Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
Bitbucket records 13,080,878 monthly visits with -1.2% month-over-month growth and Freemium pricing. UbiOps records 15,928 monthly visits with +2.6% growth and Contact for Pricing pricing.

Run, orchestrate and scale AI workloads on any infrastructure
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | bitbucket.org | ubiops.com |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 13.08M (13,080,878) | 15.93K (15,928) |
| MoM Traffic Delta | -153.21K (-1.2%) | +397 (+2.6%) |
| Primary Market & Share | 🇺🇸 United States (21.7%) | 🇳🇱 Netherlands (83.9%) |
| Direct Visits / mo | 10.28M | 12.55K |
| User Rating | 4.3 | 4.2 |
| Supported Platforms | Website | Website |

Git hosting and CI/CD for teams that live in Jira
Host unlimited private or public repositories with branch permissions, merge checks and inline code review.
Run CI/CD in the cloud or on private runners with pipeline configuration, deployment environments and centralized visibility.
Link commits, branches and pull requests to Jira issues to trace every change from requirement to production.
Atlassian's AI agents assist with code review, pipeline triage, onboarding to a codebase and converting Jira items into code.

Run, orchestrate and scale AI workloads on any infrastructure
Deploy and manage models from one interface whether they run locally, in a hybrid cloud, or spread across several cloud providers.
Turn models into production API endpoints with versioning, scaling algorithms, and monitoring built in, so teams avoid managing Kubernetes and cloud infrastructure themselves.
Instantly scale AI and machine learning workloads onto GPU capacity as demand changes, keeping compute costs under control.
API management, version control, access management, resource prioritization, auditing, and monitoring come as standard, helping prevent shadow IT.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

Free / Open-sourceCloud ComfyUI platform to run workflows and build AI apps
Free / Open-sourceCloud ComfyUI platform to run workflows and build AI apps
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos

Free / Open-sourceSelf-hosted AI workspace for local and cloud models
Free / Open-sourceSelf-hosted AI workspace for local and cloud models

The environments frontier AI trains on, and the agents that do the recurring work
The environments frontier AI trains on, and the agents that do the recurring work

Hands-on lab infrastructure for AI, cloud, and data education

Free / Open-sourceTrack, evaluate, and ship AI models and agents in one connected environment.
Free / Open-sourceTrack, evaluate, and ship AI models and agents in one connected environment.
Fast Apply and agent-tuned inference for coding agents
Fast Apply and agent-tuned inference for coding agents

SpecialistAI DevOps engineer that deploys and scales your apps
SpecialistAI DevOps engineer that deploys and scales your apps

Self-hosted cloud development environments and AI coding agents for enterprise teams

Free / Open-sourceOpen-source workspace to build, deploy and govern AI agents

Agent-native cloud infrastructure that lets coding agents run the whole backend stack