softscout. Your shortlist 0

Independent software discovery

Tell Scout what you need.
Get a smarter shortlist.

A few researched choices, built around your business. No paid rankings.

What are you trying to improve?

Ask Scout AI Search the directory
Business context

Scout only recommends tools from the SoftScout directory.

Data & analytics

Data integration (ETL / ELT).

Our picks: best data integration (ETL / ELT) software
720 tools. Plenty of possibilities.
All Leaders Rising
Data integration (ETL / ELT) · 5 tools to explore

Data integration (ETL / ELT) Category leader

Airbyte

Free plan· $20/mo 2–500+ people

Open-source data movement platform with 700+ connectors

Key features

  • Prebuilt connectors
  • Warehouse destinations

Data integration (ETL / ELT) Rising

Estuary

Free plan· $0.50/GB + $100/connector/mo 2–500+ people

Real-time and batch data pipelines with change data capture

Key features

  • Prebuilt connectors
  • Reverse ETL

Data integration (ETL / ELT) Category leader

Fivetran

Free plan 51–500+ people

Managed data movement from 900+ sources into your warehouse or lake

Key features

  • Prebuilt connectors
  • Warehouse destinations
  • Reverse ETL

Data integration (ETL / ELT) Category leader

Hevo Data

Free plan 2–500 people

No-code ELT pipelines with built-in transformations

Key features

  • Prebuilt connectors
  • Automated schema handling
  • Warehouse destinations
  • Sync monitoring and alerts

Data integration (ETL / ELT) Rising

Streamkap

Free plan· $250/mo 2–500 people

Streaming change data capture for warehouses and real-time apps

Key features

  • Prebuilt connectors
  • Automated schema handling
  • Sync monitoring and alerts

A starting point for discovery. Explore each vendor's site for current plans and product details.

For software makers

Built something useful? Let buyers find it.

SoftScout is creating a human-reviewed home for the growing wave of business software. Submit once, and a real person checks every listing before it goes live.

Submit your software
Standard review
Free

Join the standard queue. No guaranteed review date.

Priority review
$19 one time

Human review within two business days, plus correction guidance.

Payment accelerates review. It never guarantees acceptance or changes ranking.