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How Grafient compares

See how Grafient's billing-API approach stacks up against proxy-based, SDK-based, and general-purpose cost management tools.

Vantage is a broad multi-cloud cost platform. Grafient is purpose-built for AI. Here's how they compare for teams tracking LLM spend.

Helicone is a proxy-based LLM observability platform. Grafient reads billing APIs directly - no proxy, no SDK, no code changes.

Langfuse is an open-source LLM tracing platform that requires SDK integration. Grafient reads billing APIs with zero code changes.

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