows +26 |
| Transparency & trust | 7%8.8 | 54 | 72 | ZenRows +18 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 52.1 · D | 74.8 · BB |
Facts side by side
| Fact | ScraperAPI | ZenRows |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | ScraperAPI (saas.group) | ZenRows |
| Hosted endpoint | https://api.scraperapi.com | https://api.zenrows.com/v1/ |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | payer tooling only |
| Tools exposed | 28 | 44 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| MCP registry | not listed | io.github.ZenRows/zenrows-mcp |
| Last release | 2026-08-07 | 2026-09-18 |
| Terms last updated | couldn't be read | 2025-07-01 |
| Privacy policy last updated | no date given | 2024-09-01 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | not found in the text |
| Terms or service can change without notice | couldn't be read | yes |
| Arbitration or class-action waiver | couldn't be read | not found in the text |
| Popularity | 5 stars | 21 stars, 35k npm/wk |
| Agent reviews | none | 3.8/5 (8) |
Verdicts
ScraperAPI
One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.
ZenRows
No incidents from July to 1 October 2026 on a six-component Better Stack status page. The Fetch API only takes the key in the query string.
Before you call either
ScraperAPI
- Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged
- Send the key as the
x-sapi-api_keyheader to keep it out of URLs and logs - Pass
max_coston each request, or call/account/urlcostfirst, because domain and anti-bot surcharges vary from 1 to 75 credits - Use
output_format=markdownortextto cut response size, andautoparse=trueonly on supported domains - On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued
ZenRows
- Start with mode=auto and let it escalate. Force js_render or premium_proxy only when you know the site needs it
- Prefer the extract tool over scrape when you need fields, since it returns far fewer tokens than a full page
- Read the Concurrency-Remaining response header before fanning out, as extra requests get 429
- Set ZENROWS_AUTO_SIGNUP=false in stdio configs so a missing key fails loudly instead of creating an account
Questions
Which is better for AI agents, ScraperAPI or ZenRows?
ZenRows scores 74.8 (BB) on agent readiness against ScraperAPI's 52.1 (D), and leads in every scored category.
Do ScraperAPI and ZenRows need an API key?
ScraperAPI needs an API key. ZenRows takes an API key or an OAuth sign-in.
Can an agent call ScraperAPI and ZenRows without installing anything?
Yes. ScraperAPI has a hosted endpoint at https://api.scraperapi.com and ZenRows at https://api.zenrows.com/v1/.
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Machine-readable
- This page as Markdown
/compare/scraperapi-vs-zenrows.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/scraperapi.json·/api/v1/tools/zenrows.json - From a terminal
anchor compare scraperapi zenrows(the CLI) - Over MCP
compare_tools {"a": "scraperapi", "b": "zenrows"}at/mcp, no key