AI Infrastructure
Optimize your machine learning inference and vector database expenses with precision calculators.
ChatGPT API Cost Calculator
Calculate your exact OpenAI API token costs. Find out if you are burning your runway on LLMs.
NEW: TOKENSTokens to Words Converter
Instantly translate API Tokens into readable words for OpenAI, DeepSeek, and Claude 3.5.
NEW: CACHEPrompt Caching Cost
Calculate exact API savings by caching system prompts on Claude 3.5 & DeepSeek V3.
NEW: GPULLM VRAM Calculator
Calculate exact VRAM needs for Llama, DeepSeek, and local LLM inference.
HOTDeepSeek vs OpenAI
The 2026 AI Price War. Compare LLM costs and calculate exact ROI switching providers.
NEW: AILLM Fine-tuning Cost
Calculate cost to fine-tune DeepSeek, Llama, GPT models. Tokens, LoRA, serverless pricing.
NEW: DBRAG Cost Calculator
Calculate exact infrastructure costs for Pinecone Vector databases, Embedding APIs, and LLM Synthesis.
Predict Your AI Costs Before You Build
Running LLMs locally or scaling a RAG pipeline is the wild west right now. Prices change weekly, and running out of VRAM is a nightmare. We built these calculators so developers can forecast exact hardware requirements and API token costs without the guesswork.
Local LLMs vs. Paid APIs
Should you buy a server to run Llama 3 or just pay OpenAI per token? It all comes down to your query volume. Use our calculators to compare the exact monthly costs of cloud APIs versus spinning up your own GPU instances.
RAG Database Scaling
Vector databases like Pinecone can get crazy expensive if you don’t plan ahead. Before you dump millions of embeddings into production, calculate your exact read/write costs so you don’t get hit with a surprise bill.
Fine-Tuning Budgets
Training a custom model using LoRA sounds great until you see the compute bill. Compare serverless GPU prices across providers and figure out exactly how much your training runs will cost based on your dataset size.
Tech Calculators for Founders & Devs.
Data. Not guesswork. Fast, ad-free tools to optimize your AI infrastructure costs, calculate SaaS runway, and maximize crypto ROI.