When 8GB can work
Many 1080p workloads and tuned settings can still fit inside 8GB.
When 12GB helps
Higher resolutions, texture packs, ray tracing, creative workloads, and newer games can benefit from extra memory headroom.
Check the exact GPU
Do not assume VRAM from the family name alone. Some models have multiple memory variants.