The Free plan is described for startups and small teams; Growth is aimed at teams with higher volume or advanced integration needs.
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Best Data Ingestion Software 2026
Every product here is ranked by Samsung Mobile US Press's record score: what its maker publishes about it, where it runs (Android first), whether it is free to try, and how recently the facts were read.
Estuary
Estuary describes its platform as built for enterprises that need control over data cost, latency, and deployment.
WebWindowsMac+3Confluent Cloud
Confluent Cloud suits teams building real-time streaming, event-driven applications, analytics, or AI/ML workloads.
WebLinuxAPIHevo Data
Hevo Data suits teams handling data engineering, analytics, or business intelligence who need connectors and pipeline transformations.
WebAPIAzure Data Factory
WebWindowsAPI+1It suits teams building self-hosted log pipelines across varied systems and destinations.
Logstash suits teams that need to collect, transform, and route data through self-hosted pipelines.
The Developer plan is aimed at learning and small-scale use.