This comparison sheet contrasts Starburst Streaming Ingest with Confluent Tableflow for Kafka-to-Iceberg pipelines. Starburst offers lower total cost of ownership by eliminating infrastructure requirements and charging only for data streamed. Pipelines can be deployed in minutes with automated maintenance, parallel backfill, and serverless operation. Unlike Tableflow, Starburst lands fully open Apache Iceberg tables directly into customer-owned cloud storage, avoiding vendor lock-in. The document highlights faster time to value, predictable pricing, and portability, positioning Starburst as a simpler, faster, and more open alternative for real-time lakehouse ingestion.

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