vioscaleAI
Comparison

Marqo vs Upstash

On the evidence we track, Upstash leads this comparison with a composite score of 74/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Marqo full profile →Upstash full profile →
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Marqo40
★Upstash74
Score
vioscaleAI score
Marqo40 / 100low · 30%
Upstash74 / 100medium · 73%
Pricing
Free tier
Marqo–
Upstash✓
Model
Marqoquote
Upstashfreemium
Price level
Marqounknown
Upstashlow
Starting price
Marqo–
Upstash$10
Transparent
Marqo✗
Upstash✓
Integrations
Count
Marqo3
Upstash7
Security
Disclosure policy
Marqo–
Upstash✓
Gdpr
Marqo–
Upstash✓
Hipaa
Marqo–
Upstash✓
Soc2
Marqo–
Upstash✓
Reliability
Sla pct
Marqo–
Upstash99.99
Status page
Marqo✓
Upstash✓
Market
Availability
Content
Faq
Marqo6 items
Upstash