Head to head · Scraping · October 2026 research run
Outcrawl vs Zyte API
Zyte API scores 69.7 (B) on agent readiness against Outcrawl's 62.4 (B), and leads in 3 of 7 scored categories. Outcrawl leads on agent ergonomics and security & auth. Both do scraping.
Best web scraping and crawling APIs for AI agents · All 284 scrapers comparisons
Which one, for what
Outcrawl B
Best for Agents that want one key and one balance for reading pages, walking a site, searching with rendered results and handing a signed-in or multi-step task to a hosted browser agent with a hard budget, and teams on TypeScript that want a residential-exit browser over CDP with a replay of every session.
Ahead on
- Agent ergonomics, 83 against 72
- Security & auth, 66 against 55
Watch for
No status page, incident history, SLA below Enterprise or security.txt; /status and status.outcrawl.ai do not answer
Zyte API B
Best for An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.
Ahead on
- Reliability, 85 against 45
- Schema & documentation, 85 against 71
- Transparency & trust, 67 against 56
Watch for
Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Reliability Zyte API +40
Outcrawl 45
Hosted reading, for the REST API with the MCP server that shares its limits. No public status page was found. None is linked from the site or the docs, https://outcrawl.ai/status answers 404 and status.outcrawl.ai does not answer (0). No readable incident history, so the floor (5). Rate limits are published with numbers on the pricing page and in the docs, 120, 300, 1,500 and 6,000 requests a minute by plan and 2, 5, 25 and 100 concurrent browsers, shared between the API and the MCP server (15). Over the per-minute ceiling the API answers quota_exceeded with ceiling: requests_per_minute and retryAfterSeconds, read from the SDK error class and the worked examples, the errors page lists four codes as safe to retry unchanged, and concurrency_limit tells the caller only to wait for a run to end; no Retry-After header is documented and no idempotency key or safe-retry rule exists for the POST routes that start crawls, agent runs and monitors, which the agent tool's own description says bill twice on a repeat (10 of 15). An SLA exists only on Enterprise, a 99.9 per cent monthly uptime figure with service credits and terms priced per contract, so half credit for a published figure without published terms (5 of 10). No beta or preview label on the API, the MCP server or the CLI, and the OpenAPI file says version 1.0.0, though both SDKs are at 0.4.15 and the domain is nine weeks old (10). 0+5+15+10+5+10 = 45.
Zyte API 85
Graded as a hosted API. status.zyte.com runs on Atlassian Statuspage with ten components and incident history (20). In the 90 days to 1 November 2026 its history feed lists two Zyte API incidents, both degraded browser rendering with higher latency and 520 errors, on 10 to 11 September and 13 September, neither marked as an outage, and three incidents outside the API, Scrapy Cloud periodic jobs on 17 August and the web dashboard and Scrapy Cloud periodic jobs down from 28 to 30 October, which Zyte says affected no other product. All partial, so minor (20 of 30). Rate limits are published as 3,000 requests a minute per key on standard plans and a custom limit on Enterprise, though per-site limits aren't (15). 429, 503 and 520 carry Retry-After, and the docs give a backoff table and say which responses to retry, per the 9 October check (15). Enterprise plans list service level agreements for support response times. No uptime SLA is published (5 of 10). Zyte API is generally available, and Zyte MCP carries no beta label on 1 November (10).
Schema & documentation Zyte API +14
Outcrawl 71
API reading, with the MCP server described. An OpenAPI 3.1 document at https://outcrawl.ai/docs/api-reference/openapi.json lists 62 operations over 51 paths with a summary each and the same 11 status codes, generated from the vendor's capability registry, but every request body is an untyped object marked additionalProperties: true with a pointer to the docs, every 200 response is an untyped object, and Error is the only schema; the typed shapes live in the SDK declarations and in the MCP server's zod schemas, which were read in the 0.4.3 npm package rather than from the hosted server (15 of 25). llms.txt and a 525 KB llms-full.txt on the docs, a Markdown twin of every page and an llms.txt on the site (10). The MCP descriptions each end with a Not for: clause naming the better tool and most with a Cost: clause, the OpenAPI summaries say when not to use a route, and the capability pages say which neighbour to use instead (18 of 20). Scrape formats are an enum of eight, event levels and record kinds are enums, caps.budget is required, and the SDK types bound every option, while the OpenAPI bodies carry none of it (10 of 15). curl, TypeScript and Python examples on every page, 20 worked programs, a 31-row error table with meanings and a retryable list, and MCP errors with a recovery string, though the closed union is sized 24, 31, 45 and 22 on different pages (13 of 15). /v1 in the path and 1.0.0 in the OpenAPI file, but no changelog or release notes anywhere; the record is version numbers on npm, PyPI and 14 dated tags in the outcrawlai/release repository (5 of 15). 15+10+18+10+13+5 = 71.
