Apify is a cloud web scraping and automation platform built around "Actors," which are pre-built scrapers you run from a marketplace. It is powerful, but it is not the only option, and the best Apify alternative depends on your use case category: API-first, no-code, open-source, AI-agent, or enterprise-proxy scraping.
Web scraping means collecting data from websites automatically instead of copying it by hand. Apify made this easier by packaging scrapers as reusable Actors and hosting the infrastructure for you.
That marketplace is large. The Apify Store lists more than 52,000 tools and automation scripts, which is a real strength for popular sites.
But breadth is not the same as fit. Depending on your budget, skill level, and output needs, another tool may serve you better. This guide walks through the top choices by category so you can pick the right one the first time.
Why Web Data Matters More Than Ever
Web data now powers everything from price monitoring to AI training pipelines. Getting it reliably and cheaply is a competitive advantage, so the tool you choose matters.
The demand is growing fast. According to Mordor Intelligence, the global web scraping market was valued at approximately $1.34 billion in 2025 and is projected to reach $3.49 billion by 2031, growing at a 17.39% CAGR.
As more teams compete for the same data, picking a tool that scales with predictable cost becomes essential.
Why Teams Switch Away from Apify
Apify works well for many teams, but there are common reasons people look elsewhere. These are patterns we see repeatedly, not knocks against the platform.
Unpredictable Compute-Unit Pricing
Apify charges by compute usage rather than by result, which makes bills hard to forecast. A compute unit (CU) measures how much processing power your job consumes.
Per Apify's compute-unit pricing, pay-as-you-go usage is billed in compute units (CUs), where 1 CU equals 1 GB of RAM running for 1 hour. CUs cost $0.20 each on the Free and Starter plans, and residential proxies add $8/GB on top.
Key point: because cost tracks compute time and bandwidth instead of successful scrapes, two runs on the same site can produce very different bills.
Uneven Community-Actor Quality
The marketplace breadth is a genuine strength, but not every Actor is built or maintained to the same standard. Many are community-published, so quality and update cadence vary widely.
When a target site changes its layout, an unmaintained Actor can break with little warning. You may then wait on a third-party author to fix it, or fix it yourself.
Key point: centrally maintained scrapers, updated by a single vendor, reduce this risk because one team owns every fix.
A Steep Learning Curve
Apify is developer-focused, and concepts like compute units, Docker containers, and proxy configuration can intimidate newer users. Docker is a tool for packaging software so it runs the same way everywhere.
For non-technical ops or sales users, this overhead slows onboarding. What should be a quick data pull turns into a setup project.
Not Built AI-First
Apify often returns raw HTML or JSON, which still needs cleaning before a large language model can use it. LLM-ready data means content already formatted as clean Markdown or structured JSON, so an AI model can read it directly.
That extra processing step matters more each year as AI demand climbs. Per Cloudflare's crawler data, training now drives nearly 80% of AI bot activity, up from 72% a year ago.
Key point: if you feed data into AI or retrieval pipelines, an AI web scraper that outputs LLM-ready formats saves you a whole cleanup stage.
How to Choose an Apify Alternative
Before comparing tools, decide what actually matters for your project. Use this short checklist to narrow the field.
- Pricing predictability: flat or per-result pricing is easier to forecast than compute-based billing.
- Reliability and anti-bot: the tool should render JavaScript and rotate proxies to get past blocks.
- Output format: decide whether you need Markdown, structured JSON, or raw HTML.
- Technical level: choose code-first APIs or no-code visual tools based on your team.
- Scale: confirm the tool can handle your volume, from hundreds to millions of URLs.
- Support: check whether you get direct help when a scrape breaks.
Reliability deserves extra weight because scraping keeps getting harder. Per the 2025 Imperva Bad Bot Report, automated traffic surpassed human activity, accounting for 51% of all web traffic in 2024, while malicious bad bots alone made up 37%.
As sites tighten defenses against bad bots, they also block legitimate scrapers, so a tool with strong evasion built in is worth paying for.
