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Device profile · Android

Best local LLMs for Google Pixel 10 Pro

Google Pixel 10 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 10 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 10 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 10 Pro.

How much of Google Pixel 10 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.