Can Laguna XS 2.1 run on ROG Phone 9 Pro?

NOWon't fit
Grade F · 24/100 · formula estimate

What this means

None of the versions we checked fit safely on this phone. The checked version needs about 24.2 GB, while we estimate that the model can use about 20 GB.

Try a smaller model, or use this model on a device with more memory.

This result is calculated from the phone and model specifications. It has not been measured on this exact phone and setup.

−4.2GB short
memory that doesn't exist here
24.2GB
needed at Q4_K_M
Q4_K_M
quant checked
F
grade · 24/100
needs 24.2 GBusable 20 GB · short 4.2 GB
Snapdragon 8 Elite24 GB RAMCPU / GPUAlso sold with 16 GB

Three ways forward

1
Try a smaller quant
No quant of Laguna XS 2.1 fits this phone — even the smallest is too big. Options 2 and 3 are your real choices.
2
Best model that fits
Qwen3 0.6B · Q8_0 · 0.6 GB
~57.6 tokens/s here
check Qwen3 0.6B
3
Run it in the cloud
The full Laguna XS 2.1, no download, at data-center speed — pay per token.
provider recommendations coming later

Where the memory goes

ComponentDetailGB
Model weightsQ4_K_M GGUF (20.3 GB) + mmap overhead21.3
KV cache4K context window2.3
Runtimellama.cpp + app overhead0.6
Total neededat Q4_K_M, 4K context24.2
Usable on ROG Phone 9 Pro24 GB RAM − Android system reserve20
Headroommissing — this memory doesn't exist−4.2

Pick your quant

QuantDownloadVerdictSpeed
Q4_K_M 20.3 GB Won't fitwon't fit

Related checks

More on ROG Phone 9 Pro
Qwen3 0.6BQwen3 1.7BLlama 3.2 1BLlama 3.2 3BGemma 3 1B
Laguna XS 2.1 on other phones
OnePlus 13OnePlus 12Huawei Mate X7Galaxy S25 UltraGalaxy S25