Calculators Tools
Browse our curated collection of specialized calculators utilities designed for modern AI developers.
LLM API Cost Calculator
Compare real-time API inference costs across OpenAI, Anthropic Claude, Google Gemini, and open-source cloud providers based on token usage.
Repo Token Estimator
Estimate token counts and context footprint for entire codebases to determine feasibility for 128k, 200k, and 1M context window LLMs.
Embedding Cost Calculator
Calculate vector embedding pricing for text datasets using OpenAI text-embedding-3-small/large, Voyage, and Cohere embedding APIs.
Fine-Tuning Cost Estimator
Estimate token volume, training epochs, and hosting costs for fine-tuning OpenAI GPT-4o-mini, Mistral, and Llama 3 models on custom datasets.
RAG Chunk Size Calculator
Determine optimal chunk size, overlap tokens, and embedding vector dimensions for retrieval-augmented generation (RAG) pipelines.
LLM Latency Benchmark Calculator
Estimate Time to First Token (TTFT) and token generation throughput (tokens/sec) based on model parameter size and cloud accelerator specs.