Artificial Intelligence Calculators
LLM token pricing, API budget planning, image and video generation costs, training energy consumption, inference carbon footprint, data center efficiency, and latency versus batch size trade-offs: the practical costs of running AI systems, for teams budgeting real infrastructure spend.
Calculators & Tools
AI Latency vs Batch Size Calculator
The AI Latency vs Batch Size Calculator works out total request latency and system throughput from TTFT and inter-token latency (TPOT) at a given batch size. Its SLO mode interpolates between two benchmarked batch sizes to find the largest batch size that still keeps total latency within a target maximum, the practical ceiling for how aggressively a serving system can batch requests.
AI Video Generation Cost Calculator
The AI Video Generation Cost Calculator works out the raw cost of AI video clips at your provider's current per-second rate, scaled by duration and resolution tier. Its true cost mode accounts for both technical failure rate and creative acceptance rate, showing that the real cost per usable clip is often several times the quoted per-second generation price.
LLM Token Cost Calculator
The LLM Token Cost Calculator works out the cost of a single API call using your own current input, output, and cached-token rates rather than a hardcoded price table. Its multi-turn conversation mode models the compounding cost of a chat session, since every turn resends the full conversation history, and compares total cost with and without prompt caching applied to that repeated history.
Data Center PUE Impact Calculator
The Data Center PUE Impact Calculator works out Power Usage Effectiveness directly from total facility and IT equipment power readings, benchmarked against Uptime Institute industry averages. Its overhead cost impact mode converts current and target PUE figures into concrete annual energy and dollar savings from efficiency improvements.
Inference Carbon Footprint Calculator
The Inference Carbon Footprint Calculator works out CO2 equivalent emissions from AI model inference using energy per query, grid carbon intensity, and data center PUE. Its compare mode holds query volume constant while swapping grid carbon intensity, showing how dramatically the same workload's emissions can vary purely based on data center region.
AI Training Energy Consumption Calculator
The AI Training Energy Consumption Calculator works out total training energy in kilowatt-hours using GPU thermal design power, GPU count, sustained utilization, training duration, and data center PUE. Its comparison mode sets two GPU configurations side by side, since a newer, higher-wattage GPU can still consume less total energy if it completes the same workload significantly faster.
AI API Call Budget Planner
The AI API Call Budget Planner compares your monthly dollar budget against your account's RPM and TPM rate limits to find which one actually caps your usable call volume first. Its burn-down mode projects whether current spending pace will exhaust a budget before the billing period ends, based on spend-to-date and days elapsed.
AI Image Generation Cost Calculator
The AI Image Generation Cost Calculator works out the raw cost of a batch of AI-generated images at your provider's current per-image rate. Its true cost mode accounts for acceptance rate and human review time, showing that the real cost per usable, approved image is often several times higher than the quoted per-generation price.