vioscaleAI
Comparison

Deep Lake vs NucliaDB

No clear leader: Deep Lake (59.5) and NucliaDB (55.8) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Deep Lake full profile →NucliaDB full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Deep Lake60
NucliaDB56
Score
vioscaleAI score
Deep Lake60 / 100low · 38%
NucliaDB56 / 100medium · 51%
Pricing
Free tier
Deep Lake✓
NucliaDB✓
Model
Deep Lakecommercial
NucliaDBcommercial
Price level
Deep Lakelow
NucliaDBhigh
Transparent
Deep Lake✓
NucliaDB✓
Integrations
Count
Deep Lake3
NucliaDB1
Security
Gdpr
Deep Lake✓
NucliaDB✓
Iso27001
Deep Lake–
NucliaDB✓
Soc2
Deep Lake–
NucliaDB✓
Vulnerabilities
Reliability
Status page
Deep Lake✓
NucliaDB–
Adoption
Dependent repos
Deep Lake1,384
NucliaDB–
Github stars
Deep Lake9,251
NucliaDB–
Package downloads weekly
Deep Lake22,561
NucliaDB–
Release
Cadence days
Deep Lake11
NucliaDB–
History
Deep Lake20 items
NucliaDB–
License
Spdx
Deep LakeApache-2.0
NucliaDB–
Language
Primary
Deep LakeC++
NucliaDB–
Market
Availability
Deep LakeAvailable worldwide
NucliaDB–
Content
Faq
Deep Lake6 items
NucliaDB5 items

Capabilities

Feature-by-feature on the axes that matter for vector databases. “-” means undocumented, not absent.

Deployment
Deployment
Deep LakeManaged
NucliaDBManaged
Serverless / consumption pricing
Deep Lake✓
NucliaDB✗
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
Deep Lake-
NucliaDB-
Distance metrics (cosine / dot / Euclidean)
Deep Lake-
NucliaDB-
Query
Metadata filtering
Deep Lake-
NucliaDB-
Hybrid search (dense + sparse fusion)
Deep Lake✓
NucliaDB✓
Built-in BM25 / lexical
Deep Lake✓
NucliaDB-
Storage
Quantization
Deep Lake-
NucliaDB-
On-disk vs in-memory
Deep LakeTiered
NucliaDBDisk-backed
Scale
Multi-tenancy (namespaces / collections / tenants)
Deep Lake-
NucliaDB✓
Horizontal scale
Deep Lake-
NucliaDBSharded / distributed
Consistency
Consistency
Deep Lake-
NucliaDB-
Licensing
Licence class
Deep LakeSource-available
NucliaDBProprietary
Classification
Purpose-built vs feature-of-parent
Deep LakeDedicated DBMS
NucliaDBDedicated DBMS

What each one is

The product in its own terms, so the numbers below have context.

Deep Lake

A platform for storing and indexing diverse data types to enable searching and retrieval in AI-driven applications, with comprehensive data type support and indexing capabilities.

Independently observed

NucliaDB

Progress Agentic RAG is a RAG-as-a-Service platform providing a centralized agentic knowledge layer for building AI experiences with enterprise-scale governance, compliance, and multi-agent capabilities.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Deep Lake

from $99/moHybridFree tier7-day trial

From $99/seat/month (Team) or pay-as-you-go Basic with $15 credit. 7-day free trial available.

  • BasicFree
    • Pay as you go compute
    • Daily backups with 1-day retention
    • SSO (Google/Microsoft)
    • MFA
    • 1 business day support
  • Team$99/seat/month, 7-day free trial
    • 1M traces/month per seat
    • 10M queries/month per seat
    • Daily backups with 1-day retention
    • SSO (Google/Microsoft)
    • MFA
    • +2 more
  • EnterpriseContact sales
as of verify ↗

NucliaDB

from $700/moSubscriptionFree tier14-day trial

From $700/month. 14-day free trial available.

  • Starter$700/month
    • RAG
    • Q&A
    • Community support
  • Pro$1,925/month
    • RAG
    • Q&A
    • AI classification
    • Generative search
    • AI Assistant
    • +2 more
  • EnterpriseContact sales
    • RAG
    • Q&A
    • AI classification
    • Generative search
    • AI Assistant
    • +4 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Deep Lake✓
NucliaDB✓
Deployment
Cloud / SaaS
Deep Lake✓
NucliaDB✓
Self-hosted
Deep Lake✓
NucliaDB✗
Hybrid
Deep Lake✓
NucliaDB✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Deep Lake

4 total
  • LangChain
  • LlamaIndex
  • Weights & Biases
  • PostgreSQL
Independently observed

NucliaDB

1 total
  • AWS Marketplace
Independently observed
Still deciding?

Deep Lake or NucliaDB: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.