Deploy LLMs On-Premise with Confidence
Size hardware fleets, compare TCO against cloud APIs, and plan compliant on-premise LLM deployments — from free reports to executive-grade analysis.
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GPUs & Models Supported
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NVIDIA · AMD · Intel
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TCO Projection Horizon
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Cloud APIs Compared
Why On-Premise?
Complete Data Sovereignty
Your data never leaves your infrastructure. Full compliance with GDPR, HIPAA, SOC 2, and industry-specific regulations.
Predictable Costs
Eliminate per-token API fees. One-time hardware investment with fixed, forecastable operating costs.
Full Customization
Fine-tune models on proprietary data. Choose your inference engine, context length, and deployment topology.
Fleet-Level Sizing
Go beyond single-GPU recommendations. Plan multi-node deployments with redundancy, peak handling, and growth.
No Vendor Lock-In
Run open-weight models on commodity hardware. Switch models, GPUs, or providers without migration costs.
Dedicated Support
Custom deployment plans, hardware BOM generation, TCO analysis, and ongoing optimization guidance.
Enterprise Tools
Free for individual use. Team features coming soon.
Fleet Sizing Calculator
Select a model and your concurrency requirements. Get a complete hardware bill of materials with GPU count, power draw, and estimated costs across budget, recommended, and premium tiers.
Report Tiers
Free reports give you the essentials. Contact us for extended analysis and compliance documentation.
Free
- ✓ Best-value GPU recommendation
- ✓ Architecture overview (TP, replicas, nodes)
- ✓ Performance metrics (tok/s, concurrent users)
- ✓ On-prem vs. cloud break-even verdict
- ✓ Unlimited analyses
Plus
- ✓ All GPU configurations compared
- ✓ Full cost breakdown per GPU
- ✓ First-year TCO analysis
- ✓ Month-by-month cumulative timeline
- ✓ Detailed savings breakdown per provider
- ✓ Exportable data for procurement
Ultra
- ✓ Everything in Plus
- ✓ GDPR infrastructure compliance assessment
- ✓ Multi-model fleet optimization
- ✓ 12-month scaling roadmap
- ✓ Executive-ready PDF report
- ✓ Carbon footprint & sensitivity analysis