Elastic vs Google Cloud Dataflow
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Elastic offers fewer features (20 vs 37) and fewer integrations (10 vs 16). Starting price: Elastic at Contact Sales vs Google Cloud Dataflow at Free. Elastic has 20 unique features while Google Cloud Dataflow has 37 unique features, with 0 features in common.
| Elastic | Google Cloud Dataflow | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 20 | 37 |
| AI-Powered Features | 10 | 8 |
| Starting Price | Contact Sales | Free |
| Pricing Tiers | 7 | 6 |
| Integrations | 10 | 16 |
| Shared Features | 0 | |
| Shared Integrations | 1 | |
| Data Quality | 75% | 85% |
Feature Comparison by Category
AI (2 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Agentic AI | ||
| Jina Embedding Models |
AI/ML (0 vs 5)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow ML | ||
| MLTransform | ||
| RunInference | ||
| Streaming AI and ML | ||
| Vertex AI Integration |
Agentic AI (1 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Agent Builder |
Analytics (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Real-time Streaming Analytics |
Automation (1 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Elastic Workflows |
Billing (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Resource-Based Billing |
Compliance (1 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| FedRamp Compliance |
Cost Optimization (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Flexible Resource Scheduling (FlexRS) |
Data Integration (0 vs 3)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Multi-destination Writing | ||
| Real-time ETL and Data Integration | ||
| Reverse ETL |
Data Processing (0 vs 3)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Apache Beam SDK Support | ||
| Dataflow Shuffle | ||
| Multimodal Data Processing |
Deployment (3 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Elastic Cloud Hosted | ||
| Elastic Cloud Serverless | ||
| Self-managed Deployment |
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 (1 vs 2)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Multi-cloud Support | ||
| Persistent Disk Support | ||
| Snapshot Support |
Monitoring (0 vs 5)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Data Sampling | ||
| Dataflow Insights | ||
| Job Cost Monitoring | ||
| Rich Monitoring UI | ||
| Straggler Detection |
Observability (2 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| AutoOps | ||
| Elastic Observability |
Performance (1 vs 2)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow GPU Support | ||
| GPU-Accelerated Vector Search | ||
| 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 |
|---|---|---|
| AI and Machine Learning Enabled Search | ||
| Cross Project Search | ||
| Elasticsearch | ||
| Search AI Platform |
Security (3 vs 4)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Bring Your Own Key | ||
| Confidential VM Support | ||
| Customer Managed Encryption Keys (CMEK) | ||
| Elastic Security | ||
| Public IP Disable Option | ||
| Traffic Filtering | ||
| VPC Service Controls Integration |
Templates (0 vs 1)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Dataflow Templates |
Transparency (1 vs 0)
| Feature | Elastic | Google Cloud Dataflow |
|---|---|---|
| Public Roadmap |
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 |
Unique Features
Only in Elastic (20)
Agent Builder
Agentic AI
Jina Embedding Models
Elastic Workflows
FedRamp Compliance
Elastic Cloud Hosted
Elastic Cloud Serverless
Self-managed Deployment
Multi-cloud Support
AutoOps
Elastic Observability
GPU-Accelerated Vector Search
AI and Machine Learning Enabled Search
Cross Project Search
Elasticsearch
Search AI Platform
Bring Your Own Key
Elastic Security
Traffic Filtering
Public Roadmap
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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