ClearML records 20,123 monthly visits with -60.9% month-over-month growth and Contact for Pricing pricing. Cursor records 4,790,129 monthly visits with +6.5% growth and Freemium pricing.
Open AI infrastructure platform for managing GPU clusters and shipping models to production
The AI coding agent that turns ideas into shipped software
| Dimension / Metric | | |
|---|---|---|
| Official Domain | clear.ml | cursor.sh |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 20.12K (20,123) | 4.79M (4,790,129) |
| MoM Traffic Delta | -31.39K (-60.9%) | +291.91K (+6.5%) |
| Primary Market & Share | 🇩🇪 Germany (27.4%) | 🇺🇸 United States (22.8%) |
| Direct Visits / mo | 6.67K | 410.78K |
| User Rating | 4.3 | 4.8 |
| 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 that turns ideas into shipped software
Hand off a task in plain language and agents plan it, edit across multiple files, run commands, and report back what changed.
Launch several agents at once in hosted environments so long-running work continues in the background while you focus elsewhere.
Choose between models from multiple leading providers per task, balancing reasoning depth, speed, and cost as needed.
Cursor runs as a desktop IDE, in the terminal via CLI, and inside Slack and GitHub so agents review pull requests in existing workflows.
SpecialistOpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.
SpecialistOpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.
SpecialistProvides superior reasoning and code generation via chat and artifacts, but lacks native inline code editing inside your codebase.
SpecialistProvides superior reasoning and code generation via chat and artifacts, but lacks native inline code editing inside your codebase.
Offers powerful parallel agentic workflows and a dedicated desktop environment, but has a steeper setup curve than Cursor.
Offers powerful parallel agentic workflows and a dedicated desktop environment, but has a steeper setup curve than Cursor.
SpecialistAllows rapid cloud-based full-stack app deployment from natural language, but lacks a local filesystem IDE experience.
SpecialistAllows rapid cloud-based full-stack app deployment from natural language, but lacks a local filesystem IDE experience.
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-sourceProvides total customization and standard extension support, but requires manual setup of AI extensions to match Cursor's integration.
Free / Open-sourceProvides total customization and standard extension support, but requires manual setup of AI extensions to match Cursor's integration.
Delivers deep codebase indexing and multi-file task execution via IDE plugins, but lacks a fully custom standalone editor.
Delivers deep codebase indexing and multi-file task execution via IDE plugins, but lacks a fully custom standalone editor.
Provides spec-driven AI development workflows from AWS, but focuses more on structured engineering specifications than freeform editing.
Provides spec-driven AI development workflows from AWS, but focuses more on structured engineering specifications than freeform editing.
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
SpecialistOperates as a fully autonomous AI software engineer for pull requests, but offers less interactive inline editing than Cursor.
SpecialistOperates as a fully autonomous AI software engineer for pull requests, but offers less interactive inline editing than Cursor.
Features a polished AI-native IDE interface and smart coding agent, but lacks Cursor's mature extension ecosystem.
Features a polished AI-native IDE interface and smart coding agent, but lacks Cursor's mature extension ecosystem.
AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models
