What is Hinode?
Hinode is a cloud GPU workstation, an AI developer tool that gives you a persistent GPU desktop in the cloud accessed from a browser without managing your own infrastructure. It runs a real Linux desktop on a dedicated or fractional GPU so you can do AI/ML training, image generation with tools like ComfyUI, and other GPU-intensive work without re-provisioning an environment every session. State persists across sessions: processes and files stay where you left them, and you can reconnect from a laptop, phone, or TV via WebTransport streaming. The workstation auto-pauses when idle so you are not billed during downtime, and wakes back up in roughly 15 to 30 seconds. Hinode is aimed at developers and researchers who want a cloud GPU desktop that is always ready rather than a stack of cloud-infrastructure consoles to configure. Tiers range from a Standard plan on a fractional AWS L4 GPU to a Pro plan with a full L4, billed hourly with metered usage. It is an early-stage service onboarding users through a waitlist, so capabilities and tiers are still evolving.
What is Hinode used for?
Running GPU-intensive AI/ML and image-generation workloads on a persistent cloud GPU desktop for developers and researchers
How much does Hinode cost?
Standard
fractional AWS L4 GPU, hourly metered billing with auto-pause
Pros and cons
Pros
- Persistent state — files and running processes survive between sessions, no re-provisioning
- Auto-pause when idle so you are not billed during downtime
- Fast wake times of roughly 15 to 30 seconds
- Browser-based access via WebTransport streaming from laptop, phone, or TV
- Dedicated full L4 GPU on Pro; fractional L4 on the Standard tier
Cons
- Early-stage service with waitlist onboarding; tiers and features still changing
- GPU options center on AWS L4-class hardware, not top-end training cards
- Hourly metered billing can be unpredictable for always-on workloads
- Public pricing is limited to tier descriptions and an early-adopter discount
Questions about Hinode
What is Hinode used for?
Hinode is used to run GPU-intensive work — AI/ML training, image generation with tools like ComfyUI, and similar tasks — on a persistent cloud GPU desktop you reach from a browser, without managing your own cloud infrastructure.
Does Hinode charge while my workstation is idle?
No. Hinode auto-pauses the workstation when it is idle so you are not billed during downtime, and it wakes back up in roughly 15 to 30 seconds when you reconnect.
What GPUs does Hinode offer?
The Standard tier provides fractional access to an AWS L4 GPU and the Pro tier provides a full L4 GPU. Billing is hourly and metered.
Can I keep my files and running processes between sessions on Hinode?
Yes. Hinode keeps persistent state, so files and running processes remain active when you disconnect and are there when you reconnect from any device.
What are the best alternatives to Hinode?
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