Vantage Launches Support for Fireworks AI Costs

Vantage has launched native support for Fireworks AI cost and usage tracking, enabling customers to connect Fireworks accounts through an API key and automatically ingest daily billing data for inference, deployments, and training. The integration provides detailed reporting across services such as Serverless Inference, Serverless Training API, On-Demand Deployments, and Managed Training, with costs and usage segmented by model, accelerator type, token category, GPU-hours, and fine-tuning activity. Customers can incorporate Fireworks AI spending into broader cloud and AI cost reports, budgets, anomaly detection, and allocation workflows, replacing manual uploads and reducing delays in chargebacks and spend analysis. Available without an additional integration fee to all Vantage subscription tiers, the feature requires Vantage Owner or Integration Owner permissions and uses read-only access to Fireworks billing data, storing billing metadata rather than prompts or responses. Data refreshes daily, multiple Fireworks accounts can be connected, and reported amounts reflect gross rated usage, which may differ from final invoices because credits, discounts, taxes, and adjustments are not included in Fireworks’ billing API.

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