Ai Tools
Planning calculators for ai tools — estimates from industry-style inputs.
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LLM Token Calculator
Estimate token count and API cost from text length across different tokenizers (GPT-4, Claude, Llama).
AI Model Cost Comparison Calculator
Compare per-token and per-request costs across AI providers including GPT-4o, Claude, Gemini, and self-hosted Llama.
RAG System Cost Calculator
Estimate vector DB storage, embedding, and query costs for a Retrieval-Augmented Generation system.
Fine-Tuning Cost Calculator
Estimate LLM fine-tuning costs from dataset size, epochs, and model choice for OpenAI API and self-hosted options.
AI Image Generation Cost Calculator
Calculate per-image and monthly costs across DALL-E 3, Stable Diffusion, Midjourney, and self-hosted GPU.
Prompt Engineering Cost Calculator
Calculate the true cost of iterative prompt development including API tokens and engineer labor time.
AI Agent Cost Calculator
Estimate per-task cost for AI agents from multi-step reasoning, tool calls, and context accumulation.
Embedding Cost Calculator
Calculate embedding API costs and storage requirements across OpenAI, Cohere, and self-hosted models.
AI Safety Evaluation Calculator
Score AI model safety across harmful content, bias, hallucination, privacy, robustness, and transparency dimensions.
AI ROI Calculator
Calculate business ROI from AI automation including time savings, error reduction, payback period, and NPV.