Resources.

Free tools for teams evaluating AI infrastructure. No sign-up, no email gate.

RAG Cost Calculator

Estimate your monthly retrieval-augmented generation costs, embedding, vector storage, and LLM query spend. Adjust corpus size and query volume to get a realistic number before you build.

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AI Agent Cost Estimator

Model your monthly LLM spend for an agentic workflow: tool calls, context window sizing, and retry budgets.

RAG vs Fine-tuning Decision Guide

A short decision tree to help you pick the right approach for your knowledge-retrieval problem.

LLM Provider Comparison

Side-by-side benchmarks for GPT-5, Claude 3.5, Gemini 2.5, and open-source models across latency, cost, and accuracy.

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