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Granica
✓ verifiedPaid
Enterprise AI infrastructure and research firm offering data-lake optimization (Crunch), agent state (Myelin) and tabular models.
1.2K saves
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Vast ai
✓ verifiedPaid
GPU rental marketplace with per-second billing across thousands of GPUs, aimed at AI training, inference, and fine-tuning workloads.
1.4M visits/mo
Pricing
No public pricing
No public pricing
Core features
- ✦Crunch data-lake optimization (20-50% storage reduction)
- ✦Myelin stateful infrastructure for long-running agents
- ✦Large Tabular Models for enterprise data
- ✦Runs inside the customer's environment
- ✦Grounded in peer-reviewed research
- ✦On-demand GPU cloud with per-second billing
- ✦Interruptible instances at discounted rates for batch/fault-tolerant jobs
- ✦Reserved capacity with 1, 3, or 6-month terms for steady workloads
- ✦Serverless deployment with autoscale-to-zero for inference endpoints
- ✦Dedicated multi-node clusters with InfiniBand for large-scale training
- ✦Python SDK and CLI plus REST API for programmatic provisioning
- ✦Access to 68+ GPU types across 40+ data centers
- ✦Pre-configured templates for popular open-source models
Use cases
- →Cutting data storage and compute costs
- →Persisting state for long-running AI agents
- →Applying generative AI to tabular data
- →Running enterprise AI within a private perimeter
- →ML engineers training or fine-tuning models on rented GPUs
- →Startups running inference at scale without owning hardware
- →Developers needing quick, low-cost access to specific GPU types
- →Teams building AI agents that autonomously provision compute
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