Comparison

Apache Spark vs Hightouch

On the evidence we track, Hightouch leads this comparison with a composite score of 72/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Apache Spark52
★Hightouch72
Score
vioscaleAI score
Apache Spark52 / 100low · 34%
Hightouch72 / 100medium · 71%
Pricing
Free tier
Apache Spark✓
Hightouch✓
Model
Apache Sparkcommercial
Hightouchfreemium
Price level
Apache Sparkfree
Hightouchlow
Transparent
Apache Spark✓
Hightouch✓
Integrations
Count
Apache Spark5
Hightouch102
Security
Disclosure policy
Apache Spark✓
Hightouch–
Gdpr
Apache Spark–
Hightouch✓
Hipaa
Apache Spark–
Hightouch✓
Iso27001
Apache Spark–
Hightouch✓
Scorecard
Apache Spark5.6
Hightouch–
Soc2
Apache Spark–
Hightouch✓
Reliability
Status page
Apache Spark–
Hightouch✓
Adoption
Dependent repos
Apache Spark8,896
Hightouch–
Github stars
Apache Spark44,188
Hightouch–
Activity
Commits last 30d
Apache Spark100
Hightouch–
License
Spdx
Apache SparkApache-2.0
Hightouch–
Language
Primary
Apache SparkScala
Hightouch–
Market
Availability
Content
Faq
Apache Spark6 items
Hightouch7 items

Capabilities

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

Core
Tool role
Apache SparkProcessing engine
HightouchReverse-ETL
Processing paradigm
Apache SparkBatch + streaming
HightouchBatch + streaming
Connectivity
Connector count
Apache Spark-
Hightouch300+
CDC / log-based replication
Apache Spark-
Hightouch-
Transformation
In-warehouse transformation (push-down)
Apache Spark-
Hightouch✓
dbt-native orchestration
Apache Spark-
Hightouch✓
Deployment
Self-hosted / open-source available
Apache Spark✓
Hightouch✗
Managed cloud available
Apache Spark-
Hightouch✓
Governance
Data lineage / asset catalog
Apache Spark-
Hightouch-
Authoring
Python-first authoring
Apache Spark-
Hightouch-
Execution
Incremental / partition-aware runs
Apache Spark-
Hightouch✓
Quality
Built-in data quality / tests
Apache Spark-
Hightouch-
Scale
Horizontal scale (distributed executor)
Apache Spark✓
Hightouch-

What each one is

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

Apache Spark

A data processing framework offering high-level APIs across multiple programming languages and integrated tools for SQL processing, machine learning, graph analysis, and real-time stream processing.

Independently observed

Hightouch

Leader

A data activation platform that syncs information from data warehouses to business applications, with support for numerous pre-built integrations and the ability to create custom connections without coding.

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 Spark

Open sourceFree tier
as of verify ↗

Hightouch

Leader
Usage-basedFree tier

Usage-based pricing with free tier. Mix-and-match products based on actual usage.

  • Basic Reverse ETLFree
    • Up to 2 active syncs
    • Unlimited destination count
    • Unlimited user seats
as of verify ↗

Platform & deployment

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

Platforms
Web
Apache Spark✗
Hightouch✓
CLI
Apache Spark✓
Hightouch✗
Deployment
Cloud / SaaS
Apache Spark✗
Hightouch✓
Self-hosted
Apache Spark✓
Hightouch✗
On-premise
Apache Spark✓
Hightouch✗

Integrations

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

Apache Spark

5 total
  • Hadoop
  • HDFS
  • YARN
  • Kubernetes
  • Docker
Independently observed

Hightouch

Leader
92 total
  • Acoustic
  • ActiveCampaign
  • Adobe Analytics
  • Adobe Campaign Classic
  • Adobe Experience Platform
  • Adobe Target
  • Airship
  • Airtable
  • Algolia
  • Amplitude
  • Anaplan
  • Apache Kafka
  • AppsFlyer
  • Asana
  • Attentive
  • Auth0
  • Awin
  • AWS Lambda
  • Azure Blob Storage
  • Azure Functions
  • BigCommerce
  • Bloomreach
  • Bluecore
  • Braze
  • +68 more
Independently observed
Still deciding?

Apache Spark or Hightouch: 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.