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Free AI & LLM Cost Calculators

Token costs, context budgets, embedding spend and throughput limits — the planning maths for building on language models.

30 free tools · no signup
AI Agent Cost Calculator Estimate what one AI agent run costs and what that becomes at monthly volume. AI Content Cost Calculator See the true monthly cost of AI content, including editing time, vs an all-human writing team. AI Content Detector Paste text to get an honest, heuristic AI-likelihood estimate based on burstiness, cliches, and structure. AI Image Cost Calculator See the true monthly cost of AI image generation, including the retries it takes to get a keeper. AI Latency Estimator Estimate time to first token, generation time and how the wait feels when streaming. AI Model Comparison Compare GPT-4o, Claude, Gemini, Llama, and DeepSeek by context window, price, speed, and best use case. AI ROI Calculator Calculate ROI and payback period for a full AI project, investment to benefit. AI Text Humanizer Checker Paste your AI draft to flag cliches, hedging, rhythm issues, and get a plain readability grade. AI Token Calculator Estimate the true dollar cost of any AI model workload from tokens, pricing, and call volume. AI vs Human Cost Calculator Compare human vs AI cost per task, including oversight time and setup payback. Automation Savings Calculator Add manual tasks and see the monthly hours and cost automation would reclaim. ChatGPT Token Counter Paste any text and get a live estimate of tokens, characters, words, and cost. Chatbot ROI Calculator Estimate chatbot savings from ticket deflection, agent time, and setup payback. Claude API Cost Calculator Estimate your Anthropic Claude API bill by model with prompt caching savings included. Context Window Planner Add up prompt, history, retrieved docs and output against your model's context limit. Embedding Cost Calculator Price the one-off cost of embedding a corpus and the monthly cost of keeping it current. Fine-Tuning Cost Calculator Estimate LLM training cost and the request volume needed to earn it back. GPT API Cost Calculator Estimate your OpenAI GPT API bill by model with daily, monthly, and annual cost projections. GPU Cost Calculator Estimate monthly cloud GPU cost for AI training or inference, with spot pricing savings. Gemini API Cost Calculator Estimate your Google Gemini API bill by model with long-context pricing awareness. Inference Batching Calculator Model how batch size changes throughput, cost per thousand requests and latency. LLM Cost Comparison Compare monthly cost for the same workload across GPT-4o, Claude, and Gemini models. LLM Throughput Calculator Check whether your request or token rate limit binds first, and the concurrency needed. Perplexity and Burstiness Checker Measure the perplexity and burstiness metrics behind AI-text detection, with a plain-English explanation. Prompt Cost Optimizer Compare monthly savings from a shorter prompt and from prompt caching, separately. Prompt Token Estimator Model an entire API call's tokens: system prompt, user message, history, and output. RAG Chunk Size Calculator See how chunk size and overlap change chunk count, retrieval token load and cost. Token Limit Checker Check if your input plus expected output fits inside a model's context window. Vector Database Cost Calculator Turn vectors, dimensions and precision into an index size in GB and a monthly bill. Words to Tokens Converter Convert words to tokens or tokens to words instantly using standard AI content ratios.

Prices are inputs, deliberately

Model pricing changes often enough that any figure printed into a page is a liability within months. Every calculator here takes the rate as a clearly labelled editable input and points you at the provider's current published pricing, so the tool stays correct as the market moves.

Where the cost actually comes from

The surprise in agent systems is multiplication: steps per task, tokens per step, tool calls and retries compound, so a task that looks like one request is often twenty. Retrieval adds a second multiplier through chunk overlap. The agent-cost and RAG tools make those multipliers explicit, because that is where a budget estimate usually goes wrong by an order of magnitude.

Limits bind before budgets do

Requests per minute and tokens per minute are separate ceilings and they rarely bind at the same point. The throughput calculator shows which one you hit first and what concurrency the workload actually requires — a more useful answer than a monthly cost that assumes the traffic can flow at all.

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