AxonOS gives researchers and AI builders a full GPU-native Linux desktop with direct GPU passthrough, preloaded scientific tools, persistent storage, and crypto-native access — without managing cloud images or thin notebook-only environments.
GPU clouds were built for servers.
Researchers need workstations.
Renting a cloud GPU usually hands you a headless virtual server. Setting it up takes hours, and you end up stuck inside a restrictive command shell or a thin notebook browser.
SSH-Only is Limiting
You get a raw terminal, but scientific workflows require running browsers, viewing interactive file directories, running local IDEs, and launching graphical plotting interfaces.
Notebook-Only Workflows are Incomplete
Jupyter notebooks are great for coding snippets but fall short when you need terminal scripts, file managers, local IDEs, and direct web access.
Cloud Setup Wastes Critical Time
Instead of conducting research, you spend valuable hours configuration-testing, aligning CUDA driver dependencies, and troubleshooting desktop streaming wrappers.
Virtualization (vGPU) Overhead Adds Uncertainty
Hypervisor and VM layers slice physical resources, creating hardware performance penalties and driver issues.
Not a remote shell. A real workstation.
AxonOS streams a full graphical Linux desktop environment with direct hardware drivers to your tab, optimized for AI developers, genomic scientists, and researchers.
A Streamed Workstation
A robust XFCE Linux desktop streamed straight to your browser. Includes clipboard synchronization, audio, and complete keyboard/mouse control. Skip terminal limitations and run visual applications.
Raw Hardware Performance
No shared virtualization or hypervisor bottlenecks. The cluster scheduler hands your container session dedicated physical GPUs, providing uncompromised CUDA driver access.
Research-Ready Out of the Box
Everything is installed and ready to go. Run JupyterLab, RStudio, GROMACS, and UGENE right away. Backed by persistent workspace storage so you can easily pause and resume.
Built for scientific workflows.
AxonOS eliminates setup friction for complex computational environments across high-performance computing domains.
AI/ML Training & Inference
Launch instant workspaces loaded with PyTorch, CUDA, and Ollama. Benchmark models, run local fine-tuning, and visualize weights in real time without driver friction.
Bioinformatics & Genomics
Analyze genomic datasets with UGENE and Nextflow. Visual tools run natively in your browser with multi-core CPUs and raw GPU-powered processing.
Molecular Dynamics
Run complex simulations in GROMACS with native CUDA performance. Inspect output trajectories instantly via visualizers like NGL Viewer on the desktop.
Quantum Computing
Develop and test quantum simulation algorithms with tools like Quantum ESPRESSO and GNU Octave, pre-installed and optimized for dedicated GPU compute.
Data Science & Viz
Clean, explore, and map data using JupyterLab, RStudio, and QGIS. Generate interactive plots and geographical visualizers directly inside your session.
Agentic GPU Workloads
Provision headless workspaces programmatically using x402-fetch. Agents can buy time, spin up environments, and run script pipelines via secure SSH.
From wallet to workload.
Choose Your Desktop Template
Select a workspace profile: PyTorch, GROMACS, UGENE, or a clean Ubuntu base depending on your project needs.
Connect Your Wallet
Verify ownership with a secure signature (EIP-191). Standard browser wallet connections (EIP-6963) allow passwordless, secure logins.
Pay with ETH, USDC, or AXGT
Fund your account on-chain. AxonOS monitors active compute heartbeats and bills you only for the exact active session minutes you use.
Launch and Compute
Your dedicated desktop opens directly in a browser tab. If credits run out, your session is paused and saved, waiting for your next top-up.
Advanced Capabilities
AxonOS supports direct SSH connectivity when you want to run tasks from your local shell. Autonomous agents can also provision GPU time programmatically using the x402 payment standard (EIP-3009). Holding AXGT grants up to 25% automatic discount on GPU minutes, applied on-chain at payment time.
Configure your workspace.
See what the app.axonos.io launcher looks like. Select a preloaded template and pick your GPU profile to preview your environment.
AxonOS vs typical environments.
Pay for desktop time as you use it.
No subscriptions or long-term contracts. Top up compute credits using ETH, USDC, or AXGT. Deposit AXGT directly to receive a flat +25% compute time bonus, or save up to 25% on ETH/USDC by holding AXGT.
ETH & USDC Checkout
Settle payments on Ethereum mainnet or Base. Deposits are verified on-chain. Holding AXGT in your wallet grants automatic discount tiers of 5% to 25% off the base price.
Direct AXGT (+25% Time Bonus)
Pay directly in the AXGT utility token. AXGT payments are credited at live USD market value with a flat +25% compute time bonus added directly to your session (no holding tier required).
Agent Billing (x402)
Programmatic settlement standard. Autonomous agents can securely buy compute minutes using EIP-3009 signed authorizations.
Hold AXGT, save on compute.
On-chain AXGT balance checks determine your discount tier automatically. The tier discount is verified server-side at funding, reducing your GPU session rates.
Pay in AXGT, get a +25% compute time bonus.
Deposit the AXGT utility token directly to fund your compute minutes. Payments are valued at live USD market price using a server-side CoinGecko price oracle, and you receive an automatic flat +25% compute time bonus added directly to your prepaid compute ledger.
AxonOS supports agent-native compute.
Compute doesn't have to be provisioned manually. AxonOS provides payment gateways and access configurations that allow autonomous scripts to buy time and connect directly.
Prepaid Agent Funding
Hit gated endpoints programmatically. Agents verify their payment via signed authorizations (EIP-3009), enabling automatic workspace provisioning using standard SDKs.
Headless Agent Access
Provide your public SSH keys during script launch. Spin up headless instances and run bulk computational scripts, pipelines, or local AI inference jobs directly via secure SSH keys.
Frequently Asked Questions.
Stop renting overhead.
Start computing.
Start a GPU-native Linux desktop in your browser. Get raw hardware passthrough, persistent storage, and preloaded scientific toolkits in minutes.