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Device profile · iOS

Best local LLMs for iPhone 16 Pro

iPhone 16 Pro has ~4.5 GB usable for model weights and runs 24 of 67 popular models. Best tool: Apple Foundation Models.

Usable memory
~4.5 GB
Models run
24
Too large
43
Top pick
4B
Top pick Q4_K_M
Gemma 3 4B Tight

Fits at Q4_K_M (~3.8 GB of ~4.5 GB usable) but with little headroom, close other apps.

Runs on iPhone 16 Pro

Compatible models 24 total

Too large for this device

DeepSeek R1DeepSeek V3Qwen3 235B A22Bgpt-oss 120BLlama 4 ScoutSarvam-105BQwen2.5 72BLlama 3.3 70BMixtral 8x7BCommand R 35BYi 1.5 34BQwen2.5 32BQwen3 32BDeepSeek-R1-Distill-Qwen 32BQwen2.5 Coder 32BGranite 4.0 H SmallQwen3 30B-A3BSarvam-30BGemma 2 27BGemma 3 27BMistral Small 3 24BSarvam-M 24Bgpt-oss 20BDeepSeek-V2-LitePhi-4 14BQwen2.5 14BQwen3 14BDeepSeek-R1-Distill-Qwen 14BQwen2.5 Coder 14BMistral Nemo 12BGemma 3 12BLlama 3.2 Vision 11BFalcon3 10BGemma 2 9BGLM-4 9BQwen2.5-VL 7BLlama 3.1 8BQwen3 8BDeepSeek-R1-Distill-Llama 8BMistral 7BQwen2.5 7BDeepSeek-R1-Distill-Qwen 7BQwen2.5 Coder 7B

Best way to run models on iOS

Runtime guide iOS

Beginner: Apple Foundation Models, Built into iOS 26, ~3B on-device model, zero download, fully private.

Power user: PocketPal AI, Run any GGUF from HuggingFace fully offline.

Phones realistically run 1B-4B class models. Anything larger thermally throttles or OOMs.

Full iOS tool guide →

FAQ

What is the best local LLM for iPhone 16 Pro?

Gemma 3 4B is the strongest model that runs comfortably, using ~3.8 GB at Q4_K_M of the ~4.5 GB usable on iPhone 16 Pro.

How much of iPhone 16 Pro's memory can I use for a model?

About 4.5 GB. On a CPU-only machine, leave headroom for the OS and apps.

Which tool should I use on iOS?

Apple Foundation Models (Built into iOS 26, ~3B on-device model, zero download, fully private.) or PocketPal AI for speed. Phones realistically run 1B-4B class models. Anything larger thermally throttles or OOMs.

Sources

Memory figures are estimates. See methodology.