AI & Tokenomics Cost Calculators
Free tools for what AI costs: a workload, an agent loop, GPUs, coding-assistant seats, reserved capacity, or your usage export.
9 free tools · 83 reference pages · no login
Pick by question
- What will this AI feature cost a month?LLM Token Cost Calculator
- What does one agent run cost?AI Agent Cost Calculator
- Copilot, Claude or Cursor for my team?AI Coding Assistant Cost Planner
- Reserve PTUs or GSUs, or use Flex or Batch?LLM Provisioned Throughput and Service Tier Planner
- Which cloud GPU fits my model, and what will it cost?GPU Cost Calculator
- What will my RAG application cost to run?RAG Cost Calculator
- Where did last month's AI spend go?AI Usage Export Analyzer
Tools
LLM Token Cost Calculator
Estimate what an AI feature could cost each month, and compare models to find lower-cost options to evaluate.
AI Agent Cost Calculator
Estimate your agent’s cost per task and per month, compare models, and see what drives the bill.
AI Coding Assistant Cost Planner
Compare what your team would pay on GitHub Copilot, Claude and Cursor for the same coding usage.
LLM Provisioned Throughput and Service Tier Planner
Find how many Azure PTUs or Vertex GSUs you need, when they pay off, and what Flex or Batch saves.
GPU Cost Calculator
Find cloud GPU configurations that may fit your model, compare their monthly cost, and see what the price includes.
RAG Cost Calculator
See what indexing your documents, answering questions and running the application cost, and which change to test first.
AI Usage Export Analyzer
See your AI spend by model, project and day, the spikes, and what batch or a cheaper model would save.
AI Carbon Calculator
Estimate the carbon of AI prompts to a hosted model, or of GPUs you run, in your own region.
Startup Credits Runway Calculator
See the day each startup credit runs out, how much goes unused, and your first full cloud bill.
What drives AI costs
AI costs raise five different questions. Most calculators answer only the first.
1. What does a request cost?
Tokens times rates, less any caching or batch discount. Caching has a catch: some charge more for cache writes than standard input, so it pays off only above a break-even hit rate.
2. What does an agent cost?
An agent resends its growing transcript at every step. Doubling the steps can roughly quadruple costs.
3. Where did the money go?
The usage export analyzer splits OpenAI or Claude spend by model, project and day.
4. Are coding subscriptions cheaper?
Compare Copilot, Claude and Cursor seats with usage-based token pricing.
5. What is the best purchasing option?
For steady traffic, compare reserved capacity (Azure PTUs or Vertex GSUs) with pay-as-you-go. For work that can wait, Flex or Batch can cost less.
Reference libraries
Pages behind these tools, one per column, recipe, pattern or SKU. They are worth reading on their own and they are what the tools above check against.
Other categories
A model is a forecast. Your invoice is the measurement.
Finitizer tracks real token consumption per agent, per feature and per team across Anthropic, OpenAI, Bedrock and Vertex, so you learn that a loop got longer from a trend line, not from a budget alert on the 22nd.
See how Finitizer works