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
ClearML records 20,123 monthly visits with -60.9% month-over-month growth and Contact for Pricing pricing. Crossing Minds records 16 monthly visits with -99.4% growth and Contact for Pricing pricing.

AI Ops platform for enterprise personalization and semantic search
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | clear.ml | crossingminds.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 20.12K (20,123) | 16 (16) |
| MoM Traffic Delta | -31.39K (-60.9%) | -2.48K (-99.4%) |
| Primary Market & Share | 🇩🇪 Germany (27.4%) | 🇺🇸 United States (100%) |
| Direct Visits / mo | 6.67K | 6 |
| User Rating | 4.3 | 4.3 |
| Supported Platforms | Website | Website |

Open AI infrastructure platform for managing GPU clusters and shipping models to production
Connect and govern GPU clusters across on-prem, cloud, and hybrid setups with multi-tenancy, RBAC, quota management, fractional GPUs, and priority-based scheduling.
A builder workbench with an integrated development environment plus experiment tracking, data integration, dashboards, pipelines, model repository, and CI/CD integration.
Deploy LLMs onto existing clusters with handled networking, authentication, and security, so teams can launch secure model APIs with minimal manual configuration.
Granular cost tracking by compute hours, storage, and API calls lets IT teams allocate spend back to the projects and departments that consume it.

AI Ops platform for enterprise personalization and semantic search
Model user behaviour and item relationships to rank what each visitor sees next across home pages, catalogues and content feeds.
Understand intent behind a query rather than matching keywords, so users find relevant items even when their wording differs from your metadata.
Represent users, items and content in a shared vector graph that supports cold-start items and cross-surface consistency.
Feed the retrieval layer into conversational assistants so AI answers cite real inventory, articles or support content.
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-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos

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
Free / Open-sourceAI search and retrieval platform for modern apps and commerce
Free / Open-sourceAI search and retrieval platform for modern apps and commerce

Multiplayer AI where people and agents work side by side
Multiplayer AI where people and agents work side by side

AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models

Track, evaluate, and ship AI models and agents in one connected environment.
Track, evaluate, and ship AI models and agents in one connected environment.

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics

Free / Open-sourceLabel any data. Evaluate any AI.

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production