Best Apify alternatives in 2026
Quick answer: The best Apify alternatives are Bright Data (enterprise proxy/data), Firecrawl (LLM-oriented crawling), Octoparse (no-code visual), ScraperAPI (proxy/rendering layer), and self-hosted Crawlee (open-source SDK on your infra). IPRoyal fits when you only need affordable residential/datacenter IPs.
Apify is a hosted platform for web scraping and automation: thousands of Actors (pre-built scrapers), Crawlee as the SDK, scheduling, storage, and integrations. It is not always the cheapest or narrowest tool. Sometimes you only need proxies, Markdown for RAG, or a visual desktop scraper.
The alternatives split into three groups. Proxy and infrastructure (Bright Data, Zyte, Oxylabs, ScraperAPI, IPRoyal) sell IPs and unlocking, not finished scrapers. AI extraction (Firecrawl, Diffbot, Crawl4AI) turns pages into LLM-ready text or structured JSON. No-code and automation (Octoparse, ParseHub, Gumloop) lets non-developers build flows by clicking. This page covers six core alternatives in depth, then the rest by category. Pricing moves often, so verify on each vendor site before buying. For head-to-head deep dives, see the Apify vs the World hub.
⚠️ Dollar figures are indicative; confirm current plans on official pricing pages.
Comparison table
| Option | What it is | Strength | Weak spot | Affiliate / link |
|---|---|---|---|---|
| Bright Data | Proxies, unlocker APIs, datasets | Huge IP diversity, enterprise compliance story | You still build/host scrapers for most custom sites | Bright Data |
| Firecrawl | Crawl → clean Markdown/JSON for AI | Fast path from URLs to LLM-ready text | Not a full replacement for structured vertical scrapers | Firecrawl |
| Octoparse | Visual no-code scraper | Great for one-off custom sites without code | Weaker than Apify when a Store Actor already exists | Octoparse |
| ScraperAPI | HTTP API: proxies + optional rendering | Drop-in front for your existing HTTP client | No Actor store, no scheduling/storage story | ScraperAPI |
| IPRoyal | Residential/datacenter proxy seller | Simple plans, good for budget residential tests | You integrate rotation, retries, parsing yourself | IPRoyal |
| Self-hosted Crawlee | Open-source crawlers (JS/Python) | Lowest marginal cost at huge volume | You own proxies, uptime, compliance | Crawlee docs + Apify SDK |
1. Bright Data: enterprise proxy and data infrastructure
Bright Data sells residential, mobile, ISP, and datacenter IPs plus products like Web Unlocker and ready-made datasets.
| Pros | Cons |
|---|---|
| Massive pools and geographic coverage | Higher minimum spend than hobby tools |
| Strong when targets need best-in-class IPs | Not a turnkey scraper marketplace like Apify |
| Unlocker-style APIs for hard sites | Engineering still required for bespoke parsers |
Better than Apify when proxy quality, compliance paperwork, or dataset SKUs are the bottleneck and you already run your own extraction code.
Stay on Apify when you want a hosted Actor + storage + schedule in one bill, especially for social, maps, and e-commerce verticals.
2. Firecrawl: LLM and RAG ingestion
Firecrawl turns URLs and crawls into clean Markdown (and structured options) aimed at AI pipelines.
| Pros | Cons |
|---|---|
| Minimal config for "text for the model" | Less suited to deeply structured retail/social schemas |
| Good developer UX for crawl jobs | High URL counts need cost modeling |
| MCP ecosystem for AI clients | Overkill if you only need one JSON API field |
Better than Apify when output is primarily tokens for LLMs, not thousands of typed columns.
Stay on Apify when you need known-good Actors (Instagram, Google Maps, Amazon, etc.) with stable schemas.
