Local AI Bench vs SotaAgents

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.

SotaAgents – Personal AI Client & Multi-Model Workspace No single AI model meets all your needs? Worried about sharing your personal API keys and chat history with third-party intermediate servers? SotaAgents connects you directly to the world's leading AI models — including OpenAI, Gemini, and Claude — so you maintain full control of your keys, data, and privacy in a single premium workspace. Use SotaAgents When It Matters Most: - Interacting with Multiple AI Providers: Connect directly to OpenAI, Google Gemini, Anthropic Claude, and other leading LLMs using your own API keys. No markups, no middleware. - Personalized Workflows & Custom Assistants: Define custom system prompts, avatars, and configuration parameters to build specialized AI agents tailored for writing, coding, or data analysis. - Chatting with Files & Documents: Upload PDFs, Word documents, text files, or images. Let the AI summarize long texts, extract data, or explain complex ideas in real time. - Executing Real-World Actions via MCP: Extend your AI's capabilities using the Model Context Protocol (MCP). Empower your AI to invoke web search engines, execute scripts, and retrieve live information. Why Choose SotaAgents: - Direct API Connections: Enjoy full control over your API keys and usage costs. - Privacy-First Architecture: All chat records, configurations, and cache files are stored securely and locally on your device. - Web Search Grounding: Integrated with Bing, Tavily, Perplexity, and more for real-time web results. - Modern, Cross-Platform UI: Experience a smooth, custom iOS-style design with a responsive layout, dynamic themes, and efficient hotkeys. Download SotaAgents today and experience a truly personal and limitless AI workspace. Terms of Service: https://sotaagents.ai/tos Privacy Policy: https://sotaagents.ai/privacy-policy