Holo4 is a new series of agentic models (27B dense and 35B-A3B MoE) designed for computer-use tasks that interact with software through GUIs, code, APIs, and MCP. Trained via supervised and reinforcement learning on diverse environments, it scores competitively with frontier models on academic benchmarks like OSWorld 2.0 while operating at significantly lower cost and parameter count.