There is no single best Apify replacement. Choose a managed API such as Zyte when you want browser rendering, proxy and session handling, and extraction behind one endpoint. Choose Scrapy when you need source-level control and can operate the crawler yourself. ScrapingBee is another API candidate, but verify its current documentation and pricing before committing. For screenshot-only jobs, ScreenshotNeo is a focused alternative rather than a general crawler.
Start with the decision that matters
Apify combines hosted actors, scheduling, storage and execution. An alternative may replace only one of those layers. Before comparing products, write down the domains, output, volume and operating model you actually need.
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- Managed endpoint: You send URLs and options; the provider handles some combination of rendering, IP rotation, sessions, retries and extraction.
- Framework: You own spider logic, deployment, queues, storage, monitoring and access strategy.
- Specialized tool: A service such as ScreenshotNeo solves a narrow job—reliable website images or PDFs—without pretending to be a general-purpose data crawler.
Questions to answer first
- Are the target pages server-rendered, or must JavaScript run before the data appears?
- Do you need authenticated sessions, cookies, geographic routing or rotating IPs?
- How many successful pages will you collect, and how many will require a browser?
- Does your team want to maintain parsers and infrastructure, or pay for an endpoint?
- What output is required: raw HTML, structured fields, screenshots, PDFs or all of them?
Shortlist at a glance
| Option | Type | Best fit | Main responsibility |
|---|---|---|---|
| Zyte API | Managed scraping API | Sites needing rendering, access handling or extraction | Estimate request costs and validate target-specific behavior |
| Scrapy | Open-source framework | Teams needing maximum control and extensibility | Run and maintain the complete crawler stack |
| ScrapingBee | Managed API candidate | Developers seeking headless-browser and proxy features | Check current official features, limits and prices |
| ScreenshotNeo | Website screenshot API and MCP server | PNG, JPEG, WebP or PDF capture | Supply capture parameters; it is not a general data crawler |
Zyte API: the managed replacement to evaluate first
Zyte describes its API as a single web-scraping endpoint with automatic ban handling, browser rendering, IP rotation, AI extraction, sessions, actions, instant browsers and geographic targeting. That combination suits applications where the difficult part is obtaining a usable response rather than writing a selector.
When it fits
- Important content appears only after JavaScript execution.
- Different target domains need different access or rendering behavior.
- You prefer an API over deploying browser workers, proxy pools and session stores.
- You need actions or structured extraction in addition to downloaded HTML.
Pricing requires workload math
Zyte’s published pricing separates HTTP responses from browser-rendered requests and varies by website tier. The displayed pay-as-you-go examples accessed on September 29, 2026 ranged from $0.13 to $1.27 per 1,000 HTTP responses and from $1.01 to $16.08 per 1,000 browser-rendered requests. Zyte states that cost depends on the target website and request type and that only successful responses are charged. These are vendor-published, time-sensitive figures—not a prediction of your bill.
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What to validate in a proof of concept
- Whether your target’s consent flow, login and pagination work with the required session behavior.
- How often pages are classified as successful and what response you receive for blocked or empty pages.
- Rendered latency and the number of browser requests your design generates.
- Whether extracted fields remain stable when the site’s markup changes.
Scrapy: the control-first route
Scrapy is an open-source web-crawling framework created by Zyte’s co-founders and maintained by Zyte engineers. Zyte describes its published open-source tools as free for commercial or non-commercial use under BSD licensing. Scrapy is therefore a framework, not a hosted Apify-style platform.
Choose Scrapy when
- You need custom scheduling, pipelines, deduplication, data models or integrations.
- Your team can run workers, queues, storage, observability and deployment.
- You want to inspect and change every stage of the crawl.
- Most targets are accessible with ordinary HTTP and predictable parsing.
Plan the missing platform pieces
A production Scrapy system still needs target discovery, downloads, parsing, retries, persistence and monitoring. Depending on the site, you may also need proxy rotation, cookie and session handling, browser-like JavaScript execution and protocol-accurate behavior. Those are engineering decisions you operate rather than features you automatically receive from the framework.
ScrapingBee and other API candidates
ScrapingBee’s official pricing search listing says its API handles headless browsers and rotates proxies. That is enough to put it on a discovery list for managed API users, but not enough for a fair ranking: verify current documentation, supported targets, limits, extraction behavior and pricing on the vendor’s own site.
Bright Data and Oxylabs also appear frequently in comparison lists. The available evidence here does not establish directly comparable features, coverage, prices or performance, so treat them as candidates for your own verification rather than proven winners.
