AI calculators
Free, browser-based calculators designed for artificial intelligence unit economics, foundational model pricing, hardware sizing, and automation workflows.
Explore Topic Hubs
Dedicated cluster guides with curated calculators and domain methodologies.
API Inference & Pricing
Deterministic cost modeling for token-based LLM APIs, multi-model pricing comparisons, and prompt caching economics.
LLM API Cost Calculator
Calculate your LLM API costs across OpenAI, Anthropic, and Google. Estimate input and output token expenses per request, day, and month with live rate controls.
LLM Pricing Comparison
Run an LLM pricing comparison across GPT-6.1 Sol, Claude Sonnet 5.5, and Gemini 3.8 Flash side by side. Calculate token expenses for any prompt and completion size.
Prompt Caching Savings Calculator
Calculate API cost reductions with our prompt caching savings calculator for Claude Sonnet 5.5, GPT-6.1 Sol, and Gemini 3.8 Flash. Model cache hit rates and write expenses.
Prompt, Context & RAG Retrieval
Byte-Pair Encoding tokenization, context window turn limits, RAG token budgets, chunk overlap sizing, embeddings, and multimodal vision tokens.
Prompt Token Estimator
Estimate prompt token counts from word or character text for OpenAI, Claude, and Gemini models. Plan context limits and predict API request costs with accuracy.
Context Window Calculator
Calculate LLM context window capacity in words, pages, book chapters, and code lines. Plan memory budgets across 128k, 200k, 1M, and 2M token frontier models.
RAG Token Budget Calculator
Calculate monthly token consumption for Retrieval-Augmented Generation (RAG) pipelines. Models prompt instructions, retrieved chunk tokens, and safety buffers.
RAG Chunk Size Calculator
Calculate chunk counts, overlap token duplication, and embedding volume for RAG pipelines. Optimize chunk size, token overlap, and document splitting.
Embedding Cost Calculator
Calculate text embedding API costs and vector database storage sizes. Models token volume, dimensions (1536, 768, 3072), precision, and monthly corpus refresh.
Vision Image Input Token Calculator
Calculate token counts and costs for multimodal image inputs across OpenAI, Anthropic Claude, and Google Gemini. Models image dimensions, tiling, and downscaling.
Context Window Turns Calculator
Calculate how many chat turns fit in an LLM context window. Models quadratic token history compounding, reserved output buffer, and truncation thresholds.
Training & Hardware Infrastructure
GPU VRAM requirements, decode token throughput, self-hosted vs API breakeven, LoRA fine-tuning, and datacenter energy carbon ranges.
LLM VRAM Calculator
Calculate GPU VRAM requirements for local and cloud LLM inference. Models model weights, KV cache memory per user sequence, and hardware compatibility.
Self-Hosted LLM vs API Calculator
Calculate the break-even volume between commercial LLM APIs and self-hosted cloud GPUs. Models hourly rental, hardware amortization, electricity, and engineering overhead.
LLM Inference Speed Calculator
Calculate LLM token generation speed, decode tokens per second, and Time to First Token (TTFT). Identifies memory-bandwidth vs compute bottlenecks across GPUs.
LoRA Fine-Tuning Cost Calculator
Calculate training and post-training inference costs for LoRA vs managed cloud fine-tuning. Models training tokens, GPU throughput, and inference premiums.
AI Energy & Carbon Calculator
Estimate AI query energy consumption, electricity usage (kWh), water cooling, and carbon emissions (kg CO2e). Provides truthful ranges, not false point estimates.
Autonomous Agents & Automation
Autonomous multi-step agent task budgets, real-time conversational voice agent stacks, and intelligent model routing.
AI Agent Cost Per Task Calculator
Calculate autonomous AI agent cost per completed task. Models step-by-step context history compounding, tool API call fees, retry rates, and failure waste.
AI Voice Agent Cost Calculator
Calculate full-stack AI voice agent costs per minute and per call. Models Speech-to-Text, LLM tokens, Text-to-Speech synthesis, orchestration, and telephony.
