Apify vs Zyte in 2026: Actor Marketplace vs Scraping Infrastructure (Honest Comparison)
Apify vs Zyte is a comparison of philosophies: Apify built a marketplace where most scraping jobs are already solved by pre-built actors. Zyte (the company formerly known as Scrapinghub, creators of Scrapy) built developer infrastructure where you bring your own spiders and they handle the hard parts — proxies, unbanning, headless browsers. I have run production jobs on both.
The split is mostly about who is doing the work. If a marketer or founder needs Amazon prices or Google Maps leads, Apify is not even close — pick an actor, run it, done. If an engineering team is building a proprietary crawler that must never get blocked, Zyte Smart Proxy and Zyte API have genuinely best-in-class unbanning — though Apify custom actors on Crawlee/Playwright have closed much of that gap.
This comparison covers audiences, the actor marketplace advantage, Zyte unbanning tech, developer experience, pricing models, and the decision framework. Related: [Apify vs Bright Data](/blog/apify-vs-bright-data), [Apify vs ScraperAPI](/blog/apify-vs-scraperapi), [Apify vs ScrapingBee](/blog/apify-vs-scrapingbee).
Quick Answer
Apify vs Zyte: Apify = no-code actor marketplace + cloud platform for non-developers and pipelines ($49/mo). Zyte = developer infrastructure (Smart Proxy, Zyte API, Scrapy Cloud) for engineering teams. Apify wins for covered targets and teams without scraper engineers; Zyte competes on hard custom targets.
Apify vs Zyte: Apify = no-code actor marketplace + cloud platform for non-developers and pipelines ($49/mo). Zyte = developer infrastructure (Smart Proxy, Zyte API, Scrapy Cloud) for engineering teams. Apify wins for covered targets and teams without scraper engineers; Zyte competes on hard custom targets.
- Different audiences: Apify serves marketers/ops/founders with a no-code actor marketplace. Zyte (formerly Scrapinghub) serves engineering teams with scraping infrastructure.
- Apify: 4,000+ pre-built actors, no-code runs, scheduling, integrations, custom actor hosting. $49/mo Pro.
- Zyte: Smart Proxy Manager, Zyte API (automatic unbanning + extraction), Scrapy Cloud hosting. Usage-based, developer-first.
- For common targets (Amazon, Maps, LinkedIn): Apify wins — pick an actor, done. Zyte requires you to build the extraction logic.
- For hard custom targets: Zyte API automatic unbanning is best-in-class — but Apify custom actors (Playwright/Crawlee) compete well and are easier to host.
- Verdict: non-developers and marketplace use cases → Apify. Engineering teams building proprietary scrapers at scale → evaluate Zyte, but Apify custom actors cover most of the same ground.
1. The fundamental difference — marketplace vs infrastructure
What each product actually IS:
- Apify: a platform + marketplace. 4,000+ pre-built scrapers you run with no code, plus hosting for custom actors. Serves non-developers.
- Zyte: infrastructure. Smart Proxy Manager, Zyte API (request-level unbanning + optional AI extraction), Scrapy Cloud for hosting Scrapy spiders. Serves developers.
- The root difference: Apify answers "I want data from X." Zyte answers "I am building a scraper for X."
Apify solves the whole job (marketplace actors, no-code, scheduling). Zyte solves the hard plumbing (unbanning, proxies) while you build the scraper. Question: are you consuming data or building infrastructure?
2. For common targets — Apify is not close
Where the marketplace wins outright:
- Amazon, Google Maps, LinkedIn, Instagram, TikTok, Zillow, reviews: Apify has maintained actors for all of them. Zero code, minutes to first data.
- Zyte equivalent: you write the spider/extraction rules yourself — Zyte API handles unbanning, but the extraction logic is on you.
- Time comparison: Google Maps leads. Apify: 3 minutes (run the actor). Zyte: hours (build spider, handle Maps's JS-heavy UI).
- Maintenance: Apify marketplace actors get updated when sites change. Zyte spiders are yours to maintain forever.
For any covered target, Apify wins decisively: maintained actors, zero code, zero maintenance. Zyte requires building and maintaining the extraction yourself.
Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter
3. For hard custom targets — where Zyte competes
The developer-infrastructure stronghold:
- Zyte API: request-level automatic unbanning — it picks the right proxy type, headers, and browser behavior per request. Genuinely best-in-class on hard targets.
- Smart Proxy Manager: managed proxy rotation with automatic ban detection — mature, battle-tested at scale.
- Apify answer: custom actors on Crawlee + Playwright + Apify proxy tiers cover most of the same ground — session pools, retries, browser fingerprints.
- The honest read: on THE hardest anti-bot targets, Zyte unbanning has an edge. On everything else, Apify custom actors are comparable AND easier to host/schedule.
Zyte API automatic unbanning is best-in-class on the hardest anti-bot targets. But Apify custom actors (Crawlee/Playwright/proxy tiers) cover most of the same ground — with easier hosting and scheduling.
4. Developer experience and ecosystem
What it is like to build on each:
- Zyte: Scrapy heritage — if your team already writes Scrapy, Scrapy Cloud hosting is natural. Zyte API is a clean request/response contract.