3. Octoparse: no-code visual scraping
Octoparse is a point-and-click desktop/cloud scraper for teams that will not touch code.
| Pros | Cons |
|---|---|
| Visual workflow for arbitrary retail sites | Paid cloud features can outpace Apify for heavy schedules |
| Templates for common patterns | Less flexible than code for weird SPAs |
| Useful for analysts | Harder to CI/CD than Crawlee |
Better than Apify when the site is obscure and there is no maintained Actor, but the layout is stable enough to click-map.
Stay on Apify when a Store Actor already tracks DOM changes for you.
4. ScraperAPI: proxy and rendering API
ScraperAPI fronts your HTTP requests with rotated IPs and optional headless rendering.
| Pros | Cons |
|---|---|
| Simple query-parameter integration | You still handle parsing, storage, orchestration |
| SERP-oriented endpoints | JS rendering burns more credits than raw HTML |
| Good if you already have scraper code | Not a visual or low-code platform |
Better than Apify when you have working parsers and only need reliable egress IPs.
Stay on Apify when you want end-to-end runs, datasets, and integrations without operating your own runners.
5. IPRoyal: straightforward proxy vendor
IPRoyal provides residential and datacenter proxies at approachable entry prices.
| Pros | Cons |
|---|---|
| Easy to trial for small teams | No scraping platform or Actor store |
| Useful alongside Crawlee or custom scripts | Session quality varies by use case, so test targets |
| Good budget complement to Apify Proxy | You implement rotation, ban detection, and retries |
Better than Apify when you self-host everything and only need IPs.
Stay on Apify when you want managed rotation tied to Actors. See Apify Proxy.
6. Self-hosted Crawlee: full control, full responsibility
Crawlee is Apify's open-source crawling stack (JavaScript / Python). Run it on your servers with no Apify platform fee.
| Pros | Cons |
|---|---|
| No per-run platform markup | You operate queues, monitoring, and compliance |
| Same patterns as Apify Actors | Proxy bills and SRE time add up |
| Ideal for fixed high-volume internal crawls | Slower time-to-value than dropping in a Store Actor |
Better than Apify when unit economics favor owned infra and you have senior engineers.
Stay on Apify when time-to-production and maintained Actors matter more than absolute infra savings.
Alternatives by category
AI extraction (LLM and RAG)
These tools optimize for feeding language models, not for typed retail or social columns.
| Tool | What it is | When to pick it | When Apify wins |
|---|---|---|---|
| Firecrawl | Crawl to clean Markdown/JSON for AI | You want tokens for a model with minimal config | You need stable typed schemas from known domains |
| Diffbot | AI extraction APIs plus a Knowledge Graph of organizations, articles, and products | You want pre-built entity data without writing parsers | Your target is a niche site Diffbot does not model well; vs Diffbot |
| Crawl4AI | Open-source LLM-friendly crawler you self-host | You want a free, code-first crawler for AI pipelines | You want managed runs, storage, and Store Actors; vs Crawl4AI |
No-code and automation
| Tool | What it is | When to pick it | When Apify wins |
|---|---|---|---|
| Octoparse | Visual point-and-click scraper | A long-tail site has no maintained Actor but a stable layout | A Store Actor already tracks the DOM; vs Octoparse |
| ParseHub | Visual cloud scraper | Tiny one-off runs that fit the free tier | You need scheduling, scale, and an API; vs ParseHub |
| Gumloop | No-code AI agent and workflow automation builder | You want to chain AI steps across 100+ apps without code | You need the actual web-data collection layer feeding those flows; pair Apify Actors into Gumloop runs |
Proxy and infrastructure (narrow fits)
| Tool | Role | When it beats Apify |
|---|---|---|
| Zyte | Scrapy hosting + APIs | Deep Scrapy investment; compare Apify vs Zyte |
| Oxylabs | Enterprise residential/datacenter proxies + scraper APIs | You need another large enterprise proxy mesh and run your own parsers |
| ScrapingBee | Render API | Similar niche to ScraperAPI when you only need HTML |
| PhantomBuster | Social automation | LinkedIn sequence automation; vs PhantomBuster |
| Clay | GTM enrichment | You already have rows to enrich, not a scraper-first tool; vs Clay |
| RapidAPI | API marketplace | You can consume an existing published API instead of scraping; vs RapidAPI |
When to use Apify vs alternatives
| Situation | Lean toward |
|---|---|
| Need working scrapers for major platforms today | Apify Store Actors + free credits |
| Need best possible IPs and unlocker APIs | Bright Data + your code |
| Building RAG from arbitrary docs/sites | Firecrawl (often plus Apify for structured feeds) |
| Analysts scraping long-tail retail sites | Octoparse |
| Engineers with scrapers who only need egress | ScraperAPI or IPRoyal |
| Massive stable crawl on owned infra | Self-hosted Crawlee |
| Budget for one vendor and minimal ops | Apify |
Apify wins the default case because it bundles scraper + proxy hooks + storage + scheduler + integrations. Alternatives shine when one layer (proxies, Markdown, visual extraction) is the real product you need and the rest is already solved in house.