Model Routing Savings Calculator
Calculate cost savings from dynamic LLM model routing and cascading. Models query deflection shares, frontier rates, budget rates, and fallback retries.
Capital ROI & Operational Savings
Enterprise investment payback horizons, software development ROI, customer service chatbot deflection, and task automation savings.
AI ROI Calculator
Calculate AI ROI with payback period and net profit projections. Assess upfront implementation investments against recurring returns and labor gains.
AI Automation Savings Calculator
Calculate hours and labor dollars saved by automating specific workflows with AI. Compare before and after task durations, hourly wage rates, and software fees.
Chatbot ROI Calculator
Calculate customer support chatbot ROI, ticket deflection savings, and payback period. Model human support costs against automated resolution and platform fees.
Tools, Media & Video Synthesis
Team SaaS tool subscriptions, text-to-image diffusion, speech-to-text audio transcription, generative AI video, and multi-language dubbing.
Monthly AI Tools Cost Calculator
Calculate total monthly and annual software spend for your team's AI subscriptions. Audit ChatGPT, Claude, GitHub Copilot, Midjourney, and Cursor seat licenses.
AI Image Generation Cost Calculator
Use our AI image generation cost calculator to estimate monthly visual budgets for FLUX, Stable Diffusion, and Midjourney alongside legacy DALL-E 3. Plan expenses by image resolution and volume.
AI Voice and Transcription Cost Calculator
Use our AI voice and transcription cost calculator to compare gpt-transcribe, Deepgram, AssemblyAI, and ElevenLabs alongside deprecated Whisper-1. Estimate speech audio expenses per minute and character.
AI Video Cost Calculator
Calculate generative AI video production costs per clip and per month. Models duration, model presets (Kling, Runway, Veo, LTX), attempts, and resolution.
AI Dubbing Cost Calculator
Calculate multi-language AI video dubbing costs. Compares turnkey platforms (ElevenLabs, HeyGen, Rask) with DIY modular pipelines (STT + LLM + TTS).
About this directory
Welcome to aicalculators.xyz. This platform provides free, browser-based calculators designed for artificial intelligence systems, foundational models, hardware sizing, and automation workflows. You will not find generic calculators here. While our initial tools focus on AI unit economics—such as LLM API token costs, context window memory limits, prompt caching savings, and operational ROI—this platform is engineered to serve the wider spectrum of AI technical and organizational calculations as new model architectures evolve. Explore our available calculators above, or visit the dedicated AI Cost Calculators pillar cluster for in-depth topic hubs.
How it works
Traditional cloud architectures bill for static server instances and disk capacity. Generative AI systems, in contrast, bill on variable consumption units: tokens processed, cache hit discounts, GPU seconds sampled, and audio minutes transcribed.
1. 100% Client-Side Execution
All arithmetic, token ratios, and ROI projections execute locally in your browser. Zero user data, proprietary prompts, or corporate budgets are sent across the network.
2. Transparent Formulas & Defaults
Every calculator displays its exact mathematical formula with unit dimensions and a full step-by-step worked example using the page's own default figures.
3. User-Editable Rate Controls
Foundation model prices change regularly. Every price-dependent tool provides user-editable rate inputs so you can enter your exact negotiated enterprise discount or latest provider rate.
Who it is for
Our financial models are engineered specifically for professionals designing, integrating, and underwriting artificial intelligence initiatives:
AI Engineers & Architects
Model unit economics for RAG retrieval chunks, context caching cutoffs, and agent execution loop budgets before deploying code to production.
Product Managers & Founders
Set defensible pricing for SaaS features, forecast gross customer margins, and evaluate whether to adopt frontier models or budget compact models.
Finance Directors & CIOs
Evaluate enterprise business cases, scrutinize vendor ROI claims, model customer support deflection savings, and audit monthly tool subscriptions.
Operations & Team Leads
Measure concrete hours saved across repetitive workflows to quantify labor reallocation and prevent unnecessary hiring during volume surges.