vioscaleAI
Comparison

LanceDB vs Upstash

On the evidence we track, Upstash leads this comparison with a composite score of 73/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

LanceDB full profile →Upstash full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
LanceDB59
★Upstash73
Score
vioscaleAI score
LanceDB59 / 100medium · 53%
Upstash73 / 100medium · 72%
Pricing
Free tier
LanceDB✓
Upstash✓
Model
LanceDBopen_source
Upstashfreemium
Price level
LanceDBfree
Upstashlow
Starting price
LanceDB–
Upstash$5
Transparent
LanceDB–
Upstash✓
Integrations
Count
LanceDB15
Upstash6
Security
Disclosure policy
LanceDB✓
Upstash✓
Gdpr
LanceDB✓
Upstash✓
Hipaa
LanceDB✓
Upstash✓
Soc2
LanceDB✓
Upstash✓
Vulnerabilities
Reliability
Sla pct
LanceDB–
Upstash99.99
Status page
LanceDB–
Upstash✓
Adoption
Dependent repos
LanceDB453
Upstash–
Github stars
LanceDB11,663
Upstash–
Package downloads weekly
LanceDB1,423,043
Upstash–
Activity
Commits last 30d
LanceDB100
Upstash–
Release
History
LanceDB20 items
Upstash–
License
Spdx
LanceDBApache-2.0
Upstash–
Language
Primary
LanceDBRust
Upstash–
Market
Availability
Content
Faq
LanceDB6 items
Upstash7 items

Capabilities

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

Deployment
Deployment
LanceDBSelf-hosted
UpstashManaged
Serverless / consumption pricing
LanceDB✓
Upstash✓
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
LanceDB-
UpstashHNSW
Distance metrics (cosine / dot / Euclidean)
LanceDB-
Upstashcosine
Query
Metadata filtering
LanceDBPost-filter
UpstashPre-filter
Hybrid search (dense + sparse fusion)
LanceDB✓
Upstash✓
Built-in BM25 / lexical
LanceDB✓
Upstash✓
Storage
Quantization
LanceDB-
Upstash-
On-disk vs in-memory
LanceDBDisk-backed
Upstashpersistent
Scale
Multi-tenancy (namespaces / collections / tenants)
LanceDB✓
Upstash✓
Horizontal scale
LanceDBSharded / distributed
UpstashSharded / distributed
Consistency
Consistency
LanceDB-
UpstashStrong
Licensing
Licence class
LanceDBPermissive OSS
UpstashProprietary
Classification
Purpose-built vs feature-of-parent
LanceDBDedicated DBMS
UpstashDedicated DBMS

What each one is

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

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

Upstash

Leader

A cloud platform offering serverless Redis, vector databases, message queues, and workflow orchestration designed for developers building serverless applications, with usage-based and fixed-rate pricing options.

Independently observed

Pricing

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

LanceDB

Open sourceFree tier
as of verify ↗

Upstash

Leader
from $5/moHybridFree tier

Free tier (30 MB), Essentials from $5/month, Pro from $200/month

  • FreeFree
    • No replication
    • Single database
    • Limited throughput
  • Essentials$5/month (250 MB) to $216/month (12 GB)
    • Predefined database sizes (250 MB to 12 GB)
    • Bandwidth and throughput limits per tier
    • Optional high availability
    • Flex tier with reduced throughput
  • Pro$200/month minimum + $0.014/hour usage-based billing
    • Unlimited memory
    • Dedicated VPC infrastructure
    • Multiple databases per subscription
    • Active-Active multi-region writes
    • Auto-tiering
    • +1 more
as of verify ↗

Platform & deployment

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

Platforms
Web
LanceDB✓
Upstash✓
CLI
LanceDB✗
Upstash✓
Deployment
Cloud / SaaS
LanceDB✓
Upstash✓
Self-hosted
LanceDB✓
Upstash✗

Integrations

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

LanceDB

20 total
  • LangChain
  • LlamaIndex
  • 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

Upstash

Leader
13 total
  • Cloudflare Workers
  • Auth0
  • MongoDB
  • MySQL
  • PostgreSQL
  • Debezium
  • JDBC
  • FluentBit
  • Drizzle
  • Vercel AI SDK
  • Redis protocol clients
  • Vercel
  • Aiven
Independently observed
Still deciding?

LanceDB or Upstash: 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.