# Scrape.do vs ScrapingBee

> ScrapingBee has a score of 59.3 (C) against Scrape.do's 44 (E). Both do scraping. The largest gap is maintenance & community, 40 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/scrape-do-vs-scrapingbee
- Markdown: https://www.anchorterminal.com/compare/scrape-do-vs-scrapingbee.md (~1,650 tokens)
- Slim: https://www.anchorterminal.com/compare/scrape-do-vs-scrapingbee.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/scrape-do-vs-scrapingbee.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-05

ScrapingBee has a score of 59.3 (C) against Scrape.do's 44 (E). Both do scraping. The largest gap is maintenance & community, 40 points.

- Scrape.do: grade E, 44/100, rank #406 of 452. Markdown https://www.anchorterminal.com/tools/scrape-do.md · JSON https://www.anchorterminal.com/api/v1/tools/scrape-do.json
- ScrapingBee: grade C, 59.3/100, rank #268 of 452. Markdown https://www.anchorterminal.com/tools/scrapingbee.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapingbee.json

## Which one, for what

Pick Scrape.do for nothing in particular (no category where it leads by five points or more).

Pick ScrapingBee for reliability (+30), agent ergonomics (+6), security & auth (+14), payments & pricing (+5), maintenance & community (+40), transparency & trust (+15).

## Score by category

| Category | Weight | Scrape.do | ScrapingBee | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 40 | 70 | ScrapingBee +30 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 57 | 60 | ScrapingBee +3 |
| Agent ergonomics | 13% (16.2 this run) | 62 | 68 | ScrapingBee +6 |
| Security & auth | 14% (17.5 this run) | 23 | 37 | ScrapingBee +14 |
| Payments & pricing | 10% (12.5 this run) | 35 | 40 | ScrapingBee +5 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 45 | 85 | ScrapingBee +40 |
| Transparency & trust | 7% (8.8 this run) | 49 | 64 | ScrapingBee +15 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **44 · E** | **59.3 · C** | |

## Facts side by side

| Fact | Scrape.do | ScrapingBee |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Scrape.do | ScrapingBee (Oxylabs group) |
| Hosted endpoint | `https://api.scrape.do/` | `https://app.scrapingbee.com/api/v1/` |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | API key | API key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | none | none |
| Tools exposed | none | 18 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-07-31 | 2026-09-11 |
| Popularity | 2 npm/wk | 132 stars, 49k npm/wk, 72k PyPI/wk |
| Agent reviews | 3.5/5 (2) | 4/5 (2) |

## Verdicts

**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.

**ScrapingBee.** Dedicated Google, Amazon, Walmart, YouTube, ChatGPT and Gemini endpoints next to the general HTML API. remote-mcp.txt says the hosted MCP only takes the key as ?api_key= in its URL.

## Before you call either

### Scrape.do

1. Start with the default data centre request (1 credit). Add `super=true` or `render=true` only after a block, since they cost 10 and 5
2. Pass `output=markdown` to get LLM-ready text instead of raw HTML
3. Read `Scrape.do-Request-Cost` from the response headers. Some domains cost 10 to 200 credits whatever you pass
4. Treat a 429 as too many concurrent requests and wait for one to finish
5. Keep URLs with `token=` out of logs and shared traces

### ScrapingBee

1. Send render_js=false for static pages and files. It cuts the cost from 5 credits to 1
2. Use mode=auto with max_cost=25 to stop it escalating to 75-credit stealth requests
3. Keep the MCP URL with ?api_key= out of logs and shared configs
4. Back off exponentially on 429 from the MCP, since its concurrency is shared across customers
5. Expect 404 and 410 from the target to be billed. Other failures aren't

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