The 9 Best Apify Alternatives in 2026
Here are the nine tools worth evaluating, grouped by strength. For an even deeper technical comparison, see our guide to the best web scraping APIs.
| Tool | Best for | Pricing model | Output | Code required |
|---|---|---|---|---|
| Olostep | Predictable, AI-ready web data | Flat credits | Markdown, JSON, HTML, PDF | Low |
| Firecrawl | LLM-ready Markdown | Per-page credits | Markdown, JSON | Medium |
| Bright Data | Enterprise proxy scale | Modular usage | HTML, JSON | Medium |
| Oxylabs | High success on protected sites | Usage tiers | HTML, JSON | Medium |
| ScraperAPI | Proxy and rendering layer | Per-request | Raw HTML | Medium |
| Zyte | Enterprise managed extraction | Usage-based | HTML, JSON | Medium |
| Octoparse | No-code desktop scraping | Monthly plans | CSV, Excel, JSON | None |
| ScrapingBee | Simple rendering API | Per-request | HTML, JSON | Medium |
| Scrapy | Free open-source framework | Free (infra only) | You define | High |
1. Olostep — Best for Predictable, AI-Ready Web Data
Olostep is a Web Data API purpose-built for AI, turning any URL into clean, structured output through one unified endpoint. It fills the predictable-pricing, AI-native, structured-output slot that compute-based tools leave open.
Pricing is flat and credit-based instead of compute-based. The free tier includes 500 scrapes, the Standard plan is $99/mo (about $0.495 per 1,000 scrapes), and the Scale plan is $399/mo (about $0.399 per 1,000). You can see the full breakdown on Olostep's transparent pricing page.
Every request runs with full JavaScript rendering and residential IP addresses as the norm, so you get past blocks without extra setup. The API can turn any URL into clean Markdown, HTML, PDF, or schema-defined JSON that is ready for a language model.
The endpoint set covers full AI workflows: /scrapes for single URLs, /crawls for subpages, /batches for 100 to 100,000 URLs returned in 5 to 7 minutes, /parsers for structured extraction, /agents for scheduled runs, and a real-time web search API at /answers. Self-healing LLM parsers adjust when a site's layout shifts, cutting maintenance.
- Pros: predictable flat pricing, LLM-ready output, JS rendering and residential IPs on every request, fast batch scale.
- Cons: newer than legacy enterprise vendors, and not focused on selling raw proxy bandwidth.
2. Firecrawl — Best for LLM-Ready Markdown
Firecrawl is an open-source scraping API that outputs clean Markdown natively, which suits AI and retrieval pipelines. Its /scrape, /crawl, and /agent endpoints map closely to common AI tasks.
Pricing is transparent and based on per-page credits, so cost is easy to estimate. One trade-off is a lower success rate on aggressively protected sites compared with proxy-heavy enterprise tools.
- Pros: native Markdown, open-source, clear per-page pricing.
- Cons: weaker on heavily defended sites.
3. Bright Data — Best for Enterprise Proxy Scale
Bright Data is an enterprise platform with one of the largest proxy networks available, at more than 150 million IPs. It bundles pre-built scrapers and CAPTCHA solving for tough targets.
The pricing is modular and can get complex, and the platform leans enterprise. In an independent test, per Proxyway's 2025 benchmark, four providers — Zyte, Decodo, Oxylabs, and ScrapingBee — exceeded an 80% unblocking success rate, with Zyte leading.
- Pros: massive proxy pool, strong anti-bot tooling.
- Cons: complex pricing, enterprise focus.
4. Oxylabs — Best for High Success Rates on Protected Sites
Oxylabs owns its proxy infrastructure and pairs it with a Web Scraper API tuned for difficult sites. It posts strong success rates and offers dedicated support.
Entry pricing starts around $49/mo, which is reasonable for the reliability you get. It is a solid pick when getting the data reliably matters more than the lowest price.
- Pros: owned proxies, high success rates, dedicated support.
- Cons: cost climbs with volume.
5. ScraperAPI — Best Proxy and Rendering Layer for Existing Parsers
ScraperAPI is a proxy and rendering layer: you send a URL, and it handles proxies, JavaScript, and CAPTCHAs, then returns raw HTML for you to parse. This fits teams that already have parsing logic and just need reliable fetching.
It also includes DataPipeline scheduling for recurring jobs. Pricing starts around $49/mo.
- Pros: simple to bolt onto existing code, handles the hard fetching parts.
- Cons: you still write and maintain the parsing.
6. Zyte — Best for Enterprise Managed Extraction
Zyte pairs a Smart Proxy Manager with automatic data extraction and comes from the team behind Scrapy. It led the Proxyway benchmark for unblocking success, so reliability is a clear strength.
Pricing is enterprise-oriented and usage-based. It suits larger teams that want managed extraction rather than a build-it-yourself framework.
- Pros: benchmark-leading reliability, automatic extraction.
- Cons: enterprise pricing, heavier than lightweight APIs.
7. Octoparse — Best No-Code Desktop Scraper
Octoparse is a no-code web scraper with a visual point-and-click builder and more than 500 templates. It targets non-technical users who want data without writing code.
