Pipelines de Dados · 222.4K visitas mensais

Airbyte é uma plataforma de integração de dados de código aberto que simplifica a construção e o gerenciamento de pipelines de dados. Permite mover dados de centenas de fontes para destinos como data warehouses, lakes e bancos de dados vetoriais em minutos, usando um vasto catálogo de conectores pré-construídos ou criando os seus próprios com um construtor de baixo código. Suporta implantações na nuvem e auto-hospedadas, focando em segurança de dados, governança e escalabilidade para aplicações modernas de dados e IA.

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Databricks

Plataforma de Aprendizado de Máquina · 5M visitas mensais

Databricks é uma Plataforma de Inteligência de Dados unificada que combina data warehousing e data lakes em uma arquitetura de lakehouse. Permite que as empresas gerenciem todo o ciclo de vida dos dados, desde a engenharia de dados e ETL até business intelligence, ciência de dados e aplicações de IA generativa em larga escala, tudo em uma única plataforma colaborativa.

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Airbyte vs Databricks: preços, recursos e tráfego

Compare Airbyte e Databricks por posicionamento, preço, recursos, tráfego e avaliações.

Atualizado 5 de ago. de 2026

Visão geral

Airbyte Visão geral

Preview

Databricks Visão geral

Preview

Detailed feature comparison

Feature	Airbyte	Databricks
Categoria principal	Pipelines de Dados	Plataforma de Aprendizado de Máquina
Adicionado	2025-08-06	2025-08-12
Preço	Freemium	Freemium
Site oficial	airbyte.com	www.databricks.com
Tipo de produto	Site	Site
Performance data
Avaliação	Não verificado	Não verificado
Comentários	0	0
Visitas mensais	222.4K	5M
Crescimento mensal	2.2%	-2.7%
Favoritos	88	129
Details	Ver detalhes	Ver detalhes

Airbyte vs Databricks monthly traffic

Compare Airbyte and Databricks by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.

How to interpret the traffic data

In the Airbyte vs Databricks monthly traffic comparison, Airbyte currently shows 222.4K visits and Databricks shows 5M; Databricks has about 22.5 times the visible traffic of Airbyte, an absolute difference of about 4.8M visits. This reflects visible reach, not feature quality or paid users.

Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.

Airbyte monthly traffic:

Latest traffic

Visitas mensais

222.4K

Duração média

2:50

Páginas por visita

4.3

Taxa de rejeição

39.01%

Data updated 2026-06-15

Monthly traffic trend

Principais regiões

Top 5 countries/regions

Country/region	Percentage	Traffic
🇺🇸United States	32.27%	71.8K
🇸🇻El Salvador	31.61%	70.3K
🇮🇳India	13.68%	30.4K
🇩🇪Germany	11.87%	26.4K
🇪🇸Spain	10.57%	23.5K

Fontes de tráfego

Source type	Percentage	Traffic
Direto	83.15%	184.9K
Referência	12.79%	28.4K
E-mail	4.06%	9K

Palavras-chave

airbyteairbyte cloudairbyte estimatorcomposiofivetran

Databricks monthly traffic:

Latest traffic

Visitas mensais

Duração média

11:35

Páginas por visita

15.84

Taxa de rejeição

29.58%

Data updated 2026-06-15

Monthly traffic trend

Principais regiões

Top 5 countries/regions

Country/region	Percentage	Traffic
🇺🇸United States	55.22%	2.8M
🇮🇳India	28.18%	1.4M
🇬🇧United Kingdom	8.15%	408.1K
🇨🇦Canada	4.31%	215.8K
🇧🇷Brazil	4.14%	207.3K

Fontes de tráfego

Source type	Percentage	Traffic
Direto	83.28%	4.2M
Referência	13.02%	652K
E-mail	3.7%	185.3K

Palavras-chave

data bricksdatabricksdatabricks careersdatabricks free editiondatabricks summit

Traffic-based selection guidance: If public market visibility is an important first-pass criterion, investigate Databricks first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.

