Tools

Utilities for AI model planning

Use calculators and hardware guides to estimate cost, context, and real deployment fit before you commit to a model stack.

Deployment estimator

Estimate VRAM, RAM, KV cache, runtime overhead, and likely fit for real hardware profiles.

Token cost calculator

Estimated total: $0.1100

Context and chunking helper

Estimated chunks

149

Max chunks per prompt

85

Feedback and requests

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