Provides powerful parallel AI coding agents via a desktop command center, but is less integrated into a traditional editor.

ClearML records 20,123 monthly visits with -60.9% month-over-month growth and Contact for Pricing pricing. Cursor records 23,297,751 monthly visits with +8.4% growth and Freemium pricing.

Open AI infrastructure platform for managing GPU clusters and shipping models to production
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | clear.ml | cursor.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 20.12K (20,123) | 23.3M (23,297,751) |
| MoM Traffic Delta |
| -31.39K (-60.9%) |
| +1.8M (+8.4%) |
| Primary Market & Share | 🇩🇪 Germany (27.4%) | 🇺🇸 United States (24.1%) |
|---|
| Direct Visits / mo | 6.67K | 14.68M |
|---|
| User Rating | 4.3 | 4.7 |
|---|
| 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.

The AI coding agent for building ambitious software
An agentic mode that plans changes, edits several files at once, runs tests, and iterates until the task is complete.
Background agents spin up their own environments to build, test, and demo features in parallel, then hand back results for review.
Fast inline suggestions plus codebase-wide semantic search and indexing so answers reflect your actual repository.
Switch between leading frontier models from multiple providers, or let Cursor select a model automatically for each task.
Provides powerful parallel AI coding agents via a desktop command center, but is less integrated into a traditional editor.


SpecialistEnables instant cloud-based full-stack app building from natural language, but is less suited for local offline repositories.
#2Free / Open-sourceRun and build with open AI models locally or in the cloud
#3
Free / Open-sourceOffers unmatched extension support and official Copilot integration, but lacks Cursor's out-of-the-box deep codebase indexing and agentic editing.

Features advanced multi-file planning and codebase reading, but lacks Cursor's smooth chat-to-edit inline workflows.
Focuses on spec-driven engineering and structured agent planning, but offers less fluid ad-hoc inline code generation than Cursor.
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
SpecialistOperates as a fully autonomous software engineer for complex tasks, but lacks the snappy interactive inline editing of Cursor.

Free / Open-sourceThe coding agent that learns your coding taste
Delivers a polished AI-native IDE experience with multi-file generation, but has a smaller ecosystem than Cursor.

SpecialistAI-powered terminal and agentic software factory for development teams

AI data infrastructure for building production-grade models
Provides powerful parallel AI coding agents via a desktop command center, but is less integrated into a traditional editor.
SpecialistEnables instant cloud-based full-stack app building from natural language, but is less suited for local offline repositories.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceOffers unmatched extension support and official Copilot integration, but lacks Cursor's out-of-the-box deep codebase indexing and agentic editing.
Features advanced multi-file planning and codebase reading, but lacks Cursor's smooth chat-to-edit inline workflows.
Focuses on spec-driven engineering and structured agent planning, but offers less fluid ad-hoc inline code generation than Cursor.
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
SpecialistOperates as a fully autonomous software engineer for complex tasks, but lacks the snappy interactive inline editing of Cursor.
Free / Open-sourceThe coding agent that learns your coding taste
Delivers a polished AI-native IDE experience with multi-file generation, but has a smaller ecosystem than Cursor.
SpecialistAI-powered terminal and agentic software factory for development teams
AI data infrastructure for building production-grade models