Managed scraping APIs vs DIY data infrastructure - which fits your team in 2026?
By Mohammad Shakir, Co-founder & CEO · Published 16 Oct 2026 · Updated 26 Oct 2026
Bright Data runs one of the largest proxy and web-data infrastructures in the industry. It is a strong choice when you have a scraping team that wants raw building blocks - proxy networks, unblockers, browser infrastructure - and the engineers to assemble and babysit them. ScrapeGuys starts from the opposite end: you name the target and the fields, and a managed, SLA-backed API shows up in days.
| ScrapeGuys | Bright Data | |
|---|---|---|
| Model | Fully managed per-target APIs - we build and operate | Infrastructure toolkit - proxies, unblocker, scraping browser you assemble |
| Anti-bot handling | Entirely on our side - you never see it | Your team configures unblocking per target |
| Setup time | 48-72h to a production API, zero code on your side beyond one integration | Days to weeks of engineering per target |
| Output | Clean, structured JSON - one schema across sources | Raw HTML or per-tool outputs you parse and normalize |
| Maintenance | We absorb site redesigns; your schema stays stable | Your scrapers break when targets change |
| Custom workflows | Wrapper APIs, custom fields, your cadence, pincode-level India | Possible, but it is your engineering backlog |
| Pricing | Success-based, plans from $0; you never pay for failed requests | Usage-based per tool (bandwidth/requests), enterprise-oriented |
| Best for | Teams that want data, not scraping ops | Teams building their own scraping platform |
1,000 free API calls today, or a 20-minute scoping call for your targets - compare freshness, accuracy and latency on your real workload.