Benchmarking Pocket-Scale Inference on Mobile Devices
August 27, 2026
Artificial Analysis is benchmarking models under 8GB of quantized memory on mobile hardware like iPhone 17 Pro and Galaxy S26 Ultra. The testing uses llama.cpp to measure intelligence versus generation time and peak memory for real-world mobile deployment.
HOW THIS AFFECTS YOU
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builderYou can use these metrics to select models optimized for specific mobile memory constraints.
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designerThis data helps you understand the latency trade-offs for on-device AI user experiences.