Apify vs IBM DataStage
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Apify offers more features (47 vs 20) and more integrations (16 vs 6). Starting price: Apify at $29/mo vs IBM DataStage at $1.75/mo. Apify has 46 unique features while IBM DataStage has 19 unique features, with 1 features in common.
| Apify | IBM DataStage | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 47 | 20 |
| AI-Powered Features | 3 | 1 |
| Starting Price | $29/mo | $1.75/mo |
| Pricing Tiers | 5 | 4 |
| Integrations | 16 | 6 |
| Shared Features | 1 | |
| Shared Integrations | 0 | |
| Data Quality | 85% | 70% |
Feature Comparison by Category
AI (0 vs 1)
| Feature | Apify | IBM DataStage |
|---|---|---|
| AI Pipeline Assistant |
AI Integration (2 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| LangChain Integration | ||
| LlamaIndex Integration |
Business Data Scraping (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Google Maps Scraper |
Community (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Developer Community |
Data Access (0 vs 1)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Virtualization Sources |
Data Management (3 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Data Export | ||
| Data Transfer | ||
| Request Queue |
Data Processing (0 vs 5)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Batch Processing | ||
| Data Replication | ||
| Data Transformation | ||
| ETL/ELT Flexibility | ||
| Real-Time Streaming |
Data Quality (0 vs 3)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Data Cleansing and Enrichment | ||
| Data Quality Monitoring and Validation | ||
| IBM Address Verification Interface (AVI) |
Data Storage (2 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Dataset Storage | ||
| Key-Value Store |
Developer Tools (0 vs 1)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Python SDK |
Development (2 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Code Templates | ||
| Custom Actor Development |
Development Tools (2 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| JavaScript SDK | ||
| Python SDK |
E-commerce Scraping (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Amazon Scraper |
Education (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Web Scraping Academy |
Framework Integration (7 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| BeautifulSoup Support | ||
| Cheerio Support | ||
| Crawlee Library | ||
| Playwright Support | ||
| Puppeteer Support | ||
| Scrapy Support | ||
| Selenium Support |
Governance (0 vs 2)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Metadata Management | ||
| Observability and Lineage |
Infrastructure (1 vs 4)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Automatic Load Balancing and Elastic Scaling | ||
| Cloud Deployment | ||
| In-Place Upgrades and IBM Cloud Pak Services | ||
| Multicloud and Hybrid Cloud Support | ||
| Remote Engine |
Integration (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| API Integration |
Marketplace (2 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Actor Marketplace | ||
| Rented Actors |
Performance (2 vs 2)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Actor RAM | ||
| Concurrent Runs | ||
| ELT Pushdown Compiler | ||
| Parallel Processing |
Proxy Services (4 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Apify Proxy | ||
| Datacenter Proxies | ||
| Residential Proxies | ||
| SERPs Proxy |
Reliability (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Uptime SLA |
Security & Admin (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Single Sign-On |
Security & Compliance (3 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| CCPA Compliance | ||
| GDPR Compliance | ||
| SOC2 Compliance |
Services (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Professional Services |
Social Media Scraping (3 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Facebook Posts Scraper | ||
| Instagram Scraper | ||
| TikTok Scraper |
Special Programs (3 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Apify for Nonprofits | ||
| Apify for Startups | ||
| Apify for Universities |
Support (2 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Personal Training | ||
| Priority Support |
User Experience (0 vs 1)
| Feature | Apify | IBM DataStage |
|---|---|---|
| No-Code/Low-Code/Pro-Code Options |
Web Crawling (1 vs 0)
| Feature | Apify | IBM DataStage |
|---|---|---|
| Website Content Crawler |
Unique Features
Only in Apify (46)
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
Amazon Scraper
Web Scraping Academy
BeautifulSoup Support
Cheerio Support
Crawlee Library
Playwright Support
Puppeteer Support
Scrapy Support
+ 26 more unique features
Only in IBM DataStage (19)
AI Pipeline Assistant
Virtualization Sources
Batch Processing
Data Replication
Data Transformation
ETL/ELT Flexibility
Real-Time Streaming
Data Cleansing and Enrichment
Data Quality Monitoring and Validation
IBM Address Verification Interface (AVI)
Metadata Management
Observability and Lineage
Automatic Load Balancing and Elastic Scaling
In-Place Upgrades and IBM Cloud Pak Services
Multicloud and Hybrid Cloud Support
Remote Engine
ELT Pushdown Compiler
Parallel Processing
No-Code/Low-Code/Pro-Code Options
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