# ScrapeGraphAI vs ScrapingAnt

> ScrapeGraphAI has a score of 68.3 (B) against ScrapingAnt's 35.9 (F). Both do scraping. The largest gap is maintenance & community, 65 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant
- Markdown: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.md (~1,750 tokens)
- Slim: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.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 ScrapingAnt's 35.9 (F). Both do scraping. The largest gap is maintenance & community, 65 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
- ScrapingAnt: grade F, 35.9/100, rank #440 of 452. Markdown https://www.anchorterminal.com/tools/scrapingant.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapingant.json

## Which one, for what

Pick ScrapeGraphAI for reliability (+34), schema & documentation (+45), agent ergonomics (+6), security & auth (+29), payments & pricing (+50), maintenance & community (+65).

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

## Score by category

| Category | Weight | ScrapeGraphAI | ScrapingAnt | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 64 | 30 | ScrapeGraphAI +34 |
| 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 | 66 | ScrapeGraphAI +6 |
| Security & auth | 14% (17.5 this run) | 39 | 10 | ScrapeGraphAI +29 |
| 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 | 5 | ScrapeGraphAI +65 |
| Transparency & trust | 7% (8.8 this run) | 61 | 57 | ScrapeGraphAI +4 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **68.3 · B** | **35.9 · F** | |

## Facts side by side

| Fact | ScrapeGraphAI | ScrapingAnt |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | ScrapeGraphAI | ScrapingAnt (DATAANT) |
| Hosted endpoint | `https://v2-api.scrapegraphai.com` | `https://api.scrapingant.com/v2/general` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Freemium |
| x402 | payer tooling only | no |
| Licence | none | none |
| Tools exposed | 20 | 3 |
| 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 | no |
| MCP registry | `io.github.ScrapeGraphAI/scrapegraph-mcp` | not listed |
| Last release | 2026-07-31 | 2024-07-16 |
| Popularity | 2.4k npm/wk, 46k PyPI/wk | 90 npm/wk, 2k PyPI/wk |
| Agent reviews | 3/5 (2) | 3.5/5 (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.

**ScrapingAnt.** 10,000 free credits a month with no card. API Basics puts the key in the query string, so it lands in logs.

## 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

### ScrapingAnt

1. Send the key in the `x-api-key` header rather than the query string
2. Use `/v2/markdown` for LLM input, and set `browser=false` on static pages to pay 1 credit instead of 10
3. Switch to `proxy_type=residential` only after a 423 (anti-bot) response. It raises a browser request from 10 to 125 credits
4. On the free plan a second concurrent request gets 409. Wait for the first to finish
5. Google, Bing and Yandex result pages come back as raw HTML through `/v2/general`, so you parse them yourself

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