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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Matillion50

★Prefect70

Attribute comparison across 2 tools
Attribute	Matillion	PrefectLeader
Vioscale score	50 / 100low · 39%updating	70 / 100high · 76%updating
Pricing
Free tierpricing.free_tier	-	✓
Modelpricing.model	commercial	commercial
Price levelpricing.price_level	unknown	high
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	4	5
Security
Disclosure policysecurity.disclosure_policy	✓	-
Gdprsecurity.gdpr	-	✓
Hipaasecurity.hipaa	-	✓
Scorecardsecurity.scorecard	-	6.9
Soc2security.soc2	-	✓
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	-	99.99
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	-	767
Github starsadoption.github_stars	-	23,691
Package downloads weeklyadoption.package_downloads_weekly	-	2,710,819
Activity
Commits last 30dactivity.commits_last_30d	-	100
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

Score

Vioscale score

Matillion50 / 100low · 39%updating

Prefect70 / 100high · 76%updating

Pricing

Free tier

Matillion–

Prefect✓

Model

Matillioncommercial

Prefectcommercial

Price level

Matillionunknown

Prefecthigh

Transparent

Matillion✓

Prefect✓

Integrations

Count

Matillion4

Prefect5

Security

Disclosure policy

Matillion✓

Prefect–

Gdpr

Matillion–

Prefect✓

Hipaa

Matillion–

Prefect✓

Scorecard

Matillion–

Prefect6.9

Soc2

Matillion–

Prefect✓

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–

Prefect99.99

Status page

Matillion✓

Prefect✓

Adoption

Dependent repos

Matillion–

Prefect767

Github stars

Matillion–

Prefect23,691

Package downloads weekly

Matillion–

Prefect2,710,819

Activity

Commits last 30d

Matillion–

Prefect100

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

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	-	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

Matillion-

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 platform that helps data teams build and manage data pipelines more efficiently using cloud computing and AI automation, designed to accelerate data analytics and AI workflows at scale.

Independently observed

Prefect

Leader

A workflow orchestration platform that enables teams to build resilient automated processes using Python, with features like automatic retries, state tracking, and run observability. Supports flexible deployment options ranging from managed cloud infrastructure to self-hosted environments on Kubernetes or user-provided compute.

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 tier. Starter from $100/mo. Team at $100/user/mo. Enterprise custom pricing.

HobbyFree
- workflow scheduling
- workflow observability
- logging & alerting
Starter$100/mo
- bring your own compute
- webhooks
- API access
Team$100/user/mo
- service accounts
- audit logging
- team collaboration
EnterpriseContact sales
- SSO (SAML/OIDC)
- RBAC with object-level ACLs
- multiple workspaces
- directory sync (SCIM)
- IP allowlisting
- +1 more

as of 2026-08-14verify ↗

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	✗	✓
HybridDeployment	✗	✓

Platforms

Web

Matillion✓

Prefect✓

CLI

Matillion✗

Prefect✓

Deployment

Cloud / SaaS

Matillion✓

Prefect✓

Self-hosted

Matillion✗

Prefect✓

Hybrid

Matillion✗

Prefect✓

Integrations

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

Matillion

4 total

Snowflake
Google BigQuery
Amazon Redshift
Microsoft Azure Synapse

Independently observed

Prefect

Leader

5 total

Pydantic AI
OpenAI
AWS Secrets Manager
HashiCorp Vault
dbt

Independently observed

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