Traccia vs Wattfare

Traccia is an AI agent control plane for observability, evaluation, governance, and runtime policy enforcement across production AI systems.

Users connect, set a spending cap, and you call any model through one SDK, charged to them, not you.

About Traccia

Traccia is an AI agent control plane for observability, evaluation, governance, and runtime policy enforcement across production AI systems. 01 / 06 How many AI agents are running right now?. 04 / 06 Did any agent use a restricted LLM model?. Traccia gives you a single pane of glass for all your AI agents, regardless of framework. Know exactly which agents and tasks are driving your LLM spend. Track version, health, environment, and ownership, zero code changes.

About Wattfare

Users connect, set a spending cap, and you call any model through one SDK, charged to them, not you. OpenAI-compatible Works with the Vercel AI SDK ~5-min integration. One button connects a user's inference budget to your app, metered, capped, and revocable. The problem AI costs are the one line item you can't predict. Every AI app makes the same uncomfortable bet: price high enough to survive your power users, ration usage so nobody hurts you, or quietly lose money on the heavy ones.