Comparison

Deep Lake vs LanceDB

No clear leader: Deep Lake (59.5) and LanceDB (58.5) 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 →LanceDB full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

Deep Lake60

LanceDB59

Attribute comparison across 2 tools
Attribute	Deep Lake	LanceDB
vioscaleAI score	60 / 100low · 38%	59 / 100medium · 53%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	open_source
Price levelpricing.price_level	low	free
Transparentpricing.transparent	✓	-
Integrations
Countintegrations.count	3	15
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	-	✓
Soc2security.soc2	-	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=deeplake&per_page=100 · Last 12m: 0	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=lancedb&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	1,384	453
Github starsadoption.github_stars	9,251	11,663
Package downloads weeklyadoption.package_downloads_weekly	22,561	1,423,043
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Cadence daysrelease.cadence_days	11	-
Historyrelease.history	20 items	20 items
License
Spdxlicense.spdx	Apache-2.0	Apache-2.0
Language
Primarylanguage.primary	C++	Rust
Market
Availabilitymarket.availability	Available worldwide	Available worldwide
Content
Faqcontent.faq	6 items	6 items

Score

vioscaleAI score

Deep Lake60 / 100low · 38%

LanceDB59 / 100medium · 53%

Pricing

Free tier

Deep Lake✓

LanceDB✓

Model

Deep Lakecommercial

LanceDBopen_source

Price level

Deep Lakelow

LanceDBfree

Transparent

Deep Lake✓

LanceDB–

Integrations

Count

Deep Lake3

LanceDB15

Security

Disclosure policy

Deep Lake–

LanceDB✓

Gdpr

Deep Lake✓

LanceDB✓

Hipaa

Deep Lake–

LanceDB✓

Soc2

Deep Lake–

LanceDB✓

Vulnerabilities

Deep LakeCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=deeplake&per_page=100 · Last 12m: 0

LanceDBCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=lancedb&per_page=100 · Last 12m: 0

Reliability

Status page

Deep Lake✓

LanceDB–

Adoption

Dependent repos

Deep Lake1,384

LanceDB453

Github stars

Deep Lake9,251

LanceDB11,663

Package downloads weekly

Deep Lake22,561

LanceDB1,423,043

Activity

Commits last 30d

Deep Lake–

LanceDB100

Release

Cadence days

Deep Lake11

LanceDB–

History

Deep Lake20 items

LanceDB20 items

License

Spdx

Deep LakeApache-2.0

LanceDBApache-2.0

Language

Primary

Deep LakeC++

LanceDBRust

Market

Availability

Deep LakeAvailable worldwide

LanceDBAvailable worldwide

Content

Faq

Deep Lake6 items

LanceDB6 items

Capabilities

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

Capability comparison for Vector Databases
Capability	Deep Lake	LanceDB
Deployment
Deployment	Managed	Self-hosted
Serverless / consumption pricing	✓	✓
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)	-	-
Distance metrics (cosine / dot / Euclidean)	-	-
Query
Metadata filtering	-	Post-filter
Hybrid search (dense + sparse fusion)	✓	✓
Built-in BM25 / lexical	✓	✓
Storage
Quantization	-	-
On-disk vs in-memory	Tiered	Disk-backed
Scale
Multi-tenancy (namespaces / collections / tenants)	-	✓
Horizontal scale	-	Sharded / distributed
Consistency
Consistency	-	-
Licensing
Licence class	Source-available	Permissive OSS
Classification
Purpose-built vs feature-of-parent	Dedicated DBMS	Dedicated DBMS

Deployment

Deep LakeManaged

LanceDBSelf-hosted

Serverless / consumption pricing

Deep Lake✓

LanceDB✓

Index

ANN index (HNSW / IVF / DiskANN / ScaNN / flat)

Deep Lake-

LanceDB-

Distance metrics (cosine / dot / Euclidean)

Deep Lake-

LanceDB-

Query

Metadata filtering

Deep Lake-

LanceDBPost-filter

Hybrid search (dense + sparse fusion)

Deep Lake✓

LanceDB✓

Built-in BM25 / lexical

Deep Lake✓

LanceDB✓

Storage

Quantization

Deep Lake-

LanceDB-

On-disk vs in-memory

Deep LakeTiered

LanceDBDisk-backed

Scale

Multi-tenancy (namespaces / collections / tenants)

Deep Lake-

LanceDB✓

Horizontal scale

Deep Lake-

LanceDBSharded / distributed

Consistency

Deep Lake-

LanceDB-

Licensing

Licence class

Deep LakeSource-available

LanceDBPermissive OSS

Classification

Purpose-built vs feature-of-parent

Deep LakeDedicated DBMS

LanceDBDedicated 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

LanceDB

A specialized lakehouse platform designed to store and query text, images, and vector data together, enabling high-performance vector search for real-time and historical multimodal AI workloads.

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 2026-08-05verify ↗

LanceDB

Open sourceFree tier

as of 2026-09-10verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Deep Lake	LanceDB
WebPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
HybridDeployment	✓	✗

Platforms

Web

Deep Lake✓

LanceDB✓

Deployment

Cloud / SaaS

Deep Lake✓

LanceDB✓

Self-hosted

Deep Lake✓

LanceDB✓

Hybrid

Deep Lake✓

LanceDB✗

Integrations

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

In common (2)

LangChain
LlamaIndex

Deep Lake

4 total - 2 not shared

Weights & Biases
PostgreSQL

Independently observed

LanceDB

20 total - 18 not shared

DuckDB
Apache Arrow
Pandas
Polars
CrewAI
Hugging Face
Apache Fluss
Ray
Volcano Engine
Voxel51
Continue
OpenClaw
LeRobot
Fluss
Apache Flink
MemGPT
OpenSearch
Flight SQL

Independently observed

Still deciding?

Deep Lake or LanceDB: 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.