Apache Airflow vs Apache Beam: Diferencas principais e quando usar cada um

Análise abrangente das principais diferenças, casos de uso e sinais da comunidade.

Diferencas principais

Compare Apache Airflow e Apache Beam em recursos, preco, integracoes e metricas da comunidade. Apache Airflow / Apache Beam.

Recurso

Apache Airflow

Workflow

Apache Beam

Data Processing

Compare ferramentas para desenvolvedores lado a lado com métricas reais.
Platform to programmatically author and schedule workflows
Unified programming model for batch and streaming
GitHub Stars
⭐ 46.645
⭐ 8.652
Contributors
👥 4.574
👥 1.960
Pricing
✓ Grátis
Enterprise: Contact sales
✓ Grátis
Enterprise: Contact sales
Languages
Python
Java
Features
  • • Airflow
  • • Apache
  • • Apache Airflow
  • • Automation
  • • Dag
  • • Batch
  • • Beam
  • • Big Data
  • • Golang
  • • Java
Integrations
No integrations listed
No integrations listed
Momentum Score
87/100 (slowing)
61/100 (stable)
Community Health
91/100 (excellent)
72/100 (good)
Maturity Index
89/100 (mature)
62/100 (growing)
Innovation Score
87/100 (pioneering)
58/100 (progressive)
Risk Score (higher is safer)
94/100 (minimal)
81/100 (minimal)
Developer Experience
80/100 (good)
53/100 (needs-improvement)
Links
🌐 Visitar site Ver no GitHub
🌐 Visitar site Ver no GitHub

Apache Airflow Strengths

  • ✓ More popular (46.645 estrelas)
  • ✓ Larger community (4.574 contributors)

Apache Beam Strengths

Quando usar Apache Airflow vs Apache Beam

Use Apache Airflow quando seus pontos fortes se encaixarem melhor no seu stack e equipe, e escolha Apache Beam quando ecossistema, integracoes ou custo forem mais adequados.

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More Comparisons

View Apache Airflow → View Apache Beam → Pesquisar mais ferramentas →

Data source: GitHub API

Última atualização 8/31/2026