Thanks to its compiler-optimized engine and full GPU utilization, Ocno delivers up to 5–10× higher performance compared to traditional CPU-based in-browser model execution.
Smaller models like Qwen3 4B (GPU and 4GB RAM needed) can achieve quality comparable to large earlier models such as GPT-4o in many tasks proven by various benchmarks.
Advances in quantization and model compression drastically reduced memory requirements, making powerful models practical on everyday devices. You can now run model comparable to GPT-4o on just 3–4 GB of RAM — enabling capabilities once limited to large cloud systems.
Ocno has been designed, developed, and extensively tested on Apple Silicon devices, including MacBook Pro M1 and MacBook Air M1. Apple Silicon’s unified memory architecture and high-efficiency GPU acceleration provide excellent performance for local AI inference. Newer Apple Silicon chips (M2, M3, and beyond) deliver even smoother performance and enable the use of larger and more capable models.
Minimum: 8GB
Good: 16GB
Best: 32GB+
Minimum: M1
Good: M1 Pro
Best: M3 Max+
In the morning, Ocno surfaces relevant updates based on what you’ve been exploring — frameworks, libraries, tools, discussions — pulled from multiple trusted sources.
While building or debugging: “I’ve seen this before.” Ocno reconnects past solutions, research, and documentation.
While reading documentation or technical articles: Ask Ocno. Explain this. Ocno clarifies concepts directly on the page.
Everything you read, explore, and think — connected.
Ocno surfaces updates based on your real interests — not generic algorithms. Query posts. Summarize insights. Understand why they matter. Explore related signals. Your curiosity becomes the filter. Your are not compared to others. You are compared to you.
Ask Ocno directly on the content you’re viewing. Explain concepts, clarify details, or generate concise summaries instantly. No copying. No switching tools.
Your browsing becomes a connected cognitive map. Pages, ideas, and topics form structured relationships. Search through questions. Explore connections visually. Reconnect past context instantly.
Ocno connects your current page with what you’ve read before. Relevant context resurfaces automatically. Next meaningful steps are preselected.
Write key points. Let Ocno refine, expand, restructure — or translate your text instantly. Perfect for emails, reports, and drafts.
Ask Ocno how to accomplish something on a page. Steps are identified and highlighted directly in the interface. No searching through menus. No friction.
Yeah, it just me so far...
