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What Is VRAM and How Much Do You Need? (AI and Gaming)

VRAM explained: what video memory does, why it limits AI models and games, and how much you need for local LLMs and gaming in 2026.

Last updated21 Oct 2026
Fact-checked21 Oct 2026
Sources cited13
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VRAM (video RAM) is the memory attached directly to a graphics card. The GPU can only work at full speed on data held in its own VRAM, so VRAM size caps how large a texture set or AI model it can handle, and VRAM bandwidth caps how fast it can stream that data.

VRAM for local AI

A language model's weights must sit in memory while it generates text. A 4-bit quantized 8B model needs roughly 6 GB; a 70B model needs over 40 GB. See how much VRAM for LLMs for a full table.

VRAM for gaming

Games use VRAM for textures, frame buffers and ray-tracing data. Higher resolutions and texture settings need more. Game requirements vary by title; check each game's published system requirements.

VRAM on current GPUs

GPUVRAMMemory bandwidthLaunch MSRP (US)Source
GeForce RTX 509032 GB1792 GB/s$1,999NVIDIA: GeForce RTX 5090 specs; NVIDIA Newsroom (Jan 2025): RTX 5090/5080/5070 Ti/5070 pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 508016 GB960 GB/s$999NVIDIA: GeForce RTX 5080 specs; NVIDIA Newsroom (Jan 2025): RTX 5090/5080/5070 Ti/5070 pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 5070 Ti16 GB896 GB/s$749NVIDIA: GeForce RTX 5070 family specs; NVIDIA Newsroom (Jan 2025): RTX 5090/5080/5070 Ti/5070 pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 507012 GB672 GB/s$549NVIDIA: GeForce RTX 5070 family specs; NVIDIA Newsroom (Jan 2025): RTX 5090/5080/5070 Ti/5070 pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 5060 Ti 16GB16 GB448 GB/s$429NVIDIA: GeForce RTX 5060 family specs; NVIDIA Newsroom (Apr 2025): RTX 5060 family pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 5060 Ti 8GB8 GB448 GB/s$379NVIDIA: GeForce RTX 5060 family specs; NVIDIA Newsroom (Apr 2025): RTX 5060 family pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 50608 GB448 GB/s$299NVIDIA: GeForce RTX 5060 family specs; NVIDIA Newsroom (Apr 2025): RTX 5060 family pricing; Wikipedia: GeForce RTX 50 series (memory bandwidth table)
GeForce RTX 409024 GB1008 GB/s$1,599
Launch MSRP (2022). Current price TBD.
NVIDIA: GeForce RTX 4090 specs; NVIDIA Newsroom (Sep 2022): RTX 40 Series pricing; Wikipedia: GeForce RTX 40 series (memory bandwidth table)
GeForce RTX 309024 GB936 GB/s$1,499
Launch MSRP (2020); sold used today. Used price TBD.
NVIDIA: GeForce RTX 3090 specs; NVIDIA Newsroom (Sep 2020): RTX 30 Series pricing; Wikipedia: GeForce RTX 30 series (memory bandwidth table)

VRAM and bus width from NVIDIA spec pages; bandwidth from Wikipedia series tables (not listed on NVIDIA pages); MSRPs from NVIDIA press releases. Current street prices: TBD.

Card-specific pages: RTX 5060, RTX 5070, RTX 5080. Not the same as system memory: see VRAM vs RAM.

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