Elastic vs Google Cloud Dataflow
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Elastic offers more features (47 vs 37) and more integrations (30 vs 16). Starting price: Elastic at $99/mo vs Google Cloud Dataflow at Free. Elastic has 47 unique features while Google Cloud Dataflow has 37 unique features, with 0 features in common.
| Elastic | Google Cloud Dataflow | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 47 | 37 |
| AI-Powered Features | 4 | 8 |
| Starting Price | $99/mo | Free |
| Pricing Tiers | 5 | 6 |
| Integrations | 30 | 16 |
| Shared Features | 0 | |
| Shared Integrations | 5 | |
| Data Quality | 73% | 85% |
Feature Comparison by Category
AI/ML (3 vs 5)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Anomaly Detection | ||
| Dataflow ML | ||
| Forecasting | ||
| MLTransform | ||
| Machine Learning | ||
| RunInference | ||
| Streaming AI and ML | ||
| Vertex AI Integration |
Analytics (4 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Aggregations | ||
| Canvas | ||
| Dashboards & Visualizations | ||
| Real-time Streaming Analytics | ||
| Reporting |
Billing (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Resource-Based Billing |
Cost Optimization (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Flexible Resource Scheduling (FlexRS) |
Data Collection (2 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Beats | ||
| Elastic Agent |
Data Ingestion (1 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Bulk API |
Data Integration (0 vs 3)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Multi-destination Writing | ||
| Real-time ETL and Data Integration | ||
| Reverse ETL |
Data Management (7 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Cross-Cluster Replication | ||
| Cross-Cluster Search | ||
| Data Tiering | ||
| Fleet | ||
| Index Lifecycle Management (ILM) | ||
| Multi-Tenancy | ||
| Snapshot & Restore |
Data Pipeline (3 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Enrichment Processors | ||
| Ingest Pipelines | ||
| Logstash |
Data Processing (0 vs 3)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Apache Beam SDK Support | ||
| Dataflow Shuffle | ||
| Multimodal Data Processing |
Development (0 vs 2)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| UDF Builder | ||
| Vertex AI Notebooks Integration |
Governance (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow Audit Logging |
Infrastructure (0 vs 2)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Persistent Disk Support | ||
| Snapshot Support |
Integration (2 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Connector Framework | ||
| Elasticsearch Connector |
Monitoring (0 vs 5)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Data Sampling | ||
| Dataflow Insights | ||
| Job Cost Monitoring | ||
| Rich Monitoring UI | ||
| Straggler Detection |
Observability (5 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| APM (Application Performance Monitoring) | ||
| Alerting | ||
| Log Analytics | ||
| Metrics Monitoring | ||
| Watch (Alerting Rules) |
Organization (1 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Kibana Spaces |
Performance (0 vs 2)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow GPU Support | ||
| Streaming Engine |
Premium Service (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow Prime |
Scalability (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Autoscaling |
Search (4 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Advanced Searching | ||
| Full-Text Search | ||
| SQL Support | ||
| Saved Queries |
Security (13 vs 4)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| API Keys & Tokens | ||
| Audit Logging | ||
| Case Management | ||
| Cloud Security | ||
| Confidential VM Support | ||
| Custom Rules Engine | ||
| Customer Managed Encryption Keys (CMEK) | ||
| Encryption at Rest & in Transit | ||
| Endpoint Security | ||
| Public IP Disable Option | ||
| Response Actions | ||
| Role-Based Access Control (RBAC) | ||
| SIEM (Security Information Event Management) | ||
| Security Analytics | ||
| Threat Intelligence |
Templates (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow Templates |
UI/Development (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow Job Builder |
Use Case (0 vs 3)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Clickstream Analytics | ||
| Real-time Log Replication and Analytics | ||
| Real-time Marketing Intelligence |
Visualization (2 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Canvas Workpads | ||
| Maps |
Unique Features
Only in Elastic (47)
Anomaly Detection
Forecasting
Machine Learning
Aggregations
Canvas
Dashboards & Visualizations
Reporting
Beats
Elastic Agent
Bulk API
Cross-Cluster Replication
Cross-Cluster Search
Data Tiering
Fleet
Index Lifecycle Management (ILM)
Multi-Tenancy
Snapshot & Restore
Enrichment Processors
Ingest Pipelines
Logstash
+ 27 more unique features
Only in Google Cloud Dataflow (37)
Dataflow ML
MLTransform
RunInference
Streaming AI and ML
Vertex AI Integration
Real-time Streaming Analytics
Resource-Based Billing
Flexible Resource Scheduling (FlexRS)
Multi-destination Writing
Real-time ETL and Data Integration
Reverse ETL
Apache Beam SDK Support
Dataflow Shuffle
Multimodal Data Processing
UDF Builder
Vertex AI Notebooks Integration
Dataflow Audit Logging
Persistent Disk Support
Snapshot Support
Data Sampling
+ 17 more unique features
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