Dagster vs LabArchives
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Dagster offers fewer features (41 vs 60) and more integrations (10 vs 8). Starting price: Dagster at $10/mo vs LabArchives at $2.92/mo. Dagster has 41 unique features while LabArchives has 60 unique features, with 0 features in common.
| Dagster | LabArchives | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 41 | 60 |
| AI-Powered Features | 4 | 0 |
| Starting Price | $10/mo | $2.92/mo |
| Pricing Tiers | 4 | 12 |
| Integrations | 10 | 8 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 85% | 90% |
Feature Comparison by Category
AI/ML (3 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Access Control (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| Permissioned Sharing |
Administration (0 vs 4)
| Feature | Dagster | LabArchives |
|---|---|---|
| Advanced Settings and Controls | ||
| Configure Multiple Organizations | ||
| Institution-Wide Management | ||
| Multiple Admin Roles |
Audit & Compliance (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| Activity Tracking |
Automation (1 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Event-based Automations |
Backup & Recovery (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| External Backup |
Collaboration (0 vs 2)
| Feature | Dagster | LabArchives |
|---|---|---|
| Protocol Sharing | ||
| Real-Time Collaboration |
Compliance (1 vs 11)
| Feature | Dagster | LabArchives |
|---|---|---|
| 21 CFR Part 11 Compliance | ||
| FedRAMP Authorization | ||
| GDPR Compliance | ||
| HIPAA Compliance | ||
| ISO 27001 Compliance | ||
| NIH Data Management Support | ||
| NIST 800-171 Compliance | ||
| NIST 800-53 Compliance | ||
| SOC 2 Type II & HIPAA Compliance | ||
| SOC2 Compliance | ||
| Sign Page | ||
| Witness and Review |
Cost Management (1 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Customization (0 vs 3)
| Feature | Dagster | LabArchives |
|---|---|---|
| Branding and Co-branding | ||
| Custom Applications and Widgets | ||
| Custom Templates |
Data Governance (6 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (1 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| ETL & ELT Pipelines |
Data Management (0 vs 2)
| Feature | Dagster | LabArchives |
|---|---|---|
| Data Integration | ||
| Electronic Lab Notebook (ELN) |
Data Processing (3 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Backfills | ||
| Data Transformation | ||
| Partitions |
Data Quality (2 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Deployment (4 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
Development (1 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Local Dev Workflow |
Education (0 vs 3)
| Feature | Dagster | LabArchives |
|---|---|---|
| Course Content Management | ||
| Distance Learning Support | ||
| ELN for Education |
Integration (1 vs 2)
| Feature | Dagster | LabArchives |
|---|---|---|
| Developer API | ||
| External File Linking | ||
| Integration with dbt Tests |
Inventory Tracking (0 vs 8)
| Feature | Dagster | LabArchives |
|---|---|---|
| Custom Storage Locations | ||
| Inventory Categories | ||
| Inventory Management | ||
| Link Reagents to Experiments | ||
| Parent/Child Item Relationships | ||
| Search by Hazards | ||
| Search by Site Locations | ||
| Site-wide Customizations |
Monitoring (7 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Orchestration (2 vs 0)
| Feature | Dagster | LabArchives |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Pricing (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| User Quantity Discounts |
Reliability (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| Uptime Guarantee |
Reporting (0 vs 2)
| Feature | Dagster | LabArchives |
|---|---|---|
| Advanced Security and Usage Reports | ||
| Usage Reports and Metrics |
Research Management (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| DOI Creation |
Resource Management (0 vs 4)
| Feature | Dagster | LabArchives |
|---|---|---|
| Application Configuration | ||
| Define Schedules | ||
| Scheduler | ||
| Unlimited Schedules |
Scientific Tools (0 vs 3)
| Feature | Dagster | LabArchives |
|---|---|---|
| Chemical Sketches | ||
| DNA File Browsing | ||
| Image Annotation |
Security (5 vs 4)
| Feature | Dagster | LabArchives |
|---|---|---|
| Audit Logs | ||
| Complex Password Requirements | ||
| Data Encryption | ||
| Page Locking | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML SSO | ||
| SAML Sync | ||
| SSO & SCIM |
Storage (0 vs 1)
| Feature | Dagster | LabArchives |
|---|---|---|
| Large File Upload |
Support (3 vs 3)
| Feature | Dagster | LabArchives |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| Dedicated Success Manager | ||
| Personalized Onboarding Support | ||
| Premium Support | ||
| Priority Support | ||
| Service Level Agreement |
Training (0 vs 2)
| Feature | Dagster | LabArchives |
|---|---|---|
| Onboarding and Training | ||
| Regularly Scheduled Training |
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
Only in LabArchives (60)
Permissioned Sharing
Advanced Settings and Controls
Configure Multiple Organizations
Institution-Wide Management
Multiple Admin Roles
Activity Tracking
External Backup
Protocol Sharing
Real-Time Collaboration
21 CFR Part 11 Compliance
FedRAMP Authorization
GDPR Compliance
HIPAA Compliance
ISO 27001 Compliance
NIH Data Management Support
NIST 800-171 Compliance
NIST 800-53 Compliance
Sign Page
SOC2 Compliance
Witness and Review
+ 40 more unique features
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