무료 / 오픈소스오픈 AI 모델을 로컬과 클라우드에서 실행하고 구축하세요

UltiHash is high-throughput, S3-compatible object storage engineered for AI workloads. It accelerates inference, training and RAG pipelines, cuts storage costs with binary-level deduplication, and deploys either as a managed serverless service or self-hosted on Kubernetes.
| 항목 / 지표 | ![]() | ![]() |
|---|---|---|
| 공식 도메인 | basic.ai | ultihash.io |
| 가격 모델 | Freemium, Enterprise Quote | 무료+유료, 유료, 가격 문의 |
| 월간 방문 수 | 2.17만 (21,670) | 4.91천 (4,910) |
| 전월 대비 트래픽 변화량 | -3.27천 (-13.1%) | +1.77천 (+56.4%) |
| 주요 시장 및 점유율 | 🇺🇸 미국 (21.7%) | 🇺🇸 미국 (82.2%) |
| 월 직접 방문 수 | 8.71천 | 1.95천 |
| 사용자 평점 | 4.2 | 4.4 |
| 지원 플랫폼 | 웹사이트 | 웹사이트 |

AI 학습 데이터를 위한 주석 플랫폼과 관리형 라벨링 서비스
바운딩 박스, 폴리곤, 키포인트, 시맨틱 세그멘테이션, 3D 포인트 클라우드 큐보이드, 텍스트/NLP 태깅, RLHF 데이터셋 생성을 하나의 플랫폼에서 제공합니다.
이미지, 포인트 클라우드, 오디오 전반의 자동 라벨링 지원으로 정확도를 유지하면서 수작업을 줄입니다.
프로젝트 관리가 팀 구조에 맞춰 적응하며 사용자 정의 워크플로, 진행 추적, 상세 성과 보고를 제공합니다.
실시간 피드백과 사용자 정의 배치 QA 규칙으로 문제를 조기에 발견하고 표적화된 사람 검수를 가능하게 합니다.

UltiHash is high-throughput, S3-compatible object storage engineered for AI workloads. It accelerates inference, training and RAG pipelines, cuts storage costs with binary-level deduplication, and deploys either as a managed serverless service or self-hosted on Kubernetes.
Optimized throughput keeps GPUs and TPUs fed during training and inference so compute is not wasted on I/O bottlenecks.
Binary-level deduplication detects duplicate byte strings and versions, lowering the total cost of ownership for large datasets.
Drop into existing pipelines without changing your stack, working with Parquet, Iceberg and standard S3 tools.
Choose a managed serverless service hosted in EU Tier 1 datacenters, or deploy the Kubernetes-native Self-Hosted edition anywhere.
무료 / 오픈소스오픈 AI 모델을 로컬과 클라우드에서 실행하고 구축하세요
무료 / 오픈소스ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
무료 / 오픈소스ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.

무료 / 오픈소스Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.
무료 / 오픈소스Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.

SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.

하나의 연결 환경에서 AI 모델과 에이전트를 추적·평가·배포하세요.
특화 강점내 GPU나 Mac이 실제로 돌릴 수 있는 로컬 AI 모델 확인

무료 / 오픈소스AI 에이전트와 분석을 위한 오픈소스 데이터 통합