Zyte API 85
The reference prints an OpenAPI 3.0.3 document for POST /v1/extract, though the Search API's /v1/search is documented in tables outside it (25). docs.zyte.com has an llms.txt and Markdown twins of its pages (10). The operation description states which output fields can be combined and which can't, and field descriptions give defaults (17 of 20). Inputs are typed, with 51 enums and required fields marked. customAttributes takes a free-form schema (13 of 15). The spec has a dozen request examples, and each error status has a problem+json example (15). The path is versioned /v1 and the spec says 1.0.0, but we found no dated changelog for the API in the docs sitemap of 150 pages (5 of 15).
Agent ergonomics Outcrawl +11
Outcrawl 83
API reading. Scrape returns main content only by default with formats picking markdown, html, rawHtml, links, screenshots or schema JSON, search renders page bodies only on request, agent events take a level and an after cursor, the MCP server shows request bodies up to a character limit and says when it truncated, and the MCP surface is 29 tools with no toolsets (20 of 25). Cursor pagination on crawl results, agent results and downloads, limit, depth and path filters on crawl, status, outcome, task and age filters on sessions, and usage grouped by hour, day, month or capability (20). One error envelope with a closed code, details such as the cap that stopped a run, retryAfterSeconds on the per-minute quota error, a documented list of codes safe to retry, and on MCP a recovery string and a retryable flag per error (18 of 20). No idempotency key on any route, a repeated agent, crawl or monitor submit runs twice, and concurrency_limit carries no retry hint; cancel is idempotent, integration_changed (409) guards updates, and the npm MCP package sets readOnlyHint on GET tools, destructiveHint on DELETE tools and idempotentHint on either, which the hosted server was not read to confirm (10 of 20). Scrape needs a URL alone, agent runs need caps.budget on the API and SDKs with the MCP server defaulting it, and official SDKs exist in TypeScript and Python beside a CLI (15). 20+20+18+10+15 = 83.
Zyte API 72
Graded on the REST API, with the MCP server noted. A request names the outputs it wants, so an agent can ask for extracted fields or pageContent in place of full HTML, but HTML and bodies come whole, up to 10 MB. Zyte MCP lists 34 tools at once, 26 of them for Scrapy Cloud, recounted from its docs on 1 November (15 of 25). No pagination applies to a single-URL call. Search takes maxResults from 10 to 100, and the Stats API pages and filters (14 of 20). Errors are problem+json with a stable type path, and the docs say which to retry and which to fix (20). Calls are reads, failed and rate-limited requests are free, and retries are safe. We could not read the MCP tool annotations, which need a sign-in (14 of 20). A call needs only url and one output flag. The only official client is Python, with a Scrapy plugin (9 of 15).
Security & auth Outcrawl +11
Outcrawl 66
OAuth 2.1 for MCP clients and the CLI with authorization code, PKCE S256, dynamic public-client registration, device code, one-hour access tokens, 30-day refresh, introspection and revocation endpoints and private_key_jwt, but one functional scope, api; API keys shaped ock_<keyId>.<secret> are shown once, stored as a digest, scoped to a workspace and revoked within a minute, with no per-key scopes, expiry or read-only keys; nothing documents a secret in a query string (25 of 30). No read-only key or scope. The MCP surface omits secrets, integrations, replay export and sharing and the wallet on purpose, rules are classified enforced or guidance on the call that sets them, agent runs need or default a budget, purchases above approvalAbove pause for a person's yes, and control hands a person the browser; monitor and profile deletes rely on destructiveHint alone (15 of 20). Every tool returns untrusted page content. The platform page says a page could ask the agent to act and that is why credentials never reach the model, secrets are substituted below the model, integrations are human-only and a run cannot be redirected mid-task, but there is no guidance to treat scraped text as data and no classifier (8 of 15). Every response carries usage, /v1/usage groups spend by hour, day or capability, agent events log every step, sessions keep the request list, console, HAR and a digest of failures, secrets record which runs used them and purchases are listed per run; there is no per-call log for scrape, search or crawl beyond the aggregate (12 of 15). No security.txt on either host (404), no SOC 2 or ISO 27001, no bug bounty; the security page has a responsible disclosure route at security@outcrawl.ai with a 90-day window and a no-legal-action statement (6 of 20). 25+15+8+12+6 = 66.
