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Compatibility Report

Gemma 3 12B on NVIDIA RTX 4080 Laptop (120-150W)

RTX 4080 Laptop (120-150W) runs Gemma 3 12B at Q4_K_M — 22 tok/s. Usable on 12 GB VRAM — see full quantization options below.

Model Size

12.2B

Device VRAM

12 GB

Bandwidth

384 GB/s

Quantization

Q4_K_M

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for Gemma 3 12B on NVIDIA RTX 4080 Laptop (120-150W) at Q4_K_M. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q4_K_M22 tok/s286ms✓ YesAcceptableestimated

Notes

Q4_K_M

Sustained post-thermal-throttle performance. TDP-capped laptop variant.

About Gemma 3 12B

Gemma 3 12B (12.2B) is a chat, coding, multi-purpose model. Google's efficient 12B model with chat and coding support.

View all Gemma 3 12B hardware options →

About NVIDIA RTX 4080 Laptop (120-150W)

NVIDIA RTX 4080 Laptop (120-150W) has 12 GB at 384 GB/s. Street price: $0.

See all models NVIDIA RTX 4080 Laptop (120-150W) can run →

Estimate method: Community laptop benchmarks and thermal throttle reports. Reference hardware source: reddit.com (2026-03-14)

Performance varies by driver version, inference engine, quantization method, context length, and system configuration. Figures shown are estimates based on community benchmarks and may not reflect your exact setup. Product names are trademarks of their respective owners. OwnRig is independent and not affiliated with any hardware or AI model provider.