Create an Apify account and test the exact Actor before you commit engineering time to a parallel stack.
There is no universal winner. Bright Data leads for enterprise proxy and dataset infrastructure. Firecrawl leads for LLM-oriented crawling. Octoparse leads for non-developers scraping arbitrary sites. ScraperAPI and IPRoyal lead when you only need outbound IPs. Apify still leads as an all-in-one scraping platform for most teams.
No. Firecrawl optimizes crawling for AI consumption. Apify optimizes structured extraction for known domains via Actors. Many teams use Firecrawl for documentation and marketing sites and Apify for vertical data feeds.
Only if you will build and operate your own scrapers, storage, and schedules. Bright Data is infrastructure; Apify is a platform. They pair well: proxies from Bright Data, orchestration on Apify, or the reverse, depending on your architecture.
Self-hosted Crawlee has $0 license cost but real spend on servers and proxies. For small experiments, Apify's free monthly credits are often cheaper than assembling proxy + hosting yourself.
Octoparse is the strongest general visual scraper competitor. If an Apify Actor already exists for your target, Apify's form-based runs are usually faster and cheaper.
ScraperAPI bundles rotation and rendering APIs for HTTP clients. IPRoyal sells raw proxies you configure in Crawlee, Playwright, or requests. Choose ScraperAPI for fastest integration; choose IPRoyal when you want to own the HTTP stack end-to-end.
Clay enriches rows with third-party data providers; Apify collects net-new web data. They are complementary: many teams scrape with Apify, then enrich with Clay.
Yes, for code-first teams. Crawl4AI and self-hosted Crawlee carry no license fee, though you still pay for servers and proxies. Among hosted tools, Apify's free monthly credits and the free tiers on ParseHub and Octoparse let you test before paying. There is no free tool that matches Apify's managed Actor store at zero total cost.
Firecrawl is the default pick for LLM-ready Markdown with minimal setup. Diffbot fits when you want pre-structured entities (organizations, products, articles) from its Knowledge Graph. Crawl4AI suits teams that want a free, self-hosted crawler. Apify remains stronger when your RAG pipeline needs typed, schema-stable feeds from specific domains.
Not directly. Gumloop is a no-code AI agent and workflow automation builder; Apify is a web-data collection platform. Gumloop orchestrates AI steps across apps, but it still needs a source for web data, which is where Apify Actors fit inside a Gumloop flow rather than replacing it.
Common mistakes and fixes
We picked Bright Data but delivery is slower than on Apify demos.
Raw proxy bandwidth does not include scraper maintenance. Add your own Crawlee/Playwright stack or combine proxies with Apify Actors for structured targets.
Firecrawl JSON does not match our warehouse schema.
Firecrawl optimizes Markdown for LLMs. For SKU-level or social fields, use Apify Store Actors or custom Crawlee parsers instead.
Octoparse cloud pricing jumped versus our Apify bill.
Compare per-run and per-row economics for your specific site; Apify often wins when a maintained Actor already exists for the domain.