GPU HEAD-TO-HEAD

NVIDIA RTX 4080 Super vs NVIDIA RTX 2080 Ti

Which graphics card is better for running local language models? Here is how the NVIDIA RTX 4080 Super (16 GB) compares against the NVIDIA RTX 2080 Ti (11 GB) in real memory headroom, supported model architectures, and generation speed.

NVIDIA · Ada Lovelace 16 GB VRAM

NVIDIA RTX 4080 Super

  • Memory Bandwidth: 736 GB/s (GDDR6X 256-bit)
  • Fits fully in VRAM: 34 popular models
  • Power Draw (TDP): 320W
  • Largest recommended (Q4): 20B–22B
View all NVIDIA RTX 4080 Super models →
NVIDIA · Turing 11 GB VRAM

NVIDIA RTX 2080 Ti

  • Memory Bandwidth: 616 GB/s (GDDR6 352-bit)
  • Fits fully in VRAM: 30 popular models
  • Power Draw (TDP): 250W
  • Largest recommended (Q4): 8B
View all NVIDIA RTX 2080 Ti models →

The AI Local Check Verdict: Which GPU should you buy for AI?

The NVIDIA RTX 4080 Super is the clear winner for local AI. It provides both 5 GB more VRAM and higher memory bandwidth (736 GB/s vs 616 GB/s).

This allows it to run larger model architectures entirely in video memory while also delivering faster token generation speeds on models of all sizes.

Models that fit on NVIDIA RTX 4080 Super, but NOT on NVIDIA RTX 2080 Ti

These models run entirely in GPU VRAM on the NVIDIA RTX 4080 Super, but require slow system RAM offload on the NVIDIA RTX 2080 Ti:

Model Size Downloads NVIDIA RTX 4080 Super NVIDIA RTX 2080 Ti
unsloth/gpt-oss-20b-GGUF 20.91B 501,909 Fits in VRAM Offload (Slow)
unsloth/Qwen-AgentWorld-35B-A3B-GGUF 34.66B 373,970 Fits in VRAM Offload (Slow)
MaziyarPanahi/Qwen3-30B-A3B-GGUF 30.53B 260,445 Fits in VRAM Offload (Slow)
MaziyarPanahi/Qwen3-32B-GGUF 32.76B 259,844 Fits in VRAM Offload (Slow)

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RTX 3060 12GB vs RTX 4060 8GB Compare VRAM & Models → RTX 4060 Ti 16GB vs RTX 4070 12GB Compare VRAM & Models → RTX 3090 24GB vs RTX 4090 24GB Compare VRAM & Models → RTX 4070 Super vs RTX 4070 Ti Super Compare VRAM & Models → RTX 5090 32GB vs RTX 4090 24GB Compare VRAM & Models → RTX 4080 Super 16GB vs RTX 4090 24GB Compare VRAM & Models → RTX 3060 12GB vs RTX 4060 Ti 16GB Compare VRAM & Models → AMD RX 7900 XTX vs NVIDIA RTX 4090 Compare VRAM & Models →