Can I Run Gemma 4 on NVIDIA GeForce RTX 5090?

Written by Jakub Rusinowski · Last updated June 3, 2026

Yes, comfortably — you'll have ~14 GB of headroom running Gemma 4 31B at Q4_K_M (18 GB, ~100 tok/s (est.)) with room for up to 4K context.

Affiliate disclosure: Some links on this page are affiliate links — if you buy through them, LLM Configurator may earn a commission at no extra cost to you. As an Amazon Associate, LLM Configurator earns from qualifying purchases.

Check price on Amazon — NVIDIA GeForce RTX 5090 32GB

NVIDIA GeForce RTX 5090 Specs

VRAM32 GB
Memory Bandwidth1792 GB/s

Gemma 4 31B on the NVIDIA GeForce RTX 5090: VRAM by quantization

QuantVRAM neededFits 32 GB?Max context
F1672.7 GB✗ No
Q8_043.7 GB✗ No
Q6_K36.1 GB✗ No
Q5_K_M32.7 GB✗ No
Q4_K_M29.4 GB✓ Yes4K
Q3_K_M23.9 GB✓ Yes4K
Q2_K20.9 GB✓ Yes8K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 32 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Gemma 4 Sizes That Fit the NVIDIA GeForce RTX 5090

Gemma 4 31BQ4_K_M · 18 GB · ~100 tok/s (est.)
Gemma 4 26B-A4BQ4_K_M · 16 GB · ~400 tok/s (est.)
Gemma 4 12B (Unified)Q4_K_M · 10 GB · ~179 tok/s (est.)
Gemma 4 E4BQ4 (QAT) · 5.5 GB · ~326 tok/s (est.)
Gemma 4 E2BQ4 (QAT) · 5 GB · ~358 tok/s (est.)
Buy vs. rent Gemma 4
Buy the GPU
~$1,999
NVIDIA GeForce RTX 5090 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,999) beats renting at $0.34/hr after about 8.2 years.

Affiliate links — we may earn a commission if you sign up, at no extra cost to you.

RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Does the NVIDIA GeForce RTX 5090 have enough VRAM for Gemma 4?

Yes, comfortably — you'll have ~14 GB of headroom running Gemma 4 31B at Q4_K_M (18 GB, ~100 tok/s (est.)) with room for up to 4K context.

Which quantization of Gemma 4 should I use on the NVIDIA GeForce RTX 5090?

Gemma 4 31B at Q4_K_M quantization (18 GB), estimated ~100 tokens/sec, up to 4K context.

Gemma 4 on Other GPUs

Popular Models on the NVIDIA GeForce RTX 5090

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Gemma 4 Model Page | NVIDIA GeForce RTX 5090 GPU Page | Check Your Hardware