Comparison

Deep Lake vs Turbopuffer

On the evidence we track, Turbopuffer leads this comparison with a composite score of 68/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Deep Lake full profile →Turbopuffer full profile →

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Deep Lake60

★Turbopuffer68

Attribute comparison across 2 tools
Attribute	Deep Lake	TurbopufferLeader
vioscaleAI score	60 / 100low · 38%	68 / 100medium · 61%
Pricing
Free tierpricing.free_tier	✓	✗
Modelpricing.model	commercial	commercial
Price levelpricing.price_level	low	mid
Starting pricepricing.starting_price	-	$16
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	3	-
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	-
Reliability
Sla pctreliability.sla_pct	-	99.95
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	1,384	-
Github starsadoption.github_stars	9,251	-
Package downloads weeklyadoption.package_downloads_weekly	22,561	-
Release
Cadence daysrelease.cadence_days	11	-
Historyrelease.history	20 items	-
License
Spdxlicense.spdx	Apache-2.0	-
Language
Primarylanguage.primary	C++	-
Market
Availabilitymarket.availability	Available worldwide	Available worldwide · Popular in US
Content
Faqcontent.faq	6 items	6 items

Score

vioscaleAI score

Deep Lake60 / 100low · 38%

Turbopuffer68 / 100medium · 61%

Pricing

Free tier

Deep Lake✓

Turbopuffer✗

Model

Deep Lakecommercial

Turbopuffercommercial

Price level

Deep Lakelow

Turbopuffermid

Starting price

Deep Lake–

Turbopuffer$16

Transparent

Deep Lake✓

Turbopuffer✓

Integrations

Count

Deep Lake3

Turbopuffer–

Security

Disclosure policy

Deep Lake–

Turbopuffer✓

Gdpr

Deep Lake✓

Turbopuffer✓

Hipaa

Deep Lake–

Turbopuffer✓

Soc2

Deep Lake–

Turbopuffer✓

Vulnerabilities

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

Turbopuffer–

Reliability

Sla pct

Deep Lake–

Turbopuffer99.95

Status page

Deep Lake✓

Turbopuffer✓

Adoption

Dependent repos

Deep Lake1,384

Turbopuffer–

Github stars

Deep Lake9,251

Turbopuffer–

Package downloads weekly

Deep Lake22,561

Turbopuffer–

Release

Cadence days

Deep Lake11

Turbopuffer–

History

Deep Lake20 items

Turbopuffer–

License

Spdx

Deep LakeApache-2.0

Turbopuffer–

Language

Primary

Deep LakeC++

Turbopuffer–

Market

Availability

Deep LakeAvailable worldwide

TurbopufferAvailable worldwide · Popular in US

Content

Faq

Deep Lake6 items

Turbopuffer6 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	Turbopuffer
Deployment
Deployment	Managed	Managed
Serverless / consumption pricing	✓	✓
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)	-	SPFresh (centroid-based)
Distance metrics (cosine / dot / Euclidean)	-	-
Query
Metadata filtering	-	Pre-filter
Hybrid search (dense + sparse fusion)	✓	✓
Built-in BM25 / lexical	✓	✓
Storage
Quantization	-	-
On-disk vs in-memory	Tiered	Tiered
Scale
Multi-tenancy (namespaces / collections / tenants)	-	✓
Horizontal scale	-	Sharded / distributed
Consistency
Consistency	-	Tunable
Licensing
Licence class	Source-available	Proprietary
Classification
Purpose-built vs feature-of-parent	Dedicated DBMS	Dedicated DBMS

Deployment

Deep LakeManaged

TurbopufferManaged

Serverless / consumption pricing

Deep Lake✓

Turbopuffer✓

Index

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

Deep Lake-

TurbopufferSPFresh (centroid-based)

Distance metrics (cosine / dot / Euclidean)

Deep Lake-

Turbopuffer-

Query

Metadata filtering

Deep Lake-

TurbopufferPre-filter

Hybrid search (dense + sparse fusion)

Deep Lake✓

Turbopuffer✓

Built-in BM25 / lexical

Deep Lake✓

Turbopuffer✓

Storage

Quantization

Deep Lake-

Turbopuffer-

On-disk vs in-memory

Deep LakeTiered

TurbopufferTiered

Scale

Multi-tenancy (namespaces / collections / tenants)

Deep Lake-

Turbopuffer✓

Horizontal scale

Deep Lake-

TurbopufferSharded / distributed

Consistency

Deep Lake-

TurbopufferTunable

Licensing

Licence class

Deep LakeSource-available

TurbopufferProprietary

Classification

Purpose-built vs feature-of-parent

Deep LakeDedicated DBMS

TurbopufferDedicated 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

Turbopuffer

Leader

Vector and full-text search database built on object storage, offering 10x cheaper cost and extreme scalability for AI applications, semantic search, and recommendation systems.

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 ↗

Turbopuffer

Leader

from $16/moHybrid

From $16/month (Launch plan minimum) with consumption-based billing

Launch$16/month minimum with usage-based overage

as of 2026-09-18verify ↗

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	Turbopuffer
WebPlatforms	✓	✓
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✗
HybridDeployment	✓	✗

Platforms

Web

Deep Lake✓

Turbopuffer✓

CLI

Deep Lake✗

Turbopuffer✓

Deployment

Cloud / SaaS

Deep Lake✓

Turbopuffer✓

Self-hosted

Deep Lake✓

Turbopuffer✗

Hybrid

Deep Lake✓

Turbopuffer✗

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

Turbopuffer

Leader

Not documented yet.

Still deciding?

Deep Lake or Turbopuffer: 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.