It is Windows-centric and can struggle on JavaScript-heavy or social sites. Paid plans start from about $99/mo.
- Pros: no-code, template library, scheduling.
- Cons: desktop-bound, weaker on dynamic sites.
8. ScrapingBee — Best Simple Rendering API for Developers
ScrapingBee is a lightweight API that handles JavaScript rendering and proxy rotation behind one call. It performs well on JS-heavy sites and was part of the group exceeding 80% unblocking success in the Proxyway test.
Pricing starts at $49/mo. Because proxy bandwidth drives much of scraping's hidden cost, it helps to understand residential proxy costs before you commit.
- Pros: simple API, strong on dynamic pages.
- Cons: cost scales with heavy proxy use.
9. Scrapy — Best Free Open-Source Framework
Scrapy is a free, open-source Python framework that gives you full control and async scale. You pay only for the infrastructure you run it on.
The catch is that it does not render JavaScript out of the box, and you maintain everything yourself. That raises the classic question of whether to build versus buy a scraper.
- Pros: free, fully customizable, scales well.
- Cons: no built-in JS rendering, high maintenance burden.
Apify Alternatives Compared at a Glance
This summary table puts starting price, model, and output side by side so you can shortlist quickly.
| Tool | Best for | Starting price | Pricing model | Output | Code required | Free tier |
|---|---|---|---|---|---|---|
| Olostep | Predictable AI-ready data | $99/mo (~$0.495/1k) | Flat credits | Markdown, JSON, HTML, PDF | Low | Yes (500 scrapes) |
| Firecrawl | LLM-ready Markdown | Per-page credits | Per-page | Markdown, JSON | Medium | Yes |
| Bright Data | Enterprise proxy scale | Modular | Usage | HTML, JSON | Medium | Trial |
| Oxylabs | Protected sites | ~$49/mo | Usage tiers | HTML, JSON | Medium | Trial |
| ScraperAPI | Proxy + rendering layer | ~$49/mo | Per-request | Raw HTML | Medium | Yes |
| Zyte | Managed extraction | Usage-based | Usage | HTML, JSON | Medium | Trial |
| Octoparse | No-code desktop | ~$99/mo | Monthly | CSV, Excel, JSON | None | Yes |
| ScrapingBee | Simple rendering API | $49/mo | Per-request | HTML, JSON | Medium | Trial |
| Scrapy | Free framework | Free | Infra only | You define | High | Free |
Where possible, judge tools on cost per 1,000 successful scrapes rather than headline plan prices, since that reflects what you actually pay for results.
When Apify Is Still the Right Choice
Switching is not always the answer. Apify wins when a specific, well-maintained Actor already exists for a popular site you target.
Its marketplace breadth is hard to match if you need many niche scrapers at once. Apify is also strong when you want Crawlee, its scraping SDK, running on managed infrastructure without building your own.
How to Migrate from Apify to a Web Data API
Moving off Apify is usually straightforward if you take it in stages. A web data API is a service that returns clean web content through simple endpoints instead of packaged Actors.
- Map your use cases: list the Actors you run and match each to an endpoint like /scrapes or /crawls.
- Test on real URLs: run your actual target sites through the new tool before committing.
- Compare true cost: measure cost per 1,000 successful scrapes on both platforms, not plan prices.
- Move high-volume jobs first: shift your biggest, most expensive jobs to capture savings early.
If you want a fast, no-code way to see clean output, try a tool that lets you convert a URL to Markdown in one step before you migrate anything.
Frequently Asked Questions
Is Apify free?
Apify offers a free plan at $0 with limited prepaid usage, and paid plans start at $29/mo plus usage-based charges on top.
Is Apify legit and safe?
Yes, Apify is an established platform founded in 2015, and safety mostly comes down to using well-maintained Actors and complying with each target site's terms.
Is web scraping with Apify (or alternatives) legal?
Scraping publicly available data is generally lawful, but it is governed by site terms, robots.txt rules, and data-privacy laws, so treat this as general information rather than legal advice.
What is the cheapest Apify alternative?
Scrapy is free if you self-host it, and among managed APIs, flat-rate tools like Olostep offer a low, predictable cost per 1,000 scrapes.
What is the best Apify alternative for AI applications?
Tools with LLM-ready output and structured JSON, such as Olostep and Firecrawl, fit AI and retrieval pipelines best because they skip the cleanup step.
What is the best no-code Apify alternative?
Octoparse and similar visual, point-and-click tools are the best fit for non-technical users who want data without writing any code.
