AI Cost & Decision Calculators
Shipping AI features means living with token bills, agent loops, retrieval costs and compliance exposure you can't eyeball. These interactive calculators turn those unknowns into numbers — model your real LLM spend, find the break-even between self-hosting and APIs, price a RAG stack, and size your regulatory risk before it reaches production. Built for developers, architects and AI engineering leads.
AI Coding Tool Cost Calculator
Compare Cursor, Copilot, Blackbox and others on credits, seats and overage to find your true per-developer cost.
Self-Host vs API Break-Even Calculator
Find the request volume where running an SLM beats paying per-token API pricing for GPT-5-class models.
EU AI Act Penalty Calculator
Estimate worst-case fines by risk tier and turnover under the EU AI Act, with the August 2026 obligations built in.
LLM Token Cost & TCO Calculator
Compare GPT-5, Claude, Gemini & DeepSeek per 1M tokens. Model your real monthly LLM spend and total cost of ownership.
AI Agent Session-Cost Calculator
Estimate per-session and monthly token burn for autonomous agents. Find runaway loops before they hit your bill.
RAG Cost & Architecture Estimator
Price out embeddings, vector DB and retrieval at your query volume. Compare RAG architectures on cost and latency.
Fine-Tune vs RAG Cost Decision Tool
Compare fine-tuning, RAG and prompt engineering on upfront and ongoing cost to pick the cheapest path to accuracy.
Which LLM for My Task?
Pick your task and priorities — quality, cost, speed, context — and get a ranked LLM recommendation with the reasoning.