Usage comparison

Compare the core capabilities of Airbyte and Databricks

Airbyte Core features

Inteligência de Negócios

Pipelines de Dados

Integração de Dados

Databricks Core features

Inteligência de Negócios

Plataforma de Aprendizado de Máquina

Banco de Dados

Use cases

Airbyte Use cases

Engenharia de Dados

ETL

Dados de IA

CDC

Conectores

Governança de dados

Integração de dados

Movimentação de dados

Pipeline de dados

ELT

Código Aberto

Banco de dados vetorial

Databricks Use cases

Engenharia de Dados

ETL

Plataforma de IA

Apache Spark

Big data

Inteligência de Negócios

plataforma de dados

Armazém de dados

IA generativa

Lakehouse

aprendizado de máquina

Airbyte vs Databricks：In-depth comparison and selection guidance

First decide whether the products solve the same kind of need

This in-depth Airbyte vs Databricks comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Airbyte is primarily listed under “Pipelines de Dados”, while Databricks is primarily listed under “Plataforma de Aprendizado de Máquina”, so the first decision is whether your actual task matches their recorded scope.

The structured fields currently show these decision-relevant differences: Primary category (Airbyte: Pipelines de Dados; Databricks: Plataforma de Aprendizado de Máquina); Monthly visits (Airbyte: 222.4K; Databricks: 5M); Monthly growth (Airbyte: 2.2%; Databricks: -2.7%); Favorites (Airbyte: 88; Databricks: 129); Website (Airbyte: airbyte.com; Databricks: www.databricks.com). These facts are more useful for selection than brand visibility alone.

What market visibility and monthly traffic mean

Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.

If public market visibility is an important first-pass criterion, investigate Databricks first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.

Product positioning, use cases, and roles

Airbyte and Databricks currently overlap in shared categories: Inteligência de Negócios; shared tags: Engenharia de Dados e ETL. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.

Airbyte's unique categories/tags are Pipelines de Dados, Integração de Dados, Dados de IA, CDC, Conectores, Governança de dados, Integração de dados e Movimentação de dados; Databricks's are Plataforma de Aprendizado de Máquina, Banco de Dados, Plataforma de IA, Apache Spark, Big data, Inteligência de Negócios, plataforma de dados e Armazém de dados. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.

What ratings, comments, and favorites can tell you

Airbyte has no verified rating, 0 comments, 88 favorites, and 94 likes；Databricks has no verified rating, 0 comments, 129 favorites, and 115 likes。

Neither product has enough rating or comment samples for a credible reputation ranking.

Selection guidance by actual need

When to evaluate Airbyte first

Put Airbyte on the priority trial list when the task aligns with “Pipelines de Dados” and especially Pipelines de Dados, Integração de Dados, Dados de IA, CDC, Conectores e Governança de dados. This follows recorded positioning and does not imply unlisted capabilities are absent.

Airbyte also currently records: pricing is freemium, product type is website, 222.4K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.

When to evaluate Databricks first

Put Databricks on the priority trial list when the task aligns with “Plataforma de Aprendizado de Máquina” and especially Plataforma de Aprendizado de Máquina, Banco de Dados, Plataforma de IA, Apache Spark, Big data e Inteligência de Negócios. This follows recorded positioning and does not imply unlisted capabilities are absent.

Databricks also currently records: pricing is freemium, product type is website, 5M verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.

How to validate the recommendation before deciding

The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Airbyte and Databricks, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.

FAQ da comparação

How should I choose between Airbyte and Databricks?

Compare positioning, pricing, taxonomy, and traffic maturity, then verify the latest details on each official website.

Where does this comparison data come from?

The factual baseline is derived from product, taxonomy, traffic, and community data. Reviewed editorial conclusions show their source and verification date.

What do unknown fields mean?

Unknown means there is not enough reliable evidence; the page does not fill gaps with assumptions.