13 Best Web Scraping Tools in 2026, Tested & Priced
The best web scraping tools in 2026 are Apify (#1 all-in-one platform, $5 free credit, Starter $29/mo), Scrape.do (#2 best-value API, $29/mo Hobby = 250,000 successful requests, 1,000 free, no card), Bright Data (best enterprise unblocking and proxy network), Firecrawl (best for LLM and RAG markdown, $16/mo Hobby), and Crawlee (best open-source library, free MIT).
The best tool depends on whether you want a hosted platform, a drop-in API, a code library you run yourself, or raw proxies. This roundup compares thirteen mature options with honest pros and cons, a single comparison table (type, best-for, free tier, pricing floor, skill level), and a short decision framework.
Comparison table (at a glance)
| Tool | Type | Best for | Free tier | Pricing from (indicative) | Skill level |
|---|---|---|---|---|---|
| Apify | Cloud platform | Pre-built scrapers, scheduling, teams | $5/mo platform credits | ~$29/mo paid plans | Beginner–advanced |
| Scrape.do | Scraping API | Single endpoint with render + premium proxies | 1,000 requests/mo | ~$29/mo Hobby plan | Intermediate |
| Bright Data | Proxies + unlocker + datasets | Hardest sites, enterprise compliance | Trial | Often ~$500+/mo at serious volume | Intermediate–advanced |
| Firecrawl | Crawl / extract API | URL → clean markdown for AI | Limited free | ~$16/mo and up (verify on site) | Beginner–intermediate |
| Crawlee | Open-source library | Custom crawlers you host | Open source (free) | Infra only | Advanced |
| Octoparse | No-code desktop + cloud | Non-developers, repeatable jobs | Free tier | ~$89/mo and up (verify) | Beginner |
| ScraperAPI | Scraping API | Drop-in proxy + render in your code | Limited trial | ~$49/mo common entry | Intermediate |
| ScrapingBee | Headless browser API | SPA HTML, screenshots, SERP helpers | Trial credits | ~$49/mo and up | Intermediate |
| Oxylabs | Proxies + scraper APIs | Very large IP needs, SLAs | Varies | ~$49+/mo entry proxies (verify) | Intermediate–advanced |
| Zyte | Managed Scrapy + API | Existing Scrapy teams | Limited free tier | ~$100/mo and up typical | Advanced |
| Diffbot | ML extraction | Structured articles/products at scale | Limited trial | ~$299/mo and up | Intermediate |
| IPRoyal | Proxy vendor | Budget-friendly IPs with your stack | — | Pay-as-you-go (low entry) | Intermediate |
| ParseHub | No-code | Visual projects, desktop + cloud | Free tier | Paid plans (verify on site) | Beginner |
Pricing changes often—confirm on each vendor’s pricing page before budgeting.
How to choose (four questions)
- Do you want to write code? No → Octoparse or ParseHub. Yes → platform or library.
- Is the page heavy JavaScript? Prefer browser automation (Crawlee, Apify Actors) or a render API (ScrapingBee, ScraperAPI).
- Do you need hosting, schedules, and datasets? → Apify. You only need IPs → Bright Data, Oxylabs, or IPRoyal.
- Is the output for an LLM? → Firecrawl first; pair with Apify Website Content Crawler on the platform side.
1. Apify — Best all-in-one platform
Pros: Huge Apify Store of ready-made Actors (maps, social, e-commerce), serverless runs, datasets, webhooks, and integrations (Zapier, Make, n8n). Crawlee is first-party, so you can graduate from no-code runs to custom code on the same platform.
Cons: More concepts than a single REST endpoint; Actor quality varies by maintainer—read recent reviews and pricing tabs before production.
CTA: Create a free Apify account ($5/month in starter credits) and run one Store Actor on a real URL today.
2. Scrape.do — Capable and fast single-endpoint API with all features at $29
Pros: Sub-5-second average response times on protected sites with near-perfect unblock success rates, with all features, including JS rendering and premium proxies, on the $29/month Hobby plan (250,000 successful API credits, 10 concurrent requests). One URL in, clean HTML or Markdown out.
Cons: No marketplace for scrapers and actors, and it needs some manual setup; on the base plan, credit multipliers apply (5x for rendering, 10x for premium proxies).
CTA: Start free with Scrape.do and port one existing curl-based scraper over in an afternoon. 1,000 requests/month, no card.
3. Bright Data — Best enterprise proxy and unblock stack
Pros: Very large residential and mobile pools, Web Unlocker / Scraping Browser for tough anti-bot, and dataset products when you prefer buying data over crawling.
Cons: Price and contract complexity for small projects; overkill if you only need a simple static scrape.
CTA: Explore Bright Data if your blocker is scale + unblocking, not missing parsers.
4. Firecrawl — Best for LLM and RAG ingestion
Pros: Fast path from URLs to clean markdown and multi-page crawls via API—ideal for chunking, embeddings, and agents.
