▸ ENTERPRISE

Self-host vs Cloud APIs.

DEPLOYMENT PLANNER · TCO · SLA

Partnerships — if you run GPU capacity and want to reach the people looking for it, get in touch.fitmyllm@gmail.com →

▸ WORKLOAD ANALYSISREAL NUMBERS · NO MARKETING

Select a model, enter your workload, and get exact GPU sizing, TCO, and break-even vs API costs.

▸ MODELS & WORKLOAD

Add a model

Concurrent users

Avg input tokens

Avg output tokens

Usage pattern

Context window (active)

Availability target

Electricity rate

DRIVES POWER, COOLING AND CO₂

KV Cache Precision

KV cache sizing

BUDGETING 960 tokens/REQUEST · 4.3× LESS THAN RESERVING 4K tokens · 512 in + half of 256 out, ×1.5 headroom

Select a model to see results

Add a model on the left to get VRAM breakdown, GPU recommendations, architecture builder, and cost analysis