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Device profile · Android

Best local LLMs for Google Pixel 9 Pro

Google Pixel 9 Pro has ~10.5 GB usable for model weights and runs 39 of 67 popular models. Best tool: PocketPal AI.

Usable memory
~10.5 GB
Models run
39
Too large
28
Top pick
4B
Top pick Q4_K_M

Runs at Q4_K_M using ~3.8 GB of ~10.5 GB usable. You have room for FP16 for higher quality.

Runs on Google Pixel 9 Pro

Compatible models 39 total

Too large for this device

Best way to run models on Android

Runtime guide Android

Beginner: PocketPal AI, Polished app, download GGUF and run offline.

Power user: MLC LLM / LiteRT-LM, GPU/NPU acceleration paths for supported chips.

NPU acceleration is limited and chip-specific; most apps run on CPU. Expect 1B-4B class.

Full Android tool guide →

FAQ

What is the best local LLM for Google Pixel 9 Pro?

Gemma 3 4B is the strongest model that runs comfortably, using ~3.8 GB at Q4_K_M of the ~10.5 GB usable on Google Pixel 9 Pro.

How much of Google Pixel 9 Pro's memory can I use for a model?

About 10.5 GB. On a CPU-only machine, leave headroom for the OS and apps.

Which tool should I use on Android?

PocketPal AI (Polished app, download GGUF and run offline.) or MLC LLM / LiteRT-LM for speed. NPU acceleration is limited and chip-specific; most apps run on CPU. Expect 1B-4B class.

Sources

Memory figures are estimates. See methodology.