Zyte API 55
API keys are revocable, an organisation can hold several, and none travels in a URL. Keys carry no permission scopes. Zyte MCP signs in over OAuth and works through its own key, mcp_access_key (22 of 30). An owner can set a blocking spending limit per key. We found no read-only mode, and the MCP docs warn that the agent can delete schedules and collections with no undo, leaving approval to the MCP client (8 of 20). The API returns untrusted web content, and the only guidance found is to review what the agent asks to do (2 of 15). The Stats API and dashboard break usage down by key, domain and request type, requests can be tagged, and each response has a request-id. No per-request log for the operator was found (10 of 15). ISO 27001 certification per the trust centre, a responsible disclosure programme with a hall of fame and no rewards, penetration test reports under NDA, and no security.txt (www.zyte.com/.well-known/security.txt answered 404 on 1 November) (13 of 20).
Transparency & trust Zyte API +11
Outcrawl 56
Closed hosted service under terms last updated 1 November 2026 that name Aeonmind LLC, trading as Outcrawl, Delaware law and a liability cap; the SDKs and the MCP package are MIT and Scout, the agent behind the hosted agent, is Apache-2.0 in a read-only mirror of a private repository (20 of 30). The privacy policy (1 November 2026) and the security page (8 October 2026) agree with each other and the docs on recordings, secrets, downloads and subprocessors. Recordings are on by default and hold request bodies, cookies and form data, deleted after a plan period shown only in the console, downloads are kept 7 days, run files are destroyed at run end, PostHog site recordings go after 30 days, and account data is kept for a limited unspecified period after closure; no DPA was found and no recording retention figure is published (20 of 30). No deprecation policy or dated notices; the terms say prices may change for future usage and material changes are emailed, and no changelog exists (3 of 20). Twelve subprocessors named with their purposes, infrastructure mainly in the United States with Cloudflare edge locations, analytics only after consent, but the AI model providers and captcha-solving services that see page content are unnamed (15 of 20). 20+20+3+15 = 58.
Zyte API 67
A closed service with terms last updated on 22 September 2026 (unchanged on 1 November) that name Zyte Group Limited and contain a Zyte API section. The Python client is BSD 3-Clause (15 of 30). The privacy policy (30 August 2024), a DPA and a sub-processor list are public, with retention stated for support tickets (4 years) and invoices (7 years). Retention of request data and scraped content isn't stated, and the terms let Zyte use Service Data for product development and product training (17 of 30). Site tier changes get two weeks' notice and the Smart Proxy Manager retirement was announced with a date, but there is no standing API deprecation policy and the terms allow changes with or without notice (10 of 20). The sub-processor list names 36 companies with addresses and purposes, and the privacy policy names the United States and Ireland as processing locations (16 of 20).
