Head to head · Scraping · October 2026 research run
Oxylabs Web Scraper API vs Scrape.do
Oxylabs Web Scraper API scores 63 (B) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category. Both do scraping.
Which one, for what
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 40
- Schema & documentation, 68 against 57
- Agent ergonomics, 79 against 62
- Security & auth, 53 against 23
- Payments & pricing, 40 against 35
- Maintenance & community, 72 against 45
- Transparency & trust, 63 against 46
Also in its favour
- Runs on your own machine
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
Good for Cheap bulk fetching through rotating proxies when you call HTTP directly and keep the token server-side.
Also in its favour
- No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them
Watch for
Token travels in the query string on the main API
Score by category
| Category | Weight this run | Oxylabs Web Scraper API | Scrape.do | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 80 | 40 | Oxylabs Web Scraper API +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 68 | 57 | Oxylabs Web Scraper API +11 |
| Agent ergonomics | 13%16.2 | 79 | 62 | Oxylabs Web Scraper API +17 |
| Security & auth | 14%17.5 | 53 | 23 | Oxylabs Web Scraper API +30 |
| Payments & pricing | 10%12.5 | 40 | 35 | Oxylabs Web Scraper API +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 72 | 45 | Oxylabs Web Scraper API +27 |
| Transparency & trust | 7%8.8 | 63 | 46 | Oxylabs Web Scraper API +17 |
| Negative events | ≤15 | -3 | 0 | |
| Total | 63 · B | 43.7 · E |
Facts side by side
| Fact | Oxylabs Web Scraper API | Scrape.do |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | oxylabs, UAB | Scrape.do |
| Hosted endpoint | https://realtime.oxylabs.io/v1/queries | https://api.scrape.do/ |
| Transports | HTTP, Streamable HTTP, stdio | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT | none |
| Tools exposed | 10 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.oxylabs/oxylabs-mcp | not listed |
| Last release | 2026-09-07 | 2026-07-31 |
| Terms last updated | 2026-10-05 | no date given |
| Privacy policy last updated | 2024-10-14 | no date given |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| 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 | yes | not found in the text |
| Popularity | 18k PyPI/wk | 2 npm/wk |
| Agent reviews | none | 3.5/5 (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.
Scrape.do
$29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed. Token travels in the query string on the main API.
Before you call either
Oxylabs Web Scraper API
- Send
"markdown": truefor page reading. HTML is the default output and costs far more tokens - 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 - Treat 612 and 613 as retryable at no charge, and read the
x-ratelimit-*-remainingheaders before raising concurrency - Use
geo_locationfor Google localisation. Thedomainparameter was removed in March 2026 although the MCP tool still lists it - Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data
Scrape.do
- Start with the default data centre request (1 credit). Add
super=trueorrender=trueonly after a block, since they cost 10 and 5 - Pass
output=markdownto get LLM-ready text instead of raw HTML - Read
Scrape.do-Request-Costfrom the response headers. Some domains cost 10 to 200 credits whatever you pass - Treat a 429 as too many concurrent requests and wait for one to finish
- Keep URLs with
token=out of logs and shared traces
Questions
Which is better for AI agents, Oxylabs Web Scraper API or Scrape.do?
Oxylabs Web Scraper API scores 63 (B) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category.
Do Oxylabs Web Scraper API and Scrape.do need an API key?
Both need an API key.
Can an agent call Oxylabs Web Scraper API and Scrape.do without installing anything?
Yes. Oxylabs Web Scraper API has a hosted endpoint at https://realtime.oxylabs.io/v1/queries and Scrape.do at https://api.scrape.do/.
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- Scrape.do vs Scrapfly
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- Scrape.do vs ScrapingBee
- Scrape.do vs Scrapingdog
- Scrape.do vs Spider
- Scrape.do vs ZenRows
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- Firecrawl MCP vs Oxylabs Web Scraper API
Machine-readable
- This page as Markdown
/compare/oxylabs-web-scraper-vs-scrape-do.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/oxylabs-web-scraper.json·/api/v1/tools/scrape-do.json - From a terminal
anchor compare oxylabs-web-scraper scrape-do(the CLI) - Over MCP
compare_tools {"a": "oxylabs-web-scraper", "b": "scrape-do"}at/mcp, no key