Cons: Not a full replacement for deeply structured field extraction (SKUs, nested JSON catalogs) without extra parsing logic.
CTA: Try Firecrawl when your success metric is tokens in / context quality out.
5. Crawlee — Best open-source library
Pros: Production features—queues, sessions, concurrency, fingerprints, Playwright/Puppeteer/Cheerio—in one MIT-licensed package; deploys cleanly to Apify.
Cons: You own hosting, monitoring, and storage unless you ship to a platform.
CTA: Start from the Crawlee docs if you want full control and are comfortable running Node or Python in production.
6. Octoparse — Best no-code visual scraper
Pros: Point-and-click flows, templates, and cloud scheduling without writing selectors in code; strong fit for analysts.
Cons: Complex branching and fragile sites can outgrow the UI; hardest anti-bot targets may still need a developer stack.
CTA: Download or sign up for Octoparse and reproduce one of your manual copy-paste workflows as a scheduled job.
7. ScraperAPI — Best simple “HTTP in, HTML out” API
Pros: Minimal surface area: keep your existing HTTP client, add parameters for country, render, and retries.
Cons: No first-party marketplace of site-specific scrapers; rendering and premium features burn credits faster.
CTA: Test ScraperAPI on five hard URLs you already fetch with curl—compare success rate and latency.
8. ScrapingBee — Strong headless rendering API
Pros: Good developer experience (Python/Node), screenshots, and Google-focused helpers on some plans.
Cons: Credit multipliers for JS-heavy pages; not a full workflow platform.
CTA: Use ScrapingBee when your bottleneck is rendered DOM fidelity, not data warehousing.
9. Oxylabs — Enterprise-scale proxies and APIs
Pros: Massive pool narratives, SERP and e-commerce oriented APIs, enterprise positioning.
Cons: Can be heavy for hobby projects; pricing rewards volume.
CTA: Evaluate Oxylabs when SLAs and pool size matter more than lowest monthly bill.
10. Zyte — Best for Scrapy-centric teams
Pros: Native fit for Scrapy spiders, managed cloud, and smart proxy/automation options tied to the same ecosystem.
Cons: Less natural if your team standardized on Playwright-first Crawlee or Node.
CTA: If you already run Scrapy, pilot Zyte on one production spider before rewriting stacks.
11. Diffbot — ML-first structured extraction
Pros: Automatic article and product parsing reduces brittle CSS selector maintenance; knowledge-graph add-ons for entity workflows.
Cons: Premium pricing; not the default for one-off scripts.
CTA: Consider Diffbot when you trade selector maintenance for vendor ML at scale.
12. IPRoyal — Budget-friendly proxies with your code
Pros: Straightforward residential/datacenter products for teams that already have scrapers but need IPs.
Cons: You still build parsers, retries, and compliance review yourself.
CTA: Browse IPRoyal plans if your only gap is rotation and geo, not execution hosting.
13. ParseHub — No-code alternative
Pros: Visual project model, cloud runs, approachable for non-engineers.
Cons: Similar ceiling as other no-code tools on dynamic or heavily protected sites.
CTA: Compare ParseHub and Octoparse on the same target site and pick the UI that matches your team.
Where to start this week
| If you… | Do this next |
|---|---|
| Want results without building parsers | Run a Store Actor on Apify with your real inputs |
| Feed an LLM | Call Firecrawl on your sitemap or top URLs |
| Need cheapest path with code | Clone a Crawlee starter and add IPRoyal or your proxy of choice |
| Hit aggressive bot protection | Pair your scraper with Bright Data or evaluate Oxylabs |
For most teams: Apify as the all-in-one platform, Scrape.do for a value-focused single-endpoint API, Bright Data for enterprise proxies and unblocking, Firecrawl for LLM-ready markdown, and Crawlee for open-source control. Add ScraperAPI or ScrapingBee when you only need a render/proxy API around your own code.
Crawlee is the strongest free option if you self-host. Apify’s free tier includes monthly platform credits suitable for testing real Actors. Octoparse and ParseHub offer free tiers for light no-code usage.
Non-coders: Octoparse or ParseHub. Coders who want results fast: Apify Store Actors with form inputs only. Developers integrating into existing scripts: ScraperAPI or Firecrawl depending on whether you need raw HTML or markdown.
It depends on what you collect, how you access it, and jurisdiction. Publicly visible data is often scraped for analysis, but terms of service, copyright, and privacy laws (GDPR/CCPA) still apply. This is not legal advice—see our guide on /docs/what-is-apify/is-apify-legal and consult counsel for high-risk projects.
Choose Apify when you want hosted execution, a marketplace of scrapers, and workflows. Choose Bright Data when proxies, unblockers, or purchased datasets are the primary need. Many teams use both: custom Actors plus premium proxies.
An API returns content (often HTML or markdown) to your code; you still orchestrate storage and scheduling. A platform runs scrapers, stores datasets, schedules jobs, and often provides pre-built scrapers and integrations.