Tools
Interactive planners built on the same formulas and live data as our benchmarks.
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AI Infrastructure Advisor
Use case + constraints → ranked good-fit architectures with real models, providers and monthly costs. Managed vs self-host, optimized for cost, latency or quality.
Open the Advisor →🔩
VRAM & KV-cache Calculator
Estimate weights, KV cache and overhead for any open model, and whether it fits your GPU before you rent it.
Open the calculator →