Can BigBang V1 36B-A3B run on ROG Phone 9 Pro?

YESRuns great
Formula estimate

What this means

Our estimate says BigBang V1 36B-A3B should fit comfortably on your ROG Phone 9 Pro.

Download the Q2_K version, which is about 13.1 GB. We expect it to use about 16.9 GB of the roughly 20 GB available to a model on this phone.

At the estimated speed, a roughly 300-word answer may take about 13 seconds to finish.

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

31.7tokens/s
estimated · instant
16.9GB
needed at Q2_K
Q2_K
quant checked
needs 16.9 GBusable 20 GB
Snapdragon 8 Elite24 GB RAMCPU / GPUAlso sold with 16 GB

See how fast it feels

Estimated at 31.7 tokens/s — instant. A ~300-word reply takes about 13 seconds on this phone.

Live demo · 31.7 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ2_K GGUF (13.1 GB) + mmap overhead13.8
KV cache4K context window2.5
Runtimellama.cpp + app overhead0.6
Total neededat Q2_K, 4K context16.9
Working budget24 GB RAM Android system reserve20
Headroomremaining inside the working budget3.1

Pick your quant

QuantDownloadVerdictSpeed
Q2_K BEST HERE13.1 GB Runs great~31.7 tokens/s
Q3_K_M 16.7 GB Won't fitwon't fit
IQ4_XS 19.3 GB Won't fitwon't fit
Q4_0 20.4 GB Won't fitwon't fit
Q4_K_S 21.1 GB Won't fitwon't fit
Q4_K_M 21.9 GB Won't fitwon't fit
Q5_K_M 25.5 GB Won't fitwon't fit
Q6_K 30.5 GB Won't fitwon't fit
Q8_0 37.8 GB Won't fitwon't fit

Get your first offline chat working

Recommended app: PocketPal. Follow the point-and-click steps below. The speed above is an estimate, not a measurement from this exact app and phone.
1
Install or update PocketPal from Google Play. It is free and does not require an account. Use a current version so its loader supports newer model architectures.
2
Open the exact model. In PocketPal, go to Models → + → Add from Hugging Face, then paste bartowski/endless-frontier_BigBang-v1-GGUF.
3
Choose the Q2_K GGUF file. The download is about 13.1 GB, so use Wi-Fi and keep the app open. Choose the main GGUF weights, not a vision projector, mmproj, or other helper file.
4
Tap Download, then Load. Start with a 4K (4096-token) context. Keep the app’s default Android backend for the first run.
5
Send a simple first prompt. Try “Explain why the sky is blue in three sentences.” This page estimates about 31.7 tokens/s, but that number is not a PocketPal measurement unless it carries a ✓ Verified label.
6
Confirm it is really offline. After the first reply, turn on airplane mode and ask a second question. If it still answers, the model is running on your phone.
If it does not work
  • Model not listed: update PocketPal and paste the exact repository bartowski/endless-frontier_BigBang-v1-GGUF.
  • App closes while loading: close other apps, restart the phone, and try 2K context. If it still closes, choose a smaller model.
  • No offline reply: confirm that the Q2_K GGUF file is loaded in the chat rather than a remote model.

Related checks

More on ROG Phone 9 Pro
Qwen3 0.6BQwen3 1.7BLlama 3.2 1BLlama 3.2 3BGemma 3 1B
BigBang V1 36B-A3B on other phones
OnePlus 13OnePlus 12Huawei Mate X7Galaxy S25 UltraGalaxy S25