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AptAI vs Hinode

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AptAI compared with Hinode
DetailAptAI logo AptAIHinode logo Hinode
What it doesUniversal serverless adapter serving for LLMs Cloud GPU rental with persistent workspace for AI work
StageNot given Startup
FoundedNot given 2026
Based inNot given US
Pricing modelPaid Paid
PricingNot given 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
Key features
  • Adapter registry with 191+ production-ready fine-tunes for discovery
  • In-browser A/B testing playground to compare adapters against base models
  • One-click deployment to serverless API endpoints with OpenAI-compatible format
  • Multi-adapter serving on single base model with zero cold starts
  • Automated fine-tuning with Unsloth-optimized kernels
  • Creator monetization with per-token revenue sharing
  • IP protection with managed endpoints and no public weight downloads
  • Framework integration as OpenAI-compatible proxy
  • 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
What makes it different
  • 2x-5x faster fine-tuning using Unsloth-optimized kernels compared to traditional methods
  • Creators earn 70% revenue share on every token served through their adapters
  • 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
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check9 +1 (up) since last check
Trust Flow (Majestic)31
Citation Flow (Majestic)1323
Referring domains (Majestic)1058

4 details filled in for both companies.

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