Aquin 每月有 0 次造訪,月增率 0%,定價模式為需聯絡報價。Manus 每月有 19,195,779 次造訪,成長率 -1.7%,定價模式為免費試用。
Aquin (Aquin Labs) is an AI research organisation working on interpretability and applied prediction. Its core project, Aleph, is positioned as a universal predictor for applied ML, data science and annotation work, producing schema-bound outputs such as probabilities, labels, boxes and scores that programs can consume. Alongside it the lab publishes research on attention circuits, weight editing and self-learning developer agents.
Aquin (Aquin Labs) is an AI research organisation working on interpretability and applied prediction. Its core project, Aleph, is positioned as a universal predictor for applied ML, data science and annotation work, producing schema-bound outputs such as probabilities, labels, boxes and scores that programs can consume. Alongside it the lab publishes research on attention circuits, weight editing and self-learning developer agents.
A single base that handles tables, media, annotation and decision tasks, with the option to fine-tune toward your specific data.
Outputs are typed and scored rather than free text, so downstream programs can act on results and escalate low-confidence cases.
Treats attention as a routing map from a single forward pass, isolating a small subgraph aimed at the answer and testing it under ablation.
Agentic weight-editing experiments that localise causal layers, apply rank-one MLP updates and validate then roll back steps when checks fail.
不只是回答,而是真正把任務做完的通用 AI 代理
給出目標後,代理會自行規劃步驟、選擇工具,並在雲端環境中持續完成任務,無需全程盯守。
產出的是簡報、可運行網站、小遊戲與格式化文件等成品,而非原始文字。
執行多來源的廣泛調查,並把發現整理成結構化報告。
在任務中或單獨生成圖片、影片與音樂。
免費 / 開源由 DeepSeek-V4 與 R1 驅動的高效開源權重與託管推理 AI,token 成本極低。
免費 / 開源Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
免費 / 開源Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
專項更強Converts prompts into structured office deliverables, but acts primarily as a document generation workspace.
專項更強Converts prompts into structured office deliverables, but acts primarily as a document generation workspace.