Free tool · AI Token FinOps
What is your AI cost exposure?
Most enterprises overrun their first-year AI budget and can't say which team spent what. In two minutes, see your projected annual cost, what's unattributed, and the budget you could overrun — then get a personalized report.
Direct answer
How much will my enterprise AI cost per year?
Use the AI Cost Exposure Calculator to estimate your projected annual AI/LLM cost from your monthly cost and expected growth, plus how much is unattributed to a cost center, the budget you could overrun before the invoice arrives, and your savings opportunity. All figures are estimates with a visible methodology.
Direct answer
Why is my AI bill so high?
Usually compounding causes, not one line item: unbounded retries, agentic multi-step loops, reasoning models that burn more tokens, and duplicate calls — with no per-team attribution to see who spent what, plus shadow AI. Published research puts typical AI-budget overruns at 30–50% once these scale.
Fixing it starts with AI cost attribution — see how Behest AI Token FinOps makes every model call visible and enforceable.
The state of enterprise AI spend
- 73%
- of organizations run over their cloud & AI budget.FinOps Foundation, State of FinOps 2026
- 30–50%
- typical AI-budget overrun once agentic & reasoning models scale.FinOps Foundation 2026 · DoiT, 2026 State of FinOps
- 80%+
- of employees use AI tools IT hasn't sanctioned.2026 shadow-AI research
Figures from published 2026 research, shown as reported; your calculator results are modeled estimates from your own inputs.
Estimate your AI cost exposure
Six quick inputs. Your numbers never leave your browser until you choose to unlock the report.
Roughly your monthly AI bill across OpenAI, Anthropic, Gemini, etc.
Enter your team size and monthly AI cost to see your projected annual cost and exposure.