免费 / 开源由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。
Aquin 记录了 0 月访问量,月度环比增长为 0%,定价为定价请咨询。Roboflow 记录了 1,431,204 月访问量,增长率为 +6.6%,定价为免费增值,定价请咨询。
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.
| 维度 / 指标 | ||
|---|---|---|
| 官方域名 | aquin.app | roboflow.com |
| 定价模式 | 定价请咨询 | 免费增值,定价请咨询 |
| 月访问量 | 0 (0) | 143.12万 (1,431,204) |
| 月度环比流量变化 | 0 (0%) | +8.82万 (+6.6%) |
| 主要市场与份额 | 🌐 全球 (—) | 🇺🇸 美国 (21.2%) |
| 直接访问 / 月 | 0 | 67.65万 |
| 用户评分 | 4.1 | 4.6 |
| 支持的平台 | 网站 | 网站 |
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.
为物理世界构建、训练并部署计算机视觉
借助前沿模型和自定义过滤器,几分钟内标注数千张图片并整理训练数据集。
组合检测、跟踪和逻辑模块,编排动作、写入数据库并对接工业系统。
在云端或边缘设备上运行高速推理,处理应用所在场景的实时视频与图像。
借助能感知世界、理解正在发生什么并触发动作的智能体快速进入生产。
免费 / 开源由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。

专项更强Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
专项更强Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.

免费 / 开源专注于 YOLO 模型系列以进行实时对象检测,而 Roboflow 则提供更广泛的标注和数据集工具。

提供强大的企业级数据标注与策展工作流程,但缺乏 Roboflow 内建的模型训练与边缘端部署管线。
提供强大的企业级数据标注与策展工作流程,但缺乏 Roboflow 内建的模型训练与边缘端部署管线。

结合了企业级机器学习管线所需的标注与数据策展功能,但在边缘模型部署方面需要更多手动设定。
基于公开网络数据、每条信息可溯源的人物画像搜索
具备适用于实体 AI 数据集的强大多模态数据基础设施,不过相较于 Roboflow,对简单的终端使用者模型部署着墨较少。

免费 / 开源Scalebrowser is a desktop browser platform built specifically for AI agents. It gives each agent its own isolated browser profile with a persistent identity, so automations can stay signed in between runs instead of starting from a blank session every time. Agents connect over MCP, Python and Node SDKs, a REST API or direct CDP, and every tool call is captured as a step with a result and a screenshot.
免费 / 开源Scalebrowser is a desktop browser platform built specifically for AI agents. It gives each agent its own isolated browser profile with a persistent identity, so automations can stay signed in between runs instead of starting from a blank session every time. Agents connect over MCP, Python and Node SDKs, a REST API or direct CDP, and every tool call is captured as a step with a result and a screenshot.