vioscale
Comparison

Census vs Dagster

On the evidence we track, Census leads this comparison with a composite score of 82/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Census full profile →Dagster full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
★Census82
Dagster70
Score
Vioscale score
Census82 / 100medium · 74%
Dagster70 / 100medium · 68%
Pricing
Free tier
Census✓
Dagster✓
Model
Censusfreemium
Dagsterfreemium
Price level
Censuslow
Dagsterlow
Transparent
Census✓
Dagster✓
Integrations
Count
Census900
Dagster14
Security
Disclosure policy
Census–
Dagster✓
Gdpr
Census✓
Dagster✓
Hipaa
Census✓
Dagster✓
Iso27001
Census✓
Dagster–
Pci
Census✓
Dagster–
Scorecard
Census–
Dagster4.8
Soc2
Census✓
Dagster✓
Vulnerabilities
Reliability
Status page
Census✓
Dagster–
Adoption
Dependent repos
Census–
Dagster286
Github stars
Census–
Dagster16,066
Package downloads weekly
Census–
Dagster2,176,853
Activity
Commits last 30d
Census–
Dagster81
Release
Cadence days
Census–
Dagster7
History
Census–
Dagster20 items
License
Spdx
Census–
DagsterApache-2.0
Language
Primary
Census–
DagsterPython
Market
Availability

Capabilities

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

Core
Tool role
CensusELT / ingestion
DagsterOrchestrator
Processing paradigm
CensusBatch + streaming
DagsterBatch
Connectivity
Connector count
Census900+ sources and destinations
Dagster-
CDC / log-based replication
Census✓
Dagster✗
Transformation
In-warehouse transformation (push-down)
Census✓
Dagster✗
dbt-native orchestration
Census✓
Dagster✓
Deployment
Self-hosted / open-source available
Census✗
Dagster✓
Managed cloud available
Census✓
Dagster✓
Governance
Data lineage / asset catalog
Census✗
Dagster✓
Authoring
Python-first authoring
Census✗
Dagster✓
Execution
Incremental / partition-aware runs
Census✓
Dagster✓
Quality
Built-in data quality / tests
Census✗
Dagster✓
Scale
Horizontal scale (distributed executor)
Census✓
Dagster✓

What each one is

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

Census

Leader

A fully managed data integration platform that moves data from 900+ sources into warehouses, lakes, and applications, then transforms and activates it for analytics and AI. Supports real-time and scheduled synchronization with enterprise security and compliance certifications.

Independently observed

Dagster

A unified orchestration and observability platform that manages data pipelines through assets, tracks dependencies and lineage, enforces data quality, and integrates with existing tools like dbt, Snowflake, and Spark. Supports both self-hosted open-source and managed cloud deployment.

Independently observed

Pricing

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

Census

Leader
from $5/moUsage-basedFree tier14-day trial

Free tier available. Usage-based pricing starting $5/month base + per-MAR metering. Annual contracts save up to 22%. Enterprise License Agreements available for fixed annual pricing.

  • FreeFree
    • Access to core platform
    • 700+ connectors
    • 200+ activation destinations
    • dbt Core integration
  • StandardUsage-based pricing on Monthly Active Rows; $5 base charge per connection (1-1M MAR range)
    • Unlimited users
    • 15-minute syncs
    • 700+ fully managed connectors
    • 200+ fully managed activation destinations
    • dbt Core integration
    • +3 more
  • EnterpriseAll Standard features plus premium sync speed and deployment flexibility
    • All Standard features
    • 1-minute syncs
    • Fivetran Activations Audience Hub
    • Enterprise database connectors
    • Custom roles
    • +4 more
  • Business CriticalEnterprise-grade security with customer-controlled encryption and advanced compliance
    • All Enterprise features
    • Customer-managed keys for encryption
    • PCI DSS Level 1 certification
    • Private networking options
as of verify ↗

Dagster

from $0.01/moSubscription30-day trial

From $120/month. 30-day free trial. Subscription with metered credits (asset materializations and ops executed); serverless compute charged separately.

  • Solo$120/month with 7.5k credits/month included; overages at $0.040/credit
    • 1 User
    • 1 Code location
    • 1 Deployment
    • Core orchestration
    • Asset-based orchestration
    • +6 more
  • Starter$1200/month with 30k credits/month included; overages at $0.035/credit
    • Up to 3 Users
    • 5 Code locations
    • 1 Deployment
    • Catalog search
    • Column-level lineage
    • +8 more
  • Pro/EnterpriseContact sales
    • Unlimited code locations
    • Unlimited deployments
    • Custom serverless compute pricing
    • Cost tracking and insights
    • Personalized onboarding support
    • +8 more
as of verify ↗

Platform & deployment

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

Platforms
Web
Census✓
Dagster✓
CLI
Census✗
Dagster✓
Deployment
Cloud / SaaS
Census✓
Dagster✓
Self-hosted
Census✗
Dagster✓
Hybrid
Census✓
Dagster✓

Integrations

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

In common (2)
  • Snowflake
  • Databricks

Census

Leader
14 total - 12 not shared
  • Google BigQuery
  • Salesforce
  • AWS Redshift
  • Azure Synapse
  • Marketo
  • HubSpot
  • Zendesk
  • Braze
  • Facebook Ads
  • Google Ads
  • Postgres
  • MySQL
Independently observed

Dagster

14 total - 12 not shared
  • dbt
  • Spark
  • Azure
  • AWS
  • Airbyte
  • Tableau
  • Soda
  • Slack
  • Microsoft Teams
  • PagerDuty
  • Datadog
  • Python
Independently observed

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