Pay only for RAM used, not entire GPUs. GB-hour billing means no waste.
No waiting for provisioning. Submit tasks and get RAM allocated in seconds.
Scale from 4GB to 256GB+ as needed. No long-term commitments required.
Memory-bound experiments, model fine-tuning
Large dataset transformations, batch processing
Student projects, research labs, academic work
Cost-effective scaling, MVP development
| Service | Minimum Cost | Minimum Time | Granularity | Setup Time |
|---|---|---|---|---|
| Membook | $0.04/hour (4GB) | 1 minute | GB-hour | Instant |
| Cloud GPU (AWS/GCP) | $0.50/hour | 1 hour | Full GPU | 5-10 minutes |
| Dedicated GPU Server | $100+/month | 1 month | Full server | Hours/days |
Based on 4GB RAM usage for AI inference tasks