Local AI Bench vs Orbit Moon Alpha

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.

Orbit Moon Alpha is an AI orchestration nexus that unifies advanced AI workspaces, modular tools, and adaptive multi-model workflows. Key features: - AI Agent workspace for productivity tasks - Agent Mode for structured research and information workflows - File, image, and audio upload support - Voice input for faster task creation - Kepler workspace access for account, task, and workspace management - Knowledge, media, and workflow-oriented workspace areas - Account management