XManager 2.0 for your AI Lab

Accelerate your research by focusing on innovation, not infrastructure.

Run

Run experiments and monitor GPU resources

Evals

Evaluate and compare model performance

Reports

Generate reports for your cluster

Sandboxes

Secure compute environments for AI agents

Founders & Executives

Accelerate your research

We help AI labs overcome common obstacles that slow down innovation. Our platform eliminates infrastructure complexity, letting researchers focus on models instead of infrastructure.

Founded by AI practitioners who experienced these pain points firsthand. Clusterfudge provides the tools modern labs need to streamline operations and maximize GPU utilization.

Researchers

Quality of life improvements

Focus on research. With Clusterfudge there is a single place to view everything, from company wide training runs and GPU availability, to logs, metrics and job status.

Stop training jobs, or re-launch with new parameters from a mobile friendly web dashboard. No SSH needed. Code sync and launch from Clusterfudges VS Code (Cursor) extension.

Platform engineers

Manage, monitor and debug GPUs, nodes, Slurm etc

Get comprehensive visibility and control over your AI infrastructure. Monitor GPU usage, diagnose hardware issues, and manage Slurm clusters through a unified dashboard designed for platform engineers. Track utilization metrics and generate detailed reports to justify infrastructure investments.

Image of Marvin Purtorab — Marvin Purtorab
CEO at Convergence

Everything in one place

Monitor, analyze, and control your AI experiments

Get complete visibility into your experiments and infrastructure. Take action from anywhere, on any device.

Remove infrastructure pain

Simplify your infrastructure, remove operational complexity, and focus on research.

Maximize ROI with insights

Generate reports to optimize GPU utilization, and drive strategic decision-making.

Open-source

Clusterfudge sits ontop of your existing open-source software (zero lock-in risk).

Monitor multiple clusters

Multiple clusters in a single dashboard, on-prem or in-cloud, launch workloads via a single interface.

Track research progress

View your clusters and workloads statuses on the go with a web dashboard. Debug workloads with logs and exit codes.

Sync and run local code in-cluster

Sync local code and run it in-cluster all via the Clusterfudge VS Code extension. No shared drives or in-cluster github deploy keys needed.

Get started with Clusterfudge

Join leading AI labs using Clusterfudge to accelerate their research.

30 day free trial →

Challenges we solve

We help AI labs overcome common obstacles that slow down innovation

Eliminate resource bottlenecks

Stop waiting for GPU access. Our intelligent resource allocation ensures your team always has the compute they need, when they need it.

Reduce infrastructure complexity

Free your researchers from DevOps tasks. We handle the complex infrastructure so your team can focus on breakthrough research.

Accelerate experiment cycles

Launch experiments faster with one-click deployment. Monitor progress from anywhere and iterate quickly on your research.

Maximize research ROI

Get more value from your AI investments. Our reporting tools help you identify optimization opportunities and justify future investments.

Enhance collaboration

Break down silos between research teams. Share results, compare models, and build on each other's work with our collaborative tools.

Scale with confidence

From startup to enterprise, our platform grows with you. Seamlessly scale your research operations without rebuilding your infrastructure.

Secure agent development

Build and test AI agents in secure, isolated environments. Our sandboxes provide the safety and scalability you need for responsible agent development.

Data-driven model improvement

Researchers are busy doing what they do best, and they want us to do what we do best. Their lives are crowded; they have other things to do than think about how to integrate their computers and devices.

Resource optimization

Stop guessing about resource allocation. Our reporting tools provide clear insights into usage patterns, helping you optimize costs and improve efficiency.