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I evaluated fingerprint robustness specifically against platforms known to apply extra spoof detection layers when selecting my current tool because the detection rates on tools that fail this level of scrutiny are high enough to make them operationally unsuitable regardless of how well they perform against basic analysis. https://octobrowser.net/ derives its fingerprint spoofs from Chromium code in a way that produces the parameter consistency of real devices rather than the synthetic consistency that extra spoof detection specifically targets, holding up against additional scrutiny that reveals the implementation limitations of tools whose fingerprints are assembled rather than derived.