Comparison

Matillion vs Prefect

On the evidence we track, Prefect leads this comparison with a composite score of 70/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Matillion full profile →Prefect full profile →

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Matillion57

★Prefect70

Attribute comparison across 2 tools
Attribute	Matillion	PrefectLeader
vioscaleAI score	57 / 100low · 37%	70 / 100high · 76%
Pricing
Free tierpricing.free_tier	-	✓
Modelpricing.model	commercial	freemium
Price levelpricing.price_level	unknown	high
Starting pricepricing.starting_price	-	$100
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	150	6
Security
Certificationssecurity.certifications	-	SOC 2 Type II
Disclosure policysecurity.disclosure_policy	✓	✓
Gdprsecurity.gdpr	-	✓
Hipaasecurity.hipaa	-	✓
Scorecardsecurity.scorecard	-	6.9
Soc2security.soc2	-	✓
Trust centersecurity.trust_center	-	https://www.prefect.io/security
Vulnerabilitiessecurity.vulnerabilities	-	Count: 8 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=prefect&per_page=100 · Last 12m: 6 · Max severity: HIGH
Reliability
Sla pctreliability.sla_pct	-	99.9
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	-	767
Github starsadoption.github_stars	-	23,966
Package downloads weeklyadoption.package_downloads_weekly	-	2,710,819
Activity
Commits last 30dactivity.commits_last_30d	-	98
Release
Cadence daysrelease.cadence_days	-	1
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	Apache-2.0
Language
Primarylanguage.primary	-	Python
Market
Availabilitymarket.availability	Available worldwide · Popular in GB, US · HQ GB	Available worldwide
Content
Faqcontent.faq	6 items	7 items

Score

vioscaleAI score

Matillion57 / 100low · 37%

Prefect70 / 100high · 76%

Pricing

Free tier

Matillion–

Prefect✓

Model

Matillioncommercial

Prefectfreemium

Price level

Matillionunknown

Prefecthigh

Starting price

Matillion–

Prefect$100

Transparent

Matillion✓

Prefect✓

Integrations

Count

Matillion150

Prefect6

Security

Certifications

Matillion–

PrefectSOC 2 Type II

Disclosure policy

Matillion✓

Prefect✓

Gdpr

Matillion–

Prefect✓

Hipaa

Matillion–

Prefect✓

Scorecard

Matillion–

Prefect6.9

Soc2

Matillion–

Prefect✓

Trust center

Matillion–

Prefecthttps://www.prefect.io/security

Vulnerabilities

Matillion–

PrefectCount: 8 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=prefect&per_page=100 · Last 12m: 6 · Max severity: HIGH

Reliability

Sla pct

Matillion–

Prefect99.9

Status page

Matillion✓

Prefect✓

Adoption

Dependent repos

Matillion–

Prefect767

Github stars

Matillion–

Prefect23,966

Package downloads weekly

Matillion–

Prefect2,710,819

Activity

Commits last 30d

Matillion–

Prefect98

Release

Cadence days

Matillion–

Prefect1

History

Matillion–

Prefect20 items

License

Spdx

Matillion–

PrefectApache-2.0

Language

Primary

Matillion–

PrefectPython

Market

Availability

MatillionAvailable worldwide · Popular in GB, US · HQ GB

PrefectAvailable worldwide

Content

Faq

Matillion6 items

Prefect7 items

Capabilities

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

Capability comparison for Data Engineering Tools
Capability	Matillion	Prefect
Core
Tool role	ELT / ingestion	Orchestrator
Processing paradigm	Batch + streaming	Batch
Connectivity
Connector count	150+	Not specified
CDC / log-based replication	✓	-
Transformation
In-warehouse transformation (push-down)	✓	-
dbt-native orchestration	-	✓
Deployment
Self-hosted / open-source available	-	✓
Managed cloud available	✓	✓
Governance
Data lineage / asset catalog	-	✓
Authoring
Python-first authoring	-	✓
Execution
Incremental / partition-aware runs	✓	✓
Quality
Built-in data quality / tests	-	-
Scale
Horizontal scale (distributed executor)	-	✓

Core

Tool role

MatillionELT / ingestion

PrefectOrchestrator

Processing paradigm

MatillionBatch + streaming

PrefectBatch

Connectivity

Connector count

Matillion150+

PrefectNot specified

CDC / log-based replication

Matillion✓

Prefect-

Transformation

In-warehouse transformation (push-down)

Matillion✓

Prefect-

dbt-native orchestration

Matillion-

Prefect✓

Deployment

Self-hosted / open-source available

Matillion-

Prefect✓

Managed cloud available

Matillion✓

Prefect✓

Governance

Data lineage / asset catalog

Matillion-

Prefect✓

Authoring

Python-first authoring

Matillion-

Prefect✓

Execution

Incremental / partition-aware runs

Matillion✓

Prefect✓

Quality

Built-in data quality / tests

Matillion-

Prefect-

Scale

Horizontal scale (distributed executor)

Matillion-

Prefect✓

What each one is

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

Matillion

A data integration and ETL platform designed for cloud data warehouses, featuring 150+ connectors and orchestration capabilities. It combines visual pipeline builder tools with AI-driven automation to build and manage data pipelines, supporting major cloud warehouses like Snowflake, Databricks, BigQuery, and Redshift.

Independently observed

Prefect

Leader

A Python-native workflow automation platform that handles scheduling, retries, caching, and recovery for data pipelines and AI agent workflows, with both cloud-managed and self-hosted execution options.

Independently observed

Pricing

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

Matillion

Subscription

Flexible and transparent pricing that matches your usage

Maia Foundation-
Maia Team-
Maia Context Engine-

as of 2026-08-03verify ↗

Prefect

Leader

from $100/moSubscriptionFree tier

Free Hobby tier. Starter from $100/month. Team per-user monthly pricing. Enterprise custom quote.

HobbyFree
- Workflow scheduling
- Up to 5 deployments
- 500 minutes of Prefect Serverless
- Workflow observability
- Logging & alerting
- +1 more
Starter$100/mo
- All Hobby features
- Up to 20 deployments
- 75 hours of Prefect Serverless
- Bring your own compute
- Webhooks
- +1 more
Team-
- All Starter features
- Up to 100 deployments
- 225 hours of Prefect Serverless
- Service accounts
- 24 hour audit log
EnterpriseContact sales
- All Team features
- SSO (SAML/OIDC)
- RBAC + ACLs
- Multiple workspaces
- Directory Sync (SCIM)
- +2 more

as of 2026-10-05verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Matillion	Prefect
WebPlatforms	✓	✓
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✓	✗
HybridDeployment	✗	✓

Platforms

Web

Matillion✓

Prefect✓

CLI

Matillion✗

Prefect✓

Deployment

Cloud / SaaS

Matillion✓

Prefect✓

Self-hosted

Matillion✓

Prefect✓

On-premise

Matillion✓

Prefect✗

Hybrid

Matillion✗

Prefect✓

Integrations

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

In common (1)

Snowflake

Matillion

7 total - 6 not shared

Google BigQuery
Amazon Redshift
Microsoft Azure Synapse
Databricks
BigQuery
Redshift

Independently observed

Prefect

Leader

14 total - 13 not shared

Pydantic AI
OpenAI
AWS Secrets Manager
HashiCorp Vault
dbt
Slack
Redis
Kubernetes
Amazon ECS
Docker
Google Cloud Run
GitHub
AWS

Independently observed

Still deciding?

Matillion or Prefect: 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.