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。
Aquin 每月有 0 次造訪,月增率 0%,定價模式為需聯絡報價。Mercor 每月有 14,164,192 次造訪,成長率 +34%,定價模式為需聯絡報價。
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.
| 面向/指標 | ![]() | |
|---|---|---|
| 官方網域 | aquin.app | mercor.com |
| 定價模式 | 需聯絡報價 | 需聯絡報價 |
| 每月造訪次數 | 0 (0) | 1416.42萬 (14,164,192) |
| 月流量變化量 | 0 (0%) | +359.43萬 (+34%) |
| 主要市場與市佔 | 🌐 全球 (—) | 🇺🇸 美國 (30.7%) |
| 每月直接造訪 | 0 | 751.82萬 |
| 使用者評分 | 4.1 | 4.4 |
| 支援平台 | 網站 | 網站 |
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.

連結專業人才與前沿 AI 工作的智慧人才平台
依技能、經驗與可用時間運作的機器學習模型,能在數小時而非數週內將候選人與遠端職位匹配。
AI 驅動的面試與測評在專家被推薦給招聘方之前驗證其專業能力。
專家參與彈性的遠端專案,據報導平均時薪約 90 美元,並獲得快速、持續的付款。
Mercor 與企業合作設計法律、會計、軟體工程等 AI 代理評估基準。
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。

專項更強Offers robust general HR and recruiting tools with native AI agents, but lacks Mercor's specialized expert network.
專項更強Supplies enterprise AI training data and expert model evaluations, operating on the infrastructure side of AI labs.
透過 Arc 經過審核的遠端人才市集,利用 AI 候選人配對來尋找軟體專業人員。
以公開網路資料為基礎、每條資訊皆可溯源的對象人物側寫

免費 / 開源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.
免費 / 開源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.