The Pixel 8's Tensor G3 chip pairs with an upgraded Titan M2 security coprocessor to isolate sensitive cryptographic operations, while introducing Memory Tagging Extension (MTE) support for runtime detection of memory corruption vulnerabilities and significantly hardening the cellular baseband firmware with bounds sanitizers, integer overflow protection, stack canaries, and control flow integrity to reduce what has historically been a major attack surface.

That's a major improvement compared to the 7 or earlier generations.

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So 8s are just fine then? Or should one aim to upgrade to 9?

8s are fine, especially if you have it already or want the cheapest option.

Both 9 and 10 are marginal improvements in build quality, performance, battery, and they will receive updates for one or two years longer (standard is 7 years official support from google, Graphene usually supports even longer)

K good. Hope I dont need to replace it. So hope to figure out whats wrong with it and fix it.

I'd say make selective backups of your important files, not everything since that might include the malware, and then go again through https://grapheneos.org/install/web and start over.

What about the tablet since those come out less often