Beyond the Renderer String: GPU Evidence from Eight Scraping Providers
A graphics-stack comparison of eight scraping providers: software-renderer claims, cross-API identity mismatches, and differences between page and worker behavior.
12 min read
02 / Test & compare
Evaluations
Technical evaluations of scraping vendors, tools, and infrastructure. Evidence-based analysis of browser identity, observable behavior, reliability, and cost.
IN SCOPE
- Scraping APIs
- Browser & automation providers
- Browser identity & graphics behavior
- Proxy providers
- Vendor comparisons & benchmarks
- Infrastructure reliability
- Cost per valid result
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