name: Coalesce FinOps description: >- Coalesce uses a unified credit-based billing model across all platform capabilities. Credits are the single currency for Transform node executions, Catalog asset management, and Quality checks. Development environments are always free — credits are only consumed when pipelines run in production, making it straightforward to track and optimize cloud spend. url: https://coalesce.io/product/pricing/ costModel: type: credit-based currency: credits description: >- A single credit type covers all Coalesce platform activities: pipeline execution (Transform), data catalog assets (Catalog), and automated quality checks (Quality). This unified model eliminates the need for separate budgets across platform features. productionOnly: true developmentCost: free notes: - >- Credits are not consumed during development or testing; production pipeline runs trigger credit usage. - >- The Starter plan provides 2,000 credits/month at $500/month billed annually (~$0.25 per credit at list price). - >- Enterprise and Business Critical plans offer volume discounts — more credits per dollar as usage scales — negotiated via credit commitment. creditUsage: transform: description: Credits consumed per node execution when pipelines run in production unit: per node execution catalog: description: Credits consumed for catalog asset management and AI-assisted discovery unit: per catalog asset quality: description: Credits consumed for automated quality checks and Scout AI agent runs unit: per quality check costOptimizationTips: - >- Use development environments freely for testing and iteration; only production runs consume credits. - >- Upgrade to Enterprise or Business Critical for volume discounts if monthly credit consumption regularly exceeds the 2,000 Starter allocation. - >- Leverage Coalesce's metadata-driven approach to minimize redundant node executions by reusing common transformation logic across pipelines. - >- Monitor pipeline run frequency via the Runs API to identify and eliminate unnecessary scheduled executions consuming credits. - >- Use the Environments API to audit inactive environments and consolidate workloads, reducing per-run overhead. billingReferences: - type: PricingPage url: https://coalesce.io/product/pricing/ - type: Documentation url: https://docs.coalesce.io/docs - type: StatusPage url: https://status.coalesce.io/ - type: SupportContact value: support@coalesce.io