AI tools calculators for tokens, cost, and performance
Estimate AI token usage, API cost, context windows, embeddings, vector storage, RAG chunks, fine-tuning, image and video generation, transcription, agents, automation ROI, GPU cost, latency, throughput, and evaluation sample size. Every calculator includes formulas, examples, FAQs, and structured data.
Search by calculator name, topic, model workflow, or budget question.
Tokens and pricing
6 calculators
AI Token Calculator
Estimate LLM input, output, and total API cost from token volume and model pricing.
Open calculatorChatGPT Cost Calculator
Calculate monthly chat or assistant cost from requests, token usage, and blended model prices.
Open calculatorAI API Cost Calculator
Plan AI API budgets using request volume, input tokens, output tokens, and per-million pricing.
Open calculatorPrompt Token Calculator
Estimate prompt tokens from words or text length before sending content to an AI model.
Open calculatorContext Window Calculator
Check how much room remains for retrieved context and model output within a context window.
Open calculatorLLM Pricing Comparison Calculator
Compare model pricing scenarios with input tokens, output tokens, and monthly request volume.
Open calculatorEmbeddings and RAG
5 calculators
Embedding Cost Calculator
Estimate embedding generation cost for documents, products, tickets, and knowledge bases.
Open calculatorVector Database Storage Calculator
Calculate vector storage size from record count, embedding dimensions, and index overhead.
Open calculatorRAG Chunk Calculator
Estimate retrieval chunk count from document tokens, chunk size, and chunk overlap.
Open calculatorAI Search Cost Calculator
Estimate answer cost for AI search using query volume, retrieved chunks, and model pricing.
Open calculatorPrompt Compression Calculator
Calculate token savings from prompt compression, summarization, and context filtering.
Open calculatorTraining and evaluation
4 calculators
Fine-Tuning Cost Calculator
Estimate fine-tuning cost from training tokens, epochs, and provider training price.
Open calculatorAI Dataset Size Calculator
Calculate dataset token volume from examples, average tokens, and validation split.
Open calculatorAI Training Time Calculator
Estimate model training or fine-tuning duration from token volume, epochs, and throughput.
Open calculatorAI Evaluation Sample Size Calculator
Estimate how many examples to review for model accuracy, pass rate, or safety checks.
Open calculatorMedia generation
5 calculators
AI Image Cost Calculator
Calculate AI image generation cost from image count, resolution tier, and price per image.
Open calculatorAI Video Cost Calculator
Estimate AI video generation cost using clip count, duration, and price per second.
Open calculatorAI Audio Transcription Calculator
Calculate speech-to-text cost from audio minutes and transcription price.
Open calculatorText to Speech Cost Calculator
Estimate text-to-speech narration cost from character count and voice model pricing.
Open calculatorAI Translation Cost Calculator
Estimate localization cost from word count, language count, and AI translation price.
Open calculatorAgents and automation
4 calculators
AI Agent Cost Calculator
Estimate multi-step AI agent cost from task volume, steps, tokens, and blended pricing.
Open calculatorAI Automation ROI Calculator
Calculate monthly net savings and payback from AI automation time savings and operating cost.
Open calculatorAI Content Generation Time Calculator
Estimate hours saved when AI drafts content and humans review or edit the output.
Open calculatorAI Moderation Cost Calculator
Calculate content moderation cost from item volume, token size, and model price.
Open calculatorInfrastructure and performance
4 calculators
GPU Cost Calculator
Estimate GPU infrastructure spend from GPU count, runtime hours, and hourly price.
Open calculatorAI Inference Latency Calculator
Estimate response latency from first-token time, output tokens, and tokens per second.
Open calculatorAI Batch Processing Calculator
Estimate batch job runtime and token volume for offline AI processing workflows.
Open calculatorModel Throughput Calculator
Calculate approximate AI request capacity from concurrency and average seconds per request.
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