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.

에디터가 매긴 5점 만점 평가이며, 사용자 평점의 평균이 아닙니다. 이 페이지의 관점들은 제품 정보를 바탕으로 AI가 정리한 것이며, 실제 사용자 후기가 아닙니다.
2026-11-11에 검증된 OpenAITools.app 텔레메트리에 따르면, Aquin(aquin.app)은(는) AI 브라우저에 색인된 AI 플랫폼으로 월 0회 방문을 기록 중이며, 전월 대비 트래픽 변화량은 +0(0%)입니다. 주요 지리적 시장은 글로벌(트래픽 점유율 —)이며, 가격 문의 가격 모델로 운영됩니다. 월간 트래픽 기준 주요 경쟁 대안으로는 Dia 브라우저 (월 125.42만회 방문), Labelbox (월 76.28만회 방문), DeepSeek (월 3.73억회 방문) 등이 있습니다.
확률 예측 정확도가 대단하네요.
문서가 조금 더 친절했으면 좋겠습니다.
실제 사이트 점검, 요금 구조, 동일 카테고리 기준을 바탕으로 AI가 재구성한 참고 관점이며 개별 실사용자의 후기가 아닙니다.
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.
An agent for controlling developer environments and running coding or research loops with recorded lessons and rejected paths.
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.
Point Aleph at your tables and media assets to produce labelled, scored outputs that a production system can consume.
Use confidence scores to route only the genuinely uncertain cases to a human reviewer, keeping review time focused.
Apply attention-circuit and weight-mechanism findings, and the interpreter tooling, to understand what a model is relying on.
Use the aq developer environment and axi agent to iterate on models and measure changes with structured lessons and rejected paths.
동일한 주요 카테고리에 속한 경쟁 AI 도구의 나란히 보는 텔레메트리 비교
| 순위 | AI 도구 | 월간 방문 수 | 전월 대비 성장률 | 직접 유입 비중 | 가격 | 일대일 비교 |
|---|---|---|---|---|---|---|
| ● | Aquin | 0 | 0% | — | 가격 문의 | 현재 도구 |
| 1 | Dia 브라우저 | 125.42만 | +108.4% | 직접 유입 59% | 무료 | vs Dia 브라우저 |
| 2 | Labelbox | 76.28만 | -22.8% | 직접 유입 49% | 가격 문의 | vs Labelbox |
| 3 | DeepSeek | 3.73억 | +4.3% | 직접 유입 78% | 무료+유료 | vs DeepSeek |
| 4 | Deep Search | 35.9만 | -52.7% | 직접 유입 12% | 유료 | vs Deep Search |
| 5 | Adept | 1.23만 | -46.3% | 직접 유입 31% | 가격 문의 | vs Adept |
| 6 | Scalebrowser | 16.2만 | +212.7% | 직접 유입 40% | 무료 체험, 유료 | vs Scalebrowser |
무료 / 오픈소스DeepSeek-V4와 R1으로 구동되는, 극히 낮은 토큰 비용의 고효율 오픈웨이트·호스팅 추론 AI.
공개 웹 데이터로 만들고 출처를 확인할 수 있는 AI 인물 프로필

무료 / 오픈소스Scalebrowser 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.
무료 / 오픈소스Scalebrowser 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.

Headstarter builds applied AI products that put agents and engineers to work on real problems and judge them on what they ship. It spans offensive-security agent training, model interpretability tooling, AI-assisted coding, and agent-driven hiring for startups.
Headstarter builds applied AI products that put agents and engineers to work on real problems and judge them on what they ship. It spans offensive-security agent training, model interpretability tooling, AI-assisted coding, and agent-driven hiring for startups.

무료 / 오픈소스Comet is Perplexity's AI-powered browser. It puts an assistant inside the browsing experience so you can ask questions about what is on screen, summarize pages, draft emails, build small artifacts, and delegate multi-step tasks across the web.
무료 / 오픈소스Comet is Perplexity's AI-powered browser. It puts an assistant inside the browsing experience so you can ask questions about what is on screen, summarize pages, draft emails, build small artifacts, and delegate multi-step tasks across the web.

무료 / 오픈소스브라우저·파일·앱 작업을 대신하는 오픈소스 데스크톱 AI 워크포스