Apify vs Scrapy
Scrapy remains the reference open-source Python framework for scraping: a spider, a pipeline, and as much middleware as you want to bolt on. Apify is the managed-services play on top of that concept -- actors, proxies, queueing, and scheduling as a SaaS. The choice is between engineering time and subscription cost.
Apify
Free / $49/mo Starter / $499/mo Scale
Strengths
- 3,000+ prebuilt actors
- Managed proxies and scheduling
- Monitoring dashboard included
- No infra to run
Weaknesses
- Per-actor pricing at scale
- Vendor lock-in on queue and storage primitives
- Custom actors still require code
Scrapy
Free (OSS)
Strengths
- Mature Python framework
- Full control over middleware, pipelines, storage
- Massive community and docs
- Zero per-run cost
Weaknesses
- You own proxies, queues, scheduling
- Anti-bot handling is on you
- Ops overhead for 24/7 crawls
Feature-by-feature comparison
The verdict
Apify wins when engineering time is scarcer than budget and the target sites already have a decent actor. Scrapy wins when you have a Python team, want full control, and can amortize ops across many crawls. Typical 2026 path: prototype in Scrapy, graduate hot workloads to Apify when ops pain exceeds the subscription.
Consider Scavio instead
If what you actually need is Google, Reddit, YouTube, Amazon, or Walmart data -- not arbitrary URL scraping -- Scavio returns structured JSON directly. No spiders, no actors, one API key.
Frequently Asked Questions
Scrapy remains the reference open-source Python framework for scraping: a spider, a pipeline, and as much middleware as you want to bolt on. Apify is the managed-services play on top of that concept -- actors, proxies, queueing, and scheduling as a SaaS. The choice is between engineering time and subscription cost.
Apify is priced at Free / $49/mo Starter / $499/mo Scale. Scrapy is priced at Free (OSS). The better value depends on your usage volume and feature requirements.
If what you actually need is Google, Reddit, YouTube, Amazon, or Walmart data -- not arbitrary URL scraping -- Scavio returns structured JSON directly. No spiders, no actors, one API key.
Some teams use both tools for different parts of their pipeline. However, a unified API like Scavio can replace the need for multiple subscriptions by providing search, content extraction, YouTube, and Amazon data from a single endpoint.
Try Scavio for free
500 free credits/month. Structured data from Google, YouTube, Amazon, Walmart, and Reddit. No credit card required.