vioscaleAI
Comparison

Apache Beam vs Hevo Data

On the evidence we track, Hevo Data leads this comparison with a composite score of 66/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Apache Beam full profile →Hevo Data full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Apache Beam54
★Hevo Data66
Score
vioscaleAI score
Apache Beam54 / 100low · 42%
Hevo Data66 / 100medium · 58%
Pricing
Free tier
Apache Beam✓
Hevo Data✗
Model
Apache Beamcommercial
Hevo Datacommercial
Price level
Apache Beamfree
Hevo Dataunknown
Transparent
Apache Beam✓
Hevo Data✓
Integrations
Count
Apache Beam1
Hevo Data150
Security
Certifications
Disclosure policy
Apache Beam–
Hevo Data✓
Gdpr
Apache Beam–
Hevo Data✓
Hipaa
Apache Beam–
Hevo Data✓
Scorecard
Apache Beam7.8
Hevo Data–
Soc2
Apache Beam–
Hevo Data✓
Trust center
Apache Beam–
Hevo Datahttps://hevodata.com/security/
Vulnerabilities
Reliability
Status page
Apache Beam–
Hevo Data✓
Adoption
Dependent repos
Apache Beam1,425
Hevo Data–
Github stars
Apache Beam8,684
Hevo Data–
Activity
Commits last 30d
Apache Beam100
Hevo Data–
Release
Cadence days
Apache Beam40
Hevo Data–
History
Apache Beam20 items
Hevo Data–
License
Spdx
Apache BeamApache-2.0
Hevo Data–
Language
Primary
Apache BeamJava
Hevo Data–
Market
Availability
Apache Beam–
Hevo DataAvailable worldwide
Content
Faq
Apache Beam4 items
Hevo Data7 items

Capabilities

Feature-by-feature on the axes that matter for data engineering tools. “-” means undocumented, not absent.

Core
Tool role
Apache BeamOrchestrator
Hevo DataELT / ingestion
Processing paradigm
Apache BeamBatch + streaming
Hevo DataBatch + streaming
Connectivity
Connector count
Apache BeamMultiple I/O connectors for diverse data sources and sinks
Hevo Data150+
CDC / log-based replication
Apache Beam-
Hevo Data✓
Transformation
In-warehouse transformation (push-down)
Apache Beam-
Hevo Data✓
dbt-native orchestration
Apache Beam-
Hevo Data✓
Deployment
Self-hosted / open-source available
Apache Beam✓
Hevo Data✗
Managed cloud available
Apache Beam✓
Hevo Data✓
Governance
Data lineage / asset catalog
Apache Beam-
Hevo Data✗
Authoring
Python-first authoring
Apache Beam-
Hevo Data✗
Execution
Incremental / partition-aware runs
Apache Beam-
Hevo Data✓
Quality
Built-in data quality / tests
Apache Beam-
Hevo Data✓
Scale
Horizontal scale (distributed executor)
Apache Beam✓
Hevo Data✓

What each one is

The product in its own terms, so the numbers below have context.

Apache Beam

Apache Beam is an open-source framework for processing data at scale using both batch and streaming paradigms. It enables users to write data transformation logic once and execute it across diverse deployment environments and data sources.

Independently observed

Hevo Data

Leader

A cloud-native ELT platform that automates data movement from 150+ sources into data warehouses with built-in dbt-based transformations, automatic schema drift handling, and enterprise security controls.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Apache Beam

Open sourceFree tier
as of verify ↗

Hevo Data

Leader
from $265/moSubscriptionFree tier14-day trial

From $0 (Free). Starter $265–$299/month. Professional $750–$849/month. Custom plans available.

  • FreeFree
    • 1-hour scheduling
    • Up to 5 users
  • Starter$299/month (monthly) or $265/month (annual, 12% off)
    • Everything in Free, plus
    • Up to 10 users
    • 150+ connectors
    • dbt integration
    • SSH/SSL
    • +1 more
  • Professional$849/month (monthly) or $750/month (annual, 12% off)
    • Everything in Starter, plus
    • Unlimited users
    • Hevo APIs for Pipeline automation
    • Reverse SSH
    • Add-ons available
  • Business CriticalContact sales
    • Everything in Professional, plus
    • Streaming Pipelines
    • Role Based Access Control
    • Single sign-on
    • Multiple Workspaces
    • +2 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Apache Beam–
Hevo Data✓
Deployment
Cloud / SaaS
Apache Beam✓
Hevo Data✓
Self-hosted
Apache Beam✓
Hevo Data✗
On-premise
Apache Beam✓
Hevo Data✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Apache Beam

1 total
  • Apache Hop
Independently observed

Hevo Data

Leader
50 total
  • MySQL
  • PostgreSQL
  • SQL Server
  • MongoDB
  • Oracle
  • Redshift
  • BigQuery
  • MariaDB
  • Salesforce
  • HubSpot
  • Zendesk
  • Shopify
  • Google Ads
  • Facebook Ads
  • Amazon S3
  • Google Cloud Storage
  • Azure Blob
  • SFTP
  • Snowflake
  • Google Cloud
  • dbt Core
  • Google Analytics
  • Databricks
  • Azure Synapse Analytics
  • +26 more
Independently observed
Still deciding?

Apache Beam or Hevo Data: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.