vioscaleAI
Comparison

Pipedream vs Prefect

On the evidence we track, Pipedream leads this comparison with a composite score of 77/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Pipedream full profile →Prefect full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Pipedream77
Prefect70
Score
vioscaleAI score
Pipedream77 / 100medium · 70%
Prefect70 / 100high · 76%
Pricing
Free tier
Pipedream✓
Prefect✓
Model
Pipedreamfree
Prefectfreemium
Price level
Pipedreamfree
Prefecthigh
Starting price
Pipedream–
Prefect$100
Transparent
Pipedream✗
Prefect✓
Integrations
Count
Pipedream3,000
Prefect6
Security
Certifications
Disclosure policy
Pipedream–
Prefect✓
Gdpr
Pipedream✓
Prefect✓
Hipaa
Pipedream✓
Prefect✓
Scorecard
Pipedream–
Prefect6.9
Soc2
Pipedream✓
Prefect✓
Trust center
Vulnerabilities
Reliability
Sla pct
Pipedream99.95
Prefect99.9
Status page
Pipedream✓
Prefect✓
Adoption
Dependent repos
Pipedream–
Prefect767
Github stars
Pipedream–
Prefect23,966
Package downloads weekly
Pipedream–
Prefect2,710,819
Activity
Commits last 30d
Pipedream–
Prefect98
Release
Cadence days
Pipedream–
Prefect1
History
Pipedream–
Prefect20 items
License
Spdx
Pipedream–
PrefectApache-2.0
Language
Primary
Pipedream–
PrefectPython
Market
Availability
Content
Faq
Pipedream6 items
Prefect7 items

Features

The capabilities each product documents. These tools do not share a category taxonomy, so this aligns what each vendor states rather than a normalised feature set.

Declared feature comparison
FeaturePipedreamPrefect
Ai steps✓-
App builder✓-
Code steps✓-
Connector count-Not specified
Custom http connector✓-
Dbt native-✓
Distributed executor-✓
Free tier✓-
Hostingboth-
Incremental runs-✓
Lineage-✓
Managed cloud-✓
Paradigm-batch
Prebuilt connectors3,000+ apps with pre-built triggers and actions-
Pricing metricconsumption-
Python first-✓
Rbac audit✓-
Role-orchestrator
Self hosted oss-✓
Visual builder✓-

What each one is

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

Pipedream

Leader

A managed platform that handles OAuth authentication for thousands of APIs and offers pre-built integrations, enabling developers to quickly add thousands of integrations to AI agents, workflows, and applications without managing credentials or OAuth flows.

Independently observed

Prefect

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.

Pipedream

Leader
from $2/moSubscriptionFree tier

From $29/mo (Basic). Free tier available.

  • FreeFree
    • 100 credits/mo
    • 1M AI tokens
    • 3 active workflows
    • 3 connected accounts
    • Unlimited workflow testing
    • +2 more
  • Basic$29/mo ($348/year)
    • 2,000 credits/mo
    • 20M AI tokens
    • 10 active workflows
    • 5 connected accounts
    • 3,000+ integrated apps
    • +1 more
  • Advanced$49/mo ($588/year)
    • 2,000 credits/mo
    • 50M AI tokens
    • Unlimited workflows
    • Unlimited connected accounts
    • Control flow operators
    • +4 more
  • Connect$99/mo ($1,188/year) + $2 per additional external user
    • 10,000 credits/mo
    • Pipedream Connect in production
    • Auth for 100 external users
    • Custom OAuth clients
    • API Proxy
    • +3 more
  • BusinessContact sales
    • Volume pricing
    • Custom invoicing
    • Priority integration development
    • Dedicated support in Slack
    • Support for HIPAA workloads
    • +6 more
as of verify ↗

Prefect

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 verify ↗

Platform & deployment

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

Platforms
Web
Pipedream✓
Prefect✓
CLI
Pipedream✓
Prefect✓
Deployment
Cloud / SaaS
Pipedream✓
Prefect✓
Self-hosted
Pipedream✗
Prefect✓
Hybrid
Pipedream✗
Prefect✓

Integrations

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

In common (5)
  • Slack
  • GitHub
  • Snowflake
  • AWS
  • OpenAI

Pipedream

Leader
22 total - 17 not shared
  • Google Sheets
  • Google Drive
  • Gmail
  • Linear
  • Notion
  • Shopify
  • Supabase
  • Anthropic
  • Airtable
  • Amazon S3
  • RSS
  • HTTP
  • Email
  • Salesforce
  • Stripe
  • HubSpot
  • Zapier
Independently observed

Prefect

14 total - 9 not shared
  • Pydantic AI
  • AWS Secrets Manager
  • HashiCorp Vault
  • dbt
  • Redis
  • Kubernetes
  • Amazon ECS
  • Docker
  • Google Cloud Run
Independently observed
Still deciding?

Pipedream 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.