Head to head · Extraction · October 2026 research run

Diffbot vs ScrapeAtlas

ScrapeAtlas scores 63 (B) on agent readiness against Diffbot's 54.3 (C), and leads in 5 of 7 scored categories. Diffbot leads on reliability and transparency & trust. Both do extraction.

Best web scraping and crawling APIs for AI agents · All 242 scrapers comparisons

Which one, for what

Diffbot C

Best for Agents that want typed article, product or discussion data from arbitrary pages without writing selectors, and teams that also want the Knowledge Graph.

Ahead on

  • Reliability, 55 against 42
  • Transparency & trust, 68 against 61

Watch for

The token is sent as the token query parameter on Extract and Knowledge Graph calls. It is the only scheme in the OpenAPI file

ScrapeAtlas B

Best for Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.

Ahead on

  • Schema & documentation, 88 against 83
  • Agent ergonomics, 76 against 63
  • Security & auth, 55 against 21
  • Payments & pricing, 55 against 40
  • Maintenance & community, 70 against 57

Watch for

No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint

Score by category

CategoryWeight this runDiffbotScrapeAtlasEdge
Reliability16%205542Diffbot +13
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28388ScrapeAtlas +5
Agent ergonomics13%16.26376ScrapeAtlas +13
Security & auth14%17.52155ScrapeAtlas +34
Payments & pricing10%12.54055ScrapeAtlas +15
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85770ScrapeAtlas +13
Transparency & trust7%8.86861Diffbot +7
Negative events≤1500
TotalC 54.3/100B 63/100

Facts side by side

FactDiffbotScrapeAtlas
KindHTTP APIHTTP API
VendorDiffbot Technologies Corp.OD. Media & Technology LLC
Hosted endpointhttps://api.diffbot.com/v3https://api.scrapeatlas.com
TransportsHTTPHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingFreemiumPay per use
Price for extraction$0.90 per 1,000 pagesnot published
x402nono
LicenceProprietary service under Diffbot's Terms of Use. The Python client, the TypeScript client and the agent skills are MITProprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository
Tools exposednone373
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedio.github.OnlineDopamine/scrapeatlas
Last release2026-06-152026-10-28
Terms last updatedno date given
Privacy policy last updated2025-08-29
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity9 npm/wk, 45 PyPI/wknone

Verdicts

Diffbot

Extract returns typed JSON for articles, products, discussions and other page types with no selectors to write, under a public OpenAPI 3.1 contract and a free plan that needs no card. The API token travels in the URL query string, tokens carry no scopes, and no security page, certification or security.txt was found.

ScrapeAtlas

An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.

Before you call either

Diffbot

  1. Call GET https://api.diffbot.com/v3/analyze?url=<encoded URL>&token=<token> when the page type is unknown. Use /v3/article or /v3/product to force one schema
  2. Keep the token out of logs and shared URLs. It sits in the query string, so any proxy or log that records the request URL records the token
  3. Stay under 5 calls a minute on Free, 5 a second on Startup and 25 a second on Plus. On 429 wait at least one second and back off
  4. Check a 200 response for errorCode. The official client raises ExtractionError when a 200 reports a failed extraction
  5. Set useProxy=default only when a site blocks the fetch. A proxied page costs 2 credits against 1
  6. Install diffbot from PyPI, not diffbot-python, which stopped at 0.3.0

ScrapeAtlas

  1. Send the key as x-api-key on https://api.scrapeatlas.com and check status on every HTTP 200; partial is usable data with coverage.warnings, failed and challenged carry failure.code.
  2. Retry only on upstream_rate_limited, timeout and busy, after the retry-after on a 429. Stay under 120 requests a minute and 4 concurrent per account.
  3. Pass the returned cursor back unchanged for the next page, and use since and until (ISO 8601 or Unix seconds) where listed; each page costs another credit.
  4. Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are null, never 0.
  5. For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with Authorization: Bearer and expect 373 tools; the two account tools and failed calls cost 0 credits.

Questions

Which is better for AI agents, Diffbot or ScrapeAtlas?

ScrapeAtlas scores 63 (B) on agent readiness against Diffbot's 54.3 (C), and leads in 5 of 7 scored categories. Diffbot leads on reliability and transparency & trust.

Do Diffbot and ScrapeAtlas need an API key?

Diffbot needs an API key. ScrapeAtlas takes an API key or an OAuth sign-in.

Can an agent call Diffbot and ScrapeAtlas without installing anything?

Yes. Diffbot has a hosted endpoint at https://api.diffbot.com/v3 and ScrapeAtlas at https://api.scrapeatlas.com.

Other comparisons with Diffbot or ScrapeAtlas

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