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Scrapy is an open-source, self-hostable Python crawler. It fits teams building custom crawlers, especially for mostly static pages, but browser rendering and hosted scaling take extra setup. Alternatives range from hosted Actor platforms to web-data APIs and an open-source extraction API. The right replacement depends on whether you want managed infrastructure, a different interface, or a narrower data service. Compare each tool’s starting price with its usage model, and check its hosting and licensing terms before moving workloads.
01Why people leave Scrapy
Dynamic pages need extra work
A Reddit user reports Scrapy was fast on static sites but needed extra work for dynamic content and browser rendering.
The workflow may not fit
One Reddit user describes Scrapy as restrictive and unintuitive, using its selectors alongside separate request, browser and database tools.
Scaling is operational work
Scrapy's hosted scaling takes extra setup. A managed service can shift some infrastructure work, but adds usage costs and possible concurrency limits.
02The alternatives, ranked by fit
- Best for custom Actors
ApifyApifyApify is a hosted Actor platform for teams that want ready-made scrapers or need to build custom Actors instead of operating a Scrapy deployment. The listed starting price is $19, with a free plan; usage costs and concurrency limits need to be part of your estimate. A Reddit migration post claims large savings, but commenters dispute the conclusion, so treat it as one team's account, not a cost forecast.
Trade-off: Hosted usage costs and concurrency limits replace some infrastructure work.
7.7/10from
$19/mofree plan - Best for agent data
FirecrawlFirecrawlFirecrawl offers an API for turning live web pages into Markdown or JSON, a narrower integration than building and operating a custom crawler for an AI workflow. It is marked open source, and pricing starts at $16 with a free plan. Check the license, hosting options and operational requirements before treating it as a self-hosted Scrapy replacement or moving production workloads.
Trade-off: Check hosting scope and operating caveats before scaling.
7.4/10from
$16/mofree plan - Best for managed infrastructure
Bright DataBright DataBright Data is a full web-data stack with managed proxy infrastructure, aimed at teams collecting public-web data at scale or feeding AI pipelines. Its listed starting price is $0 with a free plan. It may suit teams looking to buy managed infrastructure rather than assemble a crawler stack, but model usage costs against your request volume before replacing a self-hosted Scrapy setup.
Trade-off: Managed infrastructure means usage costs to plan around.
7.0/10from
$499/mofree plan - Best for proxy-backed collection
OxylabsOxylabsOxylabs combines a hosted API and proxy stack for web collection, including projects building web-grounded AI agents. The listed starting price is $15 with a free plan. Choose it when managed proxies and a hosted interface matter more than keeping every crawler component in your own codebase. Confirm the usage model against your workload before comparing it with Scrapy's self-hosted operating costs.
Trade-off: Hosted services add usage costs and provider dependence.
6.8/10from
$15/mofree plan - Best for pay-as-you-go pulls
OutscraperOutscraperOutscraper is a hosted data source for small, pay-as-you-go pulls and CSV-first research workflows. Its listed starting price is $1 with a free plan. It can fit jobs where you want to request data rather than build a general-purpose crawler, but the product is less clearly suited to replacing a custom Scrapy system. Check production reliability before making it a pipeline dependency.
Trade-off: CSV-first workflows may not fit custom crawler requirements.
6.8/10from
$1/mofree plan - Best for REST integrations
Captain DataCaptain DataCaptain Data provides a people-and-company data API over REST, making it a different kind of replacement from a general-purpose crawler: use it when the required output is B2B enrichment data. Its prices are not published, so ask the vendor for workload-based costs before comparing it with Scrapy. The comparison also flags Reddit license complaints; review applicable terms before integrating it into production.
Trade-off: Pricing is unpublished; review licensing terms before adoption.
5.8/10from
Custom
03Side by side
| Tool | Score | From | Free plan | Best for |
|---|---|---|---|---|
 Scrapy Scrapy (current) | 8.1 | $9/mo | Yes | Python teams building custom crawlers |
| Apify Apify | 7.7 | $19/mo | Yes | Teams needing ready-made web scrapers |
| Firecrawl Firecrawl | 7.4 | $16/mo | Yes | AI agents that need live web data |
| Bright Data Bright Data | 7.0 | $499/mo | Yes | Teams collecting public-web data at scale |
| Oxylabs Oxylabs | 6.8 | $15/mo | Yes | Teams building web-grounded AI agents |
| Outscraper Outscraper | 6.8 | $1/mo | Yes | Local-business data collection |
| Captain Data Captain Data | 5.8 | Custom | No | B2B SaaS enrichment workflows |
Questions people ask
Is Scrapy free to use?
Scrapy is listed as open source and self-hostable, with a free crawler. The cost of running it still includes the infrastructure and engineering work your team takes on. The listed alternatives have their own pricing models: for example, Apify starts at $19 with a free plan, while Firecrawl starts at $16 with a free plan.
Which Scrapy alternative is open source?
Firecrawl is marked open source, while Scrapy is also listed as open source and self-hostable. Those labels do not establish that their licenses, hosting models or available components are equivalent. Check Firecrawl's license and which parts you can run yourself before choosing it to reduce lock-in.
Can an API replace a Scrapy crawler?
It can, when the API provides the data or page extraction your application needs. Firecrawl offers page extraction into Markdown or JSON, and Captain Data provides a REST API for people-and-company data. Neither description establishes a general-purpose replacement for every custom Scrapy crawl, so check coverage and output requirements first.