- Apify: JavaScript/TypeScript actors on Crawlee — modern stack, generous local dev experience, deploy to cloud with one command.
- Ecosystem: Apify marketplace means someone else often solved your problem. Zyte is build-it-yourself culture.
- Team fit: data-engineering org with Python spiders → Zyte. Full-stack JS team or mixed technical team → Apify.
Existing Scrapy/Python team → Zyte fits. JavaScript team or mixed technical org → Apify. The marketplace means Apify often has your problem already solved.
5. Pricing models — how the bills differ
Different meters entirely:
- Apify: platform subscription ($49/mo Pro) + usage (compute units + actor fees for paid actors). Predictable for defined pipelines.
- Zyte: usage-based — pay per request through Zyte API/Smart Proxy, with tiered pricing by request difficulty (some sites cost more).
- The math varies wildly: a light pipeline is cheap on both. A hard-target high-volume crawl can get expensive fast on Zyte request pricing.
- Watch out on Zyte: the per-request tiering means costs scale with target difficulty — budget accordingly on protected sites.
Apify: subscription + usage, predictable for pipelines. Zyte: per-request pricing tiered by site difficulty — costs climb fast on protected targets at volume.
6. Scheduling, storage, and pipeline features
Beyond the scrape itself:
- Apify: built-in cron scheduling, datasets with retention, webhooks, native integrations (Sheets, Zapier, Make, S3).
- Zyte: Scrapy Cloud has scheduling; Zyte API is stateless — storage and orchestration are yours to build.
- Pipeline completeness: Apify is a full pipeline (collect → store → export → alert). Zyte is a component — you assemble the rest.
- For non-engineers: only Apify produces a finished pipeline without writing code.
Apify ships the whole pipeline (schedule → dataset → webhook → Sheets). Zyte is a component — storage, orchestration, and export are yours to assemble.
Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter
7. Decision framework
The honest 30-second call:
- Non-developer needing data from a common site? → Apify, no contest.
- Marketing/ops/founder wanting a scheduled data feed? → Apify.
- Engineering team with existing Scrapy spiders needing hosting/unbanning? → Zyte.
- Proprietary crawler on the hardest anti-bot targets? → evaluate Zyte API — then price it against Apify custom actors.
- Unsure → start Apify: the free tier + marketplace covers most needs, and custom actors extend to the rest.
Default Apify: marketplace covers common targets, custom actors cover the rest, and non-devs get finished pipelines. Zyte for Scrapy-native teams and the hardest unbanning cases.
Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter
Apify vs Zyte resolves to audience: Apify is a data platform where most jobs are pre-solved actors you run without code; Zyte is scraping infrastructure where you bring the spiders and they handle unbanning and proxies. For anyone who wants DATA rather than a scraping project — and for covered targets, scheduled feeds, and no-code pipelines — Apify is the answer.
Start with the marketplace: if your target already has an actor, the decision is made. For custom needs, test a Crawlee actor on the Apify free tier before committing to Zyte infrastructure. Related: Apify vs Bright Data, Apify vs ScraperAPI, Apify proxy guide.
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FAQ
Is Apify or Zyte better?
Apify for most users — 4,000+ pre-built actors, no-code runs, scheduling, integrations. Zyte for engineering teams building proprietary spiders needing best-in-class unbanning. If your target has an Apify actor, the decision is already made.
What is Zyte used for?
Developer scraping infrastructure: Zyte API (automatic unbanning + extraction), Smart Proxy Manager (proxy rotation + ban detection), and Scrapy Cloud (hosting Scrapy spiders). It is plumbing for teams building their own scrapers.
Which is cheaper, Apify or Zyte?
Depends on the job. Apify: $49/mo + usage, predictable for defined pipelines. Zyte: per-request pricing tiered by site difficulty — cheap for easy targets, expensive on protected sites at volume. For common targets Apify is usually far cheaper in total cost including dev time.
Do I need coding skills for Apify vs Zyte?
Apify: no — marketplace actors run without code (custom actors need JS/TS). Zyte: yes — you write the spiders and extraction logic; Zyte provides infrastructure, not finished scrapers.
Which handles anti-bot protection better?
On the hardest targets, Zyte API automatic unbanning has an edge. But Apify custom actors (Crawlee + Playwright + proxy tiers) cover most of the same ground — and Apify marketplace actors already handle their targets' protections.
Is Zyte the same as Scrapy?
Zyte is the company (formerly Scrapinghub) that created and maintains Scrapy, the open-source Python framework. Zyte the product is commercial infrastructure built around that heritage — Smart Proxy, Zyte API, Scrapy Cloud hosting.
Can I migrate from Zyte to Apify?
Usually yes — most Zyte use cases (proxied requests, spider hosting, extraction) map to Apify actors or custom Crawlee actors. For marketplace-covered targets you skip migration entirely and just run the actor.
Tools mentioned in this article
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Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter
Alex Mercer
AI Marketing Strategist · 8+ years
Alex has tested 200+ AI marketing tools on real campaigns with $50,000+ in ad spend. He writes hands-on reviews based on actual usage data, not press kits. His work has helped 10,000+ marketers build AI automation stacks that generate real ROI.