Local AI Bench

Local AI Bench

오프라인 온디바이스 AI 벤치마크

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Released
June 16, 2026
Updated
October 5, 2026

Features

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About

LocalAI Bench is an on-device benchmark app that runs AI models directly on your iPhone and measures their performance and capabilities. All inference happens inside your device — your conversations and personal data never leave it. ■ On-Device Execution - Download open AI models (Llama, Qwen, Gemma, Phi, and more) and run them right on your device - Works fully offline once a model is downloaded ■ Real-Time Performance Metrics - Generation speed (tok/s), time-to-first-token (TTFT), peak memory (RAM), and thermal state — displayed live while you chat - Automated benchmark with a standard methodology: repeated measurements of text generation, prompt processing, translation, coding, and math speed ■ Capability Evaluation - Auto-graded tasks: math, coding, multilingual translation (Korean↔English/Japanese/Chinese), summarization, reasoning, and vision - Compare capability, speed, and memory at a glance (choose 2-axis, composite, or efficiency scoring) ■ Vision & Speech Models - Vision: attach photos or recognize objects through the live camera - Speech: compare Whisper (tiny/base/small) transcription speed (RTF) ■ Compare & Manage Models - A/B head-to-head between two models, stress tests (thermal throttling curve) - Search models by capability (vision, coding, reasoning) or vendor and add them, with automatic iOS compatibility checks ■ Web Search (optional) - When enabled, fetches Wikipedia references for the model — ask about recent events - Inference stays 100% on-device; automatically skipped when offline Pure on-device AI — no cloud APIs, no fees, no subscriptions. Runnable models depend on your device's performance; larger models are recommended for devices with more memory.
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What's New in Local AI Bench

1.1.4

October 5, 2026

Release Notes(’26. 10. 3) • Version 1.1.4 New - Live performance : while an answer is generating, speed (apsed time update in the performance bar - Search progress : with web search on, you can see "preparing the search query -> searching for the actual query", so you know what the AI is looking up - Open sources : referenced documents and articles appear as chips under the answer - tap one to open the original - Copy button : copy an answer with one tap, without openin - Reasoning preview : while a reasoning model is thinking you see the elapsed time and its latest line, and expanding it no longer pushes the screen away - Benchmark progress : the auto benchmark and capability test show each item as pending, running or done, with its result - Live model downloads : downloaded size, speed and time lel file-finishing step is called out separately - Clean up unused model files : remove leftover files of models no longer in the list from Settings -> Data - New models : MiniCPM5, Qwen3.5 0.8B, Ministral 3, LFM2.5 anbeige 4.2 Improvements - Follow-up requests : with web search on, requests like "write the problem and its solution" or "summarize that" no longer get answered from unrelated search results -> they continue the conversation - You can scroll up while an answer is still generating, and jump back to the latest with a button - Models you add yourself now show their size and memory rel download size - Updated to the latest inference engine (MLX) - Fixed long model names overlapping the icons at the top Stability - Fixed the app closing when loading a model larger than the device's memory -> you now get a message before loading - Fixed a model failing to load when it was re-downloaded adownload - Fixed the typing indicator spinning forever after stopping a reply - Fixed errors during a search being hidden

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