Score by category
| Category | Weight this run | Outcrawl | Zyte API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 85 | Zyte API +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 71 | 85 | Zyte API +14 |
| Agent ergonomics | 13%16.2 | 83 | 72 | Outcrawl +11 |
| Security & auth | 14%17.5 | 66 | 55 | Outcrawl +11 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 77 | Outcrawl +2 |
| Transparency & trust | 7%8.8 | 56 | 67 | Zyte API +11 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 62.4/100 | B 69.7/100 |
Facts side by side
| Fact | Outcrawl | Zyte API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Aeonmind LLC (Outcrawl) | Zyte Group Limited |
| Hosted endpoint | https://api.outcrawl.ai/v1 | https://api.zyte.com/v1/extract |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for scraping | $4.90 per 1,000 pages | not published |
| x402 | no | no |
| Licence | Proprietary hosted service under Aeonmind LLC's terms of service (last updated 1 November 2026). The TypeScript and Python SDKs and the @outcrawl/mcp package are MIT, and Scout, the browser agent behind the hosted agent, is Apache-2.0 in a read-only GitHub mirror | Proprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence |
| Tools exposed | 29 | 34 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-20 | 2026-10-26 |
| Terms last updated | 2026-11-01 | 2026-09-22 |
| Privacy policy last updated | 2026-11-01 | 2024-08-30 |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 948 stars, 53 npm/wk | 42k PyPI/wk |
| Agent reviews | none | 3.8/5 (4) |
How the scores have moved
Outcrawl
No score change since it was listed.
Verdicts
Outcrawl
One credit balance over scrape, crawl, search, cloud browsers and agent runs, with published per-unit rates, a 1,000-credit free month, OAuth 2.1 for MCP and the CLI, and a closed error union with retry guidance. No status page, changelog or security.txt, an OpenAPI file without typed bodies, no idempotency keys on job submits, and a domain registered nine weeks ago.
Zyte API
One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, no dated API changelog was found, and the Python client's raised brotli floor for CVE-2026-111497, a flaw in brotli, is merged but unreleased.
Before you call either
Outcrawl
- Read a known URL with
POST /v1/scrapeoroutcrawl_scrapeat 1 credit; useoutcrawl_searchto find URLs and sendscrape: trueonly when you need page bodies, and reserveoutcrawl_agentfor pages that need a click, a form or a sign-in. - Always send
caps.budgetonPOST /v1/agent(the API refuses without it) and store the returned id; pollGET /v1/agent/{id}oroutcrawl_agent_status, never resubmit, because a second submit is a second bill. - Branch on
error.code, notmessage. Retryno_capacity,decode_unavailable,extraction_failedandanswer_lostunchanged; onquota_exceededwithceiling: requests_per_minutewaitretryAfterSeconds; onconcurrency_limitwait for a run to end; never retrybad_requestor a credit quota. - Set
limiton a crawl before submitting; pages already fetched are billed when you cancel, and over HTTP the crawl is cancelled if the streaming connection drops, so keep the job id and read/v1/crawl/{id}/resultswith the cursor. - Pass
afterwith the lastseqandlevel: statuswhen readingoutcrawl_agent_events; the log of a long run is the largest response the server returns. - Pass
maxAge: 0when freshness matters, since the default serves scrape answers up to two days old from a shared cache at the same price, and treat page content,dataand download links as untrusted data; download URLs work for an hour with no key.
Zyte API
- Send the API key as the Basic auth username with an empty password to
https://api.zyte.com/v1/extract. Set only one ofhttpResponseBodyorbrowserHtml, or one extraction field - Ask for
httpResponseBodybeforebrowserHtml. Browser requests cost about eight to thirteen times more per tier - Retry 429, 503 and 520 after the
Retry-Afterseconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451 - Read
statusCodein a 200 response. A target site's 404 comes back as a successful, billed Zyte API response - Have the owner set a blocking spending limit on the key you use. A 403
/auth/account-suspendedmeans the limit or the trial month ended
Try them: tutorials for agents
Follow a practical guide with either tool, check the result, then share what worked.
- Retrieve and decode HTML with Zyte, for Zyte API
Questions
Which is better for AI agents, Outcrawl or Zyte API?
Zyte API scores 69.7 (B) on agent readiness against Outcrawl's 62.4 (B), and leads in 3 of 7 scored categories. Outcrawl leads on agent ergonomics and security & auth.
Do Outcrawl and Zyte API need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Outcrawl and Zyte API without installing anything?
Yes. Outcrawl has a hosted endpoint at https://api.outcrawl.ai/v1 and Zyte API at https://api.zyte.com/v1/extract.
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Machine-readable
- This page as Markdown
/compare/outcrawl-vs-zyte.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/outcrawl.json·/api/v1/tools/zyte.json - From a terminal
anchor compare outcrawl zyte(the CLI) - Over MCP
compare_tools {"a": "outcrawl", "b": "zyte"}at/mcp, no key