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Databricks

★ 5/5 · Infrastructure/Database

Databricks is a major lakehouse platform for data engineering, analytics, and generative AI workloads.

Pros

• Unified lakehouse platform combining data warehousing and data lakes
• supports generative AI workloads
• integrates compute and storage
• widely adopted by enterprises for data engineering and analytics

Cons

• Pricing is complex and usage-based (compute costs, storage)
• no simple tiered model
• requires expertise to estimate actual costs
• enterprise-only positioning makes it inaccessible for small teams

Cost

Usage-based pricing (compute + storage costs vary by workload); specific 2026 rates unverified

Verdict

Best for large enterprises needing unified data infrastructure for analytics and generative AI at scale.

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