Apify vs Dagster
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Apify offers more features (47 vs 41) and more integrations (16 vs 10). Starting price: Apify at $29/mo vs Dagster at $10/mo. Apify has 47 unique features while Dagster has 41 unique features, with 0 features in common.
| Apify | Dagster | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 47 | 41 |
| AI-Powered Features | 3 | 4 |
| Starting Price | $29/mo | $10/mo |
| Pricing Tiers | 5 | 4 |
| Integrations | 16 | 10 |
| Shared Features | 0 | |
| Shared Integrations | 2 | |
| Data Quality | 85% | 85% |
Feature Comparison by Category
AI Integration (2 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| LangChain Integration | ||
| LlamaIndex Integration |
AI/ML (0 vs 3)
| Feature | Apify | Dagster |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Automation (0 vs 1)
| Feature | Apify | Dagster |
|---|---|---|
| Event-based Automations |
Business Data Scraping (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Google Maps Scraper |
Community (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Developer Community |
Compliance (0 vs 1)
| Feature | Apify | Dagster |
|---|---|---|
| SOC 2 Type II & HIPAA Compliance |
Cost Management (0 vs 1)
| Feature | Apify | Dagster |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Data Governance (0 vs 6)
| Feature | Apify | Dagster |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (0 vs 1)
| Feature | Apify | Dagster |
|---|---|---|
| ETL & ELT Pipelines |
Data Management (3 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Data Export | ||
| Data Transfer | ||
| Request Queue |
Data Processing (0 vs 3)
| Feature | Apify | Dagster |
|---|---|---|
| Backfills | ||
| Data Transformation | ||
| Partitions |
Data Quality (0 vs 2)
| Feature | Apify | Dagster |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Data Storage (2 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Dataset Storage | ||
| Key-Value Store |
Deployment (0 vs 4)
| Feature | Apify | Dagster |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
Development (2 vs 1)
| Feature | Apify | Dagster |
|---|---|---|
| Code Templates | ||
| Custom Actor Development | ||
| Local Dev Workflow |
Development Tools (2 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| JavaScript SDK | ||
| Python SDK |
E-commerce Scraping (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Amazon Scraper |
Education (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Web Scraping Academy |
Framework Integration (7 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| BeautifulSoup Support | ||
| Cheerio Support | ||
| Crawlee Library | ||
| Playwright Support | ||
| Puppeteer Support | ||
| Scrapy Support | ||
| Selenium Support |
Infrastructure (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Cloud Deployment |
Integration (1 vs 1)
| Feature | Apify | Dagster |
|---|---|---|
| API Integration | ||
| Integration with dbt Tests |
Marketplace (2 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Actor Marketplace | ||
| Rented Actors |
Monitoring (0 vs 7)
| Feature | Apify | Dagster |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Orchestration (0 vs 2)
| Feature | Apify | Dagster |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Performance (2 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Actor RAM | ||
| Concurrent Runs |
Proxy Services (4 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Apify Proxy | ||
| Datacenter Proxies | ||
| Residential Proxies | ||
| SERPs Proxy |
Reliability (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Uptime SLA |
Security (0 vs 5)
| Feature | Apify | Dagster |
|---|---|---|
| Audit Logs | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM |
Security & Admin (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Single Sign-On |
Security & Compliance (3 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| CCPA Compliance | ||
| GDPR Compliance | ||
| SOC2 Compliance |
Services (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Professional Services |
Social Media Scraping (3 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Facebook Posts Scraper | ||
| Instagram Scraper | ||
| TikTok Scraper |
Special Programs (3 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Apify for Nonprofits | ||
| Apify for Startups | ||
| Apify for Universities |
Support (2 vs 3)
| Feature | Apify | Dagster |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| Personal Training | ||
| Personalized Onboarding Support | ||
| Premium Support | ||
| Priority Support |
Web Crawling (1 vs 0)
| Feature | Apify | Dagster |
|---|---|---|
| Website Content Crawler |
Unique Features
Only in Apify (47)
LangChain Integration
LlamaIndex Integration
Google Maps Scraper
Developer Community
Data Export
Data Transfer
Request Queue
Dataset Storage
Key-Value Store
Code Templates
Custom Actor Development
JavaScript SDK
Python SDK
Amazon Scraper
Web Scraping Academy
BeautifulSoup Support
Cheerio Support
Crawlee Library
Playwright Support
Puppeteer Support
+ 27 more unique features
Only in Dagster (41)
AI & ML Workflows
Ask-AI
Compass - AI Data Analyst
Event-based Automations
SOC 2 Type II & HIPAA Compliance
Cost Tracking for BigQuery and Snowflake
Asset Metadata in UI
Asset-level Lineage
Catalog Focus-mode
Catalog Search
Column-level Lineage
Data Catalog & Lineage
ETL & ELT Pipelines
Backfills
Data Transformation
Partitions
Asset Freshness Checks
Asset Quality Checks
Branch Deployments
Flexible Deployment Options
+ 21 more unique features
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