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Free Interactive Utilities

Enterprise AI Engineering Tools & Calculators

Esaholic provides free, instant, client-side engineering tools for technical decision-makers. Every tool operates entirely in your browser with zero signups, zero email gates, and zero hidden data collection. Calculate project costs, token budgets, and AI readiness scores immediately.

Interactive Tools Directory

100% Free & No Signups
Budget Estimator AI Development Cost Calculator

Calculate your estimated budget for AI agents, custom RAG pipelines, or fine-tuning based on project scope, compliance tier, and integrations.

API Cost Tool LLM Token Cost Calculator

Calculate monthly LLM API token expenditure across Claude 3.5, GPT-4o, Llama 3, and Gemini 1.5 based on expected QPS and prompt lengths.

Maturity Audit AI Readiness & Maturity Assessment

Score your organization's AI readiness across 15 technical indicators to receive an architectural maturity band and recommended roadmap.

Updated Monthly LLM Pricing & Performance Comparison

Maintained, monthly-updated pricing matrix comparing per-million token costs, context window limits, and benchmark scores across top AI models.

ROI Modeling AI ROI & Cost Reduction Estimator

Estimate financial return on investment, human productivity hours saved, and cost payback periods for enterprise AI automation builds.