FinOps for AI — see where every AI dollar goes, and get 20–40% of them back.

Tokenomy is the Economic Intelligence Layer for LLMs and AI agents. Meter, budget, route and charge back every model call across OpenAI, Anthropic, Google, xAI and open-weight endpoints. Bring your own keys — provider spend stays on your accounts.

See it

Unified cost graph across every provider, model, workspace, customer, agent and environment. Real usage ledger, real attribution — not sampled dashboards.

Stop the leak

Smart router, budget guard, prompt/response caching and anomaly detection cut token spend by 20–40% without changing prompts. Enforce policies before a request hits a paid provider.

Prove it

Chargeback exports, SLO monitoring, invoice runs and executive PDFs. Show finance, security and product exactly which AI dollar produced which outcome.

Runtime rails, not dashboards

Tokenomy ships a metering proxy, smart router, budget guard, MCP server and per-workspace API keys. Deploy in a day, BYOK, no lock-in.

  • Metering proxy for OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama
  • Smart router with quality/latency thresholds and failover
  • Budget guard with HTTP 402 quota enforcement and Slack alerts
  • Prompt and response caching with per-tenant isolation
  • Chargeback and invoice runs with Stripe metered billing
  • MCP server for ChatGPT, Claude and Cursor agents

Free tools everyone can use

Token calculator, cost estimator, speed simulator, memory calculator, energy usage estimator, prompt visualizer, GPU monitoring and the AI Economics Index — no login required.