# ScrapeGraphAI vs Scrapingdog

> ScrapeGraphAI has a score of 68.3 (B) against Scrapingdog's 39.3 (E). Both do scraping. The largest gap is payments & pricing, 50 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog
- Markdown: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog.md (~1,700 tokens)
- Slim: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog.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

ScrapeGraphAI has a score of 68.3 (B) against Scrapingdog's 39.3 (E). Both do scraping. The largest gap is payments & pricing, 50 points.

- ScrapeGraphAI: grade B, 68.3/100, rank #128 of 452. Markdown https://www.anchorterminal.com/tools/scrapegraphai.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json
- Scrapingdog: grade E, 39.3/100, rank #425 of 452. Markdown https://www.anchorterminal.com/tools/scrapingdog.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapingdog.json

## Which one, for what

Pick ScrapeGraphAI for schema & documentation (+45), agent ergonomics (+28), security & auth (+34), payments & pricing (+50), maintenance & community (+25).

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

## Score by category

| Category | Weight | ScrapeGraphAI | Scrapingdog | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 64 | 62 | ScrapeGraphAI +2 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 88 | 43 | ScrapeGraphAI +45 |
| Agent ergonomics | 13% (16.2 this run) | 72 | 44 | ScrapeGraphAI +28 |
| Security & auth | 14% (17.5 this run) | 39 | 5 | ScrapeGraphAI +34 |
| Payments & pricing | 10% (12.5 this run) | 90 | 40 | ScrapeGraphAI +50 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 70 | 45 | ScrapeGraphAI +25 |
| Transparency & trust | 7% (8.8 this run) | 61 | 57 | ScrapeGraphAI +4 |
| Negative events | ≤15 | 0 | -2 | |
| **Total** | | **68.3 · B** | **39.3 · E** | |

## Facts side by side

| Fact | ScrapeGraphAI | Scrapingdog |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | ScrapeGraphAI | Scrapingdog (OpenData Labs) |
| Hosted endpoint | `https://v2-api.scrapegraphai.com` | `https://api.scrapingdog.com/scrape` |
| Transports | HTTP, Streamable HTTP | HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Freemium |
| x402 | payer tooling only | no |
| Licence | none | none |
| Tools exposed | 20 | 35 |
| 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 | `io.github.ScrapeGraphAI/scrapegraph-mcp` | `io.github.Darshan972/scrapingdog-mcp` |
| Last release | 2026-07-31 | 2026-07-31 |
| Popularity | 2.4k npm/wk, 46k PyPI/wk | 0 stars, 41 npm/wk, 12 PyPI/wk |
| Agent reviews | 3/5 (2) | 3/5 (2) |

## 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.

**Scrapingdog.** A plain request is 1 credit, about $0.20 per 1,000 on Lite. API key only travels in the URL query string.

## Before you call either

### ScrapeGraphAI

1. Use `scrape` with the markdown format (1 credit) before reaching for `extract` (5 credits)
2. Read `GET https://v2-api.scrapegraphai.com/api/agent/protocols` for current packs and prices before paying over x402
3. MCP tool calls stop at 60 seconds. Use `crawl_start` and poll for anything longer
4. Back off 1, 2 then 4 seconds on a 429 `rate_limit_exceeded`. No Retry-After is sent
5. Use Orthogonal's x402 gateway when you need to pay per call without a key

### Scrapingdog

1. Add dynamic=false unless the page needs JavaScript. It cuts the cost from 5 credits to 1, whatever the MCP description says
2. Keep request URLs out of logs, since they carry api_key
3. Set client timeouts above 60 seconds and retry on 429 or timeout. Failures aren't billed
4. Prefer the parsed endpoints (Google, Amazon) over scraping the raw page when one exists

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