How to compare total cost
| Cost component | Managed API | Self-managed framework |
|---|---|---|
| Request or compute fees | Usually metered by response type, target and volume | Cloud compute, browsers, proxies and storage |
| Engineering | Integration, schema and vendor-specific options | Spider code, deployment, queues, retries and upgrades |
| Access handling | May be supplied by the provider; confirm behavior | You design proxy, session and browser layers |
| Failure cost | Check whether unsuccessful requests are charged | Wasted worker time and infrastructure capacity |
| Change management | Provider updates platform capabilities; you still maintain parsers | Your team owns the entire operational response |
Run the same sample against each candidate. Include successful pages, browser-rendered pages, retries, failures, geo-specific requests and the people-hours required to keep the system reliable. Headline rates without those assumptions are not comparable.
Where ScreenshotNeo fits
ScreenshotNeo is not an Apify replacement for extracting arbitrary records. It is a website screenshot API and MCP server for developers. A GET request returns a PNG, JPEG, WebP or PDF, and its 63 options include full-page capture with lazy images, CSS-selector element capture, device presets, retina scale, dark mode, custom CSS and JavaScript, clicks, waits, request blocking, headers, cookies, user agents, authorization, timezone, geolocation, transparent backgrounds, resizing, selectable cache TTL, signed links, asynchronous webhooks and bulk capture of up to 100 URLs per call.
Before capture, it can accept consent banners and remove more than 60 known consent platforms, newsletter popups and chat widgets; each step can be disabled. Bot checks, blank pages, timeouts, failed loads and cache hits are not billed, and response headers identify the page verdict and billing status. Its MCP server exposes take_screenshot, get_page_info and capture_pdf to Claude, Cursor and other MCP clients.
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Use the one-call API when your deliverable is an image or PDF:
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpSee the complete parameter reference in the ScreenshotNeo documentation. Cookie banners, popups and chat widgets are removed before the shot; bot checks, blank pages and failed loads are never billed; an MCP server lets AI agents take screenshots. The Free plan includes 1,000 screenshots a month with no card, and paid plans start at $5 for 3,000. Create a free ScreenshotNeo account.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Implementation patterns
Managed API integration
Keep the provider behind your own interface. Store target URL, rendering requirement, session identity, geographic region, extraction schema, retry count and capture timestamp. Log the provider’s request identifier and outcome, then save raw responses when policy allows. This makes it possible to change vendors without rewriting application code.
Rank #2
Scrapy deployment
- Define item schemas and duplicate keys before writing spiders.
- Separate discovery, download, parse and persistence so each can be tested independently.
- Use bounded concurrency and per-domain rate limits.
- Persist requests and items so a worker restart does not restart the entire crawl.
- Add metrics for queue depth, response classes, parse failures, retries and item yield.
- Introduce browser automation only for domains that require it; do not pay its operational cost for every page.
Troubleshooting and failure modes
HTML is empty or missing the data
The content may be client-rendered, gated by an interaction or returned only after a session is established. Confirm with a browser’s network panel, then use a rendering-capable API or add a narrowly scoped browser stage.
Requests are blocked
Check site policy and applicable law first. Technically, review request rate, cookies, geographic origin, authentication and proxy requirements. Do not interpret an anti-blocking feature as permission to collect data.
Costs exceed the estimate
Separate HTTP from browser requests, identify domains producing retries, and measure cache effectiveness. For Zyte, recalculate using the target website tier and request type rather than an entry headline rate.
Selectors break after a redesign
Prefer stable semantic attributes, validate required fields, retain a small fixture set and alert on sudden item-yield changes. Managed extraction does not remove the need to monitor schema quality.
The crawler is unreliable in production
Look for unbounded concurrency, lost queues, non-idempotent writes and missing timeouts. Add durable scheduling, backpressure, retry budgets and dashboards before increasing worker count.
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Recommendation by workload
- Choose Zyte API when you want a managed endpoint and your targets need rendering, sessions, geographic targeting or access handling. Price a real sample.
- Choose Scrapy when control, extensibility and ownership outweigh the cost of operating infrastructure.
- Evaluate ScrapingBee when a managed headless-browser API is attractive, but verify its current official terms before ranking it.
- Choose ScreenshotNeo first when the output is a clean screenshot or PDF, especially when you want consent and widget removal, usage-aware billing and MCP access rather than a general crawler.
Compliance and operational boundaries
Neither a framework nor an API establishes that a particular collection project is lawful or allowed by a site’s terms. Review applicable law, contracts, robots guidance and site policies for your use case, protect credentials and personal data, and collect only what you have a legitimate basis to process.
Frequently Asked Questions
Is Scrapy free to use commercially?
Zyte describes Scrapy and its published open-source tools as free for commercial or non-commercial use under BSD licensing; operating your own infrastructure still has costs.
Does Zyte API replace every Apify feature?
No single feature mapping is established here. Zyte is a managed scraping API, while Apify also provides a broader hosted platform model; compare the specific scheduling, storage and workflow features your application needs.
Can ScreenshotNeo extract structured product data?
ScreenshotNeo’s documented role is capturing screenshots and PDFs, with page information and extensive capture controls. Use a scraping API or framework for general structured-data extraction.
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
