Best value upgrade path from 12GB VRAM RTX4080, 16GB system RAM gaming laptop for local LLM inference?

This post discusses upgrade recommendations for improving local LLM inference performance on a gaming laptop with an RTX 4080 (12GB VRAM) and 16GB system RAM. Community members likely shared options for either upgrading GPU VRAM, increasing system RAM, or alternative hardware configurations that provide the best value for running larger language models locally using Ollama. The discussion probably covers trade-offs between performance gains and cost when looking to handle more demanding LLM inference workloads.

Source: r/ollama | 2026-05-06