LLM Retrieval Cost Estimator

Every page you want an LLM to retrieve costs tokens. Tokens cost money at scale. Different tokenizers (OpenAI cl100k, Anthropic, Google) count the same text differently. This tool estimates tokens-per-page per major tokenizer, multiplies by current per-1K pricing, and suggests chunking strategy for RAG ingestion.