ClearML records 20,123 monthly visits with -60.9% month-over-month growth and Contact for Pricing pricing. Tokenomy.ai records 5,320 monthly visits with +21.6% growth and Freemium pricing.
Open AI infrastructure platform for managing GPU clusters and shipping models to production
Meter, budget and route every LLM call so AI spend is controlled before it happens
| Dimension / Metric | | |
|---|---|---|
| Official Domain | clear.ml | tokenomy.ai |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 20.12K (20,123) | 5.32K (5,320) |
| MoM Traffic Delta | -31.39K (-60.9%) | +944 (+21.6%) |
| Primary Market & Share | 🇩🇪 Germany (27.4%) | 🇺🇸 United States (63.6%) |
| Direct Visits / mo | 6.67K | 2.08K |
| User Rating | 4.3 | 4.4 |
| 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.
Meter, budget and route every LLM call so AI spend is controlled before it happens
Routes and records every LLM and agent call across OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama, attributing cost down to individual steps, tools and workspaces.
Hard and soft caps evaluated in the request path, with HTTP 402 quota enforcement and Slack alerts so limits trigger before the money leaves your account.
Sends each request to the cheapest model that still satisfies your quality and latency thresholds, and fails over automatically when a provider slows down or errors.
Gross margin per customer and feature, forecasts with confidence bands, commitment burn-down for cloud and vendor contracts, plus auditable chargeback exports and invoice runs.
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
AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, 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-sourceCut AI agent token costs with recoverable context compression and smart model routing
Free / Open-sourceCut AI agent token costs with recoverable context compression and smart model routing
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
Autonomous cloud cost optimization that pays for itself
Autonomous cloud cost optimization that pays for itself
SpecialistThe collaboration layer for AI engineering teams
SpecialistThe collaboration layer for AI engineering teams
Free / Open-sourceOpen-source AI gateway and developer portal for APIs and LLMs
