
기능과 용도를 기준으로 고른 UbiOps 대안 도구 12개입니다.
| 1 | ClearML | clear.ml | 2.01만 | -3.14만 (-60.9%) | 가격 문의 | 독일 | 4.3 | 비교 |
| 2 | Ollama | ollama.com | 942.2만 | 38.97만 (+4.3%) | Free, Freemium, Paid | 중국 | 4.8 | 비교 |
| 3 | Weights & Biases(CoreWeave Forge) | wandb.ai | 31.56만 | -127.55만 (-80.2%) | 무료+유료, 가격 문의, 무료 | 미국 | 4.7 | 비교 |
| 4 | Open WebUI | openwebui.com | 80.45만 | -2.3만 (-2.8%) | 무료+유료 | 미국 | 4.4 | 비교 |
| 5 | Vocareum | vocareum.com | 53.16만 | 2.74만 (+5.4%) | 유료 | 미국 | 4.3 | 비교 |
| 6 | Labelbox | labelbox.com | 76.28만 | -22.52만 (-22.8%) | 가격 문의 | 미국 | 4.4 | 비교 |
| 7 | ModelScope | modelscope.cn | 308.54만 | 14.91만 (+5.1%) | 무료 | 중국 | 4.5 | 비교 |
| 8 | OnDemand | on-demand.io | 6.62천 | -31 (-0.5%) | 가격 문의 | 미국 | 4 | 비교 |
| 9 | Sim AI | sim.ai | 14.1만 | 2.41만 (+20.6%) | Freemium, Paid (per user/month), and Enterprise with custom pricing; self-hosting free under Apache 2.0 | 인도 | 4.6 | 비교 |
| 10 | Omnara | omnara.com | 1.46만 | 833 (+6.1%) | 무료+유료 | 미국 | 4.5 | 비교 |
| 11 | RunningHub | runninghub.ai | 310.56만 | -123.77만 (-28.5%) | 무료+유료 | 중국 | 4.4 | 비교 |
| 12 | Gooey.AI | gooey.ai | 5.65만 | -2.44만 (-30.2%) | 무료+유료, 유료, 가격 문의 | 미국 | 4.4 | 비교 |
무료 / 오픈소스오픈 AI 모델을 로컬과 클라우드에서 실행하고 구축하세요

무료 / 오픈소스하나의 연결 환경에서 AI 모델과 에이전트를 추적·평가·배포하세요.

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.
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.

OnDemand is a cloud platform — marketed as a decentralized agentic operating system — for building, orchestrating and deploying AI agents. It unifies model access, tools, workflows, memory and deployment so teams can go from prototype to production without stitching layers together.
OnDemand is a cloud platform — marketed as a decentralized agentic operating system — for building, orchestrating and deploying AI agents. It unifies model access, tools, workflows, memory and deployment so teams can go from prototype to production without stitching layers together.

무료 / 오픈소스Sim is the open-source AI workspace for building, deploying and governing AI agents. Create agents visually, in Chat or in code, ground them in a synced knowledge base, connect 270+ integrations, and control access, spend and deployment from one place — on Sim Cloud or self-hosted.
무료 / 오픈소스Sim is the open-source AI workspace for building, deploying and governing AI agents. Create agents visually, in Chat or in code, ground them in a synced knowledge base, connect 270+ integrations, and control access, spend and deployment from one place — on Sim Cloud or self-hosted.

무료 / 오픈소스어떤 모델, 어떤 머신, 어떤 클라우드에서도 AI 에이전트를 실행하는 오픈소스 플랫폼

무료 / 오픈소스RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
무료 / 오픈소스RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.

무료 / 오픈소스1000개 이상 언어를 지원하는 모델 독립적 로우코드 AI 에이전트·워크플로 플랫폼
무료 / 오픈소스1000개 이상 언어를 지원하는 모델 독립적 로우코드 AI 에이전트·워크플로 플랫폼