Tools
Directional calculators for AI compute decisions.
These tools keep the math visible and estimate-labeled. Replace defaults with current provider pricing, quotes, logs, and bills before making a buying decision.
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AI inference cost
Start here when API spend, managed serving, or self-hosted GPU cost is becoming a real product margin question.
Estimator landing pageAI Cost CalculatorStart broad, then route to API, managed inference, GPU, batch, realtime, and hybrid serving cost estimates.
Interactive calculatorAI Inference Cost CalculatorCompare API, managed inference, and self-hosted GPU cost by request volume, tokens, idle capacity, utilization, and ops overhead.
Supporting pages
Read the framework after the estimate
The calculator is most useful when paired with plain-English definitions and decision pages.
FrameworkAI Inference Cost ModelNormalize serving options by effective cost per successful request.
Decision pageAPI vs Self-Hosted InferencePrice control, utilization, idle capacity, and operations.
Decision pageManaged Inference vs GPU CloudCompare platform premium against support, autoscaling, batching, and control.