Free interactive decision tool · built with Base44

AI Infrastructure Planner Lite

Answer the practical infrastructure questions together: how much memory might your AI workload need, can it fit the hardware you already own, and should you start with local, VPS, GPU cloud or hybrid?

This is a planning estimate with documented assumptions, not a live GPU quote or an independent benchmark. Only variants from AIG's published measured runs appear as audited presets; other models can be entered manually. Measured performance applies only to the documented test conditions.

Open free Planner Lite →No signup · Free preview · Shareable scenarios

Four steps from workload to a practical starting plan

01

Discover

Choose your workload, model artifact, context target, usable memory, concurrency and privacy needs.

02

Size

Estimate planning memory with visible reserves. The tool identifies headroom, but does not claim measured runtime compatibility.

03

Decide

See a rule-based starting architecture and viable alternatives across local, VPS, GPU cloud and hybrid infrastructure.

04

Validate

See which information is missing before buying or deploying, then compare AIG's other calculators and measured benchmarks.

What the free preview includes

  • Editable model artifact size, usable memory, context and request concurrency
  • Calculated memory screen, headroom and fit thresholds
  • An explained architecture starting point and alternatives
  • Missing-evidence warnings, shareable scenario link and printable preview

What it does not promise

  • No guaranteed RAM/VRAM fit, model performance or provider availability
  • No fabricated live hosting prices or model benchmarks
  • No automatic paid report unlocking or software purchase
  • No claim that a rule-based architecture replaces deployment testing

Finish the decision with evidence

After using Planner Lite, compare the result with our specialised calculators and measured local-model data. The $19 Recommendation Kit offers editable documents for the full decision workflow; paid Planner software remains in development.

RAM/VRAM calculator →Hosting cost calculator →Measured local-model benchmarks →What is in the $19 Kit →
View the $19 Recommendation Kit →