AI Tools & Calculators

Built for AI developers and product teams. 15 tools covering API costs, agent calculators, agentic loop estimation, memory costs, automation comparisons, and full stack cost building — instant results, no sign-up.

AI Token Utilization Calculator

Estimate token count and context window usage across Claude, GPT, and Gemini.

AI Tools

AI API Cost Calculator

Compare API costs across all major AI providers for any usage volume.

AI Tools

AI ROI Calculator

ROI for AI implementations — labor savings, productivity gains, and payback period.

AI Tools

AI Subscription ROI Calculator

Is ChatGPT Plus, Claude Pro, or Copilot worth it? See exact ROI by hourly rate.

AI Tools

RAG Pipeline Cost Calculator

Full cost breakdown for RAG systems — embeddings, vector DB, retrieval, LLM inference.

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LLM Margin Calculator

Gross margin, break-even price, and pricing sensitivity for AI-powered products.

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Agent Calculators

True cost of running AI agents at scale — per task, per loop, per month.

AI Agent Cost Calculator

Model, steps per run, runs per day → cost per task, day, month, and year with context accumulation math.

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Agent vs Human Cost Calculator

Compare annual cost of an AI agent vs a human employee for the same task — with ROI and breakeven timeline.

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Agentic Loop Cost Estimator

See how context accumulation makes multi-step agent costs grow non-linearly — with per-step breakdown and caching savings.

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Agent Memory Cost Calculator

Embedding + vector DB storage + query costs for persistent agent memory across Pinecone, Weaviate, and Qdrant.

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Multi-Agent Orchestration Cost

Orchestrator + specialist sub-agents on different models — per-tier cost breakdown, context accumulation, and model routing savings.

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Codex vs Claude Code Cost

Compare Codex, Claude Code, Gemini Code Assist, and Qwen 3.7 monthly cost by task type, usage volume, and team size.

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Webhook & Automation Cost Calculator

Compare Make.com vs Zapier vs n8n vs raw API for your operation volume — find the cheapest platform instantly.

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Stack Builder & Comparisons

Build your full AI product stack and compare automation platforms side by side.

AI Stack Cost Builder

Pick your LLM, embeddings, vector DB, hosting, and monitoring — see your total monthly cost with preset stack templates.

AI Tools

n8n vs Make vs Zapier — Full Comparison

Feature matrix, pricing deep-dive, and interactive cost estimator for all three automation platforms. Updated May 2026.

AI Tools

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