Hardware · Android

What AI models can the Other Android device with Dimensity 9300 or 9300+ (16 GB RAM) run?

RAM
16.0 GB
One app can use
9.9 GB
Memory bandwidth
77 GB/s
FP16 compute
3.0 TFLOPS
Released
2023

A model runs in RAM (the 16.0 GB here), not in storage. Storage only keeps the downloaded files, and even the smallest size has room for several. Android lets one app hold only part of the RAM before it closes the app, so we plan around 9.9 GB; a model bigger than that won’t run. Phone apps such as PocketPal AI download a model once, then run it with no connection.

More about this hardware

MakerAndroid
TypeMobile device (system on a chip)
App share of memory62% (what one app can typically hold before the system closes it)
ChipDimensity 9300 or 9300+
Bandwidth figure76.8 GB/s, estimated, see the note below

Apps that run models well on the Other Android device with Dimensity 9300 or 9300+ (16 GB RAM)

For a typical model that fits in memory. Each model page picks the best app for that model on this hardware. All apps

Best LLMs for the Other Android device with Dimensity 9300 or 9300+ (16 GB RAM)

Quality Model Quant Memory Speed Runs
66Good quality (B) · 66 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 81/100 (quality, fit, speed and memory use) sets the ranking. Mellum2.1 Thinking (12B-A2.5B)JetBrains Q4_K_M 8.1 GB 25.4 tok/s Runs well
58Good quality (B) · 58 of 100: how capable the model is at Q5_K_M, whatever it runs on. Match score 80/100 (quality, fit, speed and memory use) sets the ranking. Ling 3.0 Tiny (8B-A1.3B)Ant Group (inclusionAI) Q5_K_M 6.4 GB 38.2 tok/s Runs great
80Great quality (A) · 80 of 100: how capable the model is at Q5_K_M, whatever it runs on. Match score 80/100 (quality, fit, speed and memory use) sets the ranking. Gemma 4 12BGoogle Q5_K_M 9.8 GB 4.8 tok/s Slowtight fit
66Good quality (B) · 66 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 77/100 (quality, fit, speed and memory use) sets the ranking. Nemotron 3.5 Bolt E4BNVIDIA Q4_K_M 5.6 GB 15.4 tok/s Runs well
64Good quality (B) · 64 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 76/100 (quality, fit, speed and memory use) sets the ranking. Gemma 4 E4BGoogle Q4_K_M 5.6 GB 15.4 tok/s Runs well
49Fair quality (C) · 49 of 100: how capable the model is at Q2_K, whatever it runs on. Match score 76/100 (quality, fit, speed and memory use) sets the ranking. Maple Preview (20B-A1B)DeepGrove Q2_K 8.8 GB 61.7 tok/s Runs welltight fit
49Fair quality (C) · 49 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 75/100 (quality, fit, speed and memory use) sets the ranking. LFM2.5 8B-A1BLiquid AI Q4_K_M 5.9 GB 40.0 tok/s Runs great
49Fair quality (C) · 49 of 100: how capable the model is at Q2_K, whatever it runs on. Match score 74/100 (quality, fit, speed and memory use) sets the ranking. ERNIE 4.5 21B-A3B ThinkingBaidu Q2_K 9.8 GB 34.0 tok/s Runs welltight fit
64Good quality (B) · 64 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 74/100 (quality, fit, speed and memory use) sets the ranking. Nanbeige4.2 3BBOSS Zhipin (Nanbeige) Q4_K_M 4.6 GB 16.6 tok/s Runs well
43Fair quality (C) · 43 of 100: how capable the model is at Q6_K, whatever it runs on. Match score 74/100 (quality, fit, speed and memory use) sets the ranking. Granite 4.0 H Tiny (7B-A1B)IBM Q6_K 6.4 GB 41.0 tok/s Runs great
50Fair quality (C) · 50 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 74/100 (quality, fit, speed and memory use) sets the ranking. Kimi-VL A3B Thinking 2506Moonshot AI Q3_K_M 8.9 GB 27.3 tok/s Runs welltight fit
43Fair quality (C) · 43 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 73/100 (quality, fit, speed and memory use) sets the ranking. Ling Mini 2.0 (16B-A1.4B)Ant Group (inclusionAI) Q3_K_M 8.9 GB 53.1 tok/s Runs welltight fit

Best Image models for the Other Android device with Dimensity 9300 or 9300+ (16 GB RAM)

None of the image models in our catalog fit in this much memory.

Best Video models for the Other Android device with Dimensity 9300 or 9300+ (16 GB RAM)

None of the video models in our catalog fit in this much memory.

Best Decision models for the Other Android device with Dimensity 9300 or 9300+ (16 GB RAM)

None of the decision models in our catalog fit in this much memory.

Best LLMs by task on this hardware Open in Model Finder

Estimates come from published hardware specs and our open formulas, not from running the model on your machine. Real speed varies with runtime, drivers and settings. Numbers marked “Measured” come from a linked benchmark.

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