Cloud GPU rental with persistent workspace for AI work
Everything has an algorithm
Stage
Startup
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Founded
2026
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Based in
US
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Pricing model
Paid
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Pricing
Workspace: $0.24/hr. Machines: L4 (24 GB) from $1.40/hr, L40S (48 GB) from $2.64/hr, RTX PRO 6000 (96 GB) from $4.74/hr. System RAM options from 32 GB to 256 GB. Storage: $0.15 per GB-month written, shared folder $0.10 per GB-month, traffic out $0.10 per GB. New accounts get $10 credit to try after
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Key features
Persistent workspace that pauses when idle, preserving files and apps
Snapshots to save and restore workspace setup
Shared folder accessible to all machines
One-click app installation including ComfyUI, PyTorch, Ollama, vLLM, JupyterLab, VS Code
Batch job support with automatic machine pause after completion
Multiple access methods: SSH, VS Code, native apps, AI assistants
Automatic pause after 15 minutes of inactivity, stopping GPU charges
Pay-by-minute billing with no monthly plan requirements
Claude MCP connector for AI assistant integration
Constant-state attention: models serve any context length from the same memory per request
HCGM: models run from disk storage instead of memory
M-Rail: context processed by a model can be reused instantly in future requests
CPUDA/sGPU: run unmodified CUDA programs on CPUs with bit-identical results
Organ grafting: transfer capabilities between models without training
Personal instruction set (ISA) compiled on device from phone signals
Population ISA: compile laws from many people without personal records
Digital twins of customers, fleets, cities or markets
Results identical across all machines and architectures
Computation cost follows novelty not data size
What makes it different
Unlike rented GPU pods that delete everything when stopped, Hinode keeps your workspace with all files, apps and models intact
Machines start with your apps and setup already installed via snapshots, no upload needed
Automatic pause after 15 minutes of inactivity eliminates wasted spend on idle GPUs
Shared folder lets all machines access models and datasets without copying
Pay by the minute from $10 prepaid credit with $10 trial for new users
Constant memory cost regardless of context length or data size
Exact reuse: every computed result is kept and reused instantly
Portable execution with bit-identical results across all hardware
Models run from storage without retraining or fitting in memory
Privacy-preserving: raw data never leaves the device
Hinode
Wirkung