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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 62 of 135 popular models. Best tool: PocketPal AI.

60 run well 2 tight fit 73 too heavy
Usable memory
~10.5 GB
Models run
62
Too large
73
Top pick
12B
Top pick Q4_K_M

Runs at Q4_K_M using ~8.9 GB of ~10.5 GB usable.

Runs on Google Pixel 10 Pro

Compatible models 62 total

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 12B is the strongest model that runs comfortably, using ~8.9 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.

Compare nearby devices

Hardware with a similar usable pool, and how many of the 135 tracked models each runs next to Google Pixel 10 Pro's 62.

Sources

Memory figures are estimates. See methodology.