Detailed comparison across 10 dimensions
Winner: Deep Lake
Deep Lake clearly comes out ahead of Zilliz on Staquest's weighted six-dimension score. Both offer a free tier.
| Overview | ||
|---|---|---|
| Type | ai tool | ai tool |
| Company | Activeloop | Zilliz |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | DevelopmentData & AnalyticsEducation & EdTechAI & Machine Learning | DevelopmentData & AnalyticsAI & Machine LearningSaaS & Cloud |
| Categories | database | database |
| Website | Visit | Visit |
Deep Lake
freemium
usage based
custom
usage based
usage based
custom
| Feature | deep-lake | zilliz |
|---|---|---|
| Availability 1 Zone | ||
| 2.5M Vcus Per Month Included | ||
| Availability 2+ Zones | ||
| 5 Gb Storage | ||
| Backups Custom + Export To Your Cloud | ||
| 99.95% Uptime Sla | ||
| Backups Daily, 1-Day Retention | ||
| Advanced Security: Cmek And Full-Path In-Transit Encryption | ||
| Backups Daily, Configurable | ||
| Audit Logs, Sso (Saml 2.0 Based), Granular Rbac | ||
| Gpu Memory 8-16 Gb | ||
| Backup, Restore, And Basic Monitoring | ||
| Gpu Memory Configurable | ||
| Built-In Encryption For Data In Transit And At Rest | ||
| Security Sso (Google/Microsoft), Mfa | ||
| Enterprise Support Included | ||
| Security+ Private Networking, S3 Role Access | ||
| Fully Managed Vector Databases With Core Apis | ||
| Security+ Saml Sso, Hipaa, Soc2, Cmek | ||
| Global Cluster With High-Level Availability And Disaster Recovery | ||
| Storage Unlimited | ||
| Hipaa-Eligible With Enhanced Data Privacy Features | ||
| Storage Up To 500 Gb | ||
| Multi-Replica And Elastic Scaling | ||
| Support 1 Business Day Response | ||
| Priority Support And Rapid Incident Response | ||
| Support 1-Hour Response (24X7 Sev1) | ||
| Private Endpoint And Vpc Peering | ||
| Support 30-Min Response + Named Engineer | ||
| Up To 5 Collections |
Showing 30 of 30 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Deep Lake comes out ahead overall, though Zilliz can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Both Deep Lake and Zilliz offer a free tier.
Deep Lake scores higher on pricing value in Staquest's analysis. It is the highest-weighted dimension in this comparison.
Deep Lake is open source. The feature comparison and dimension scores above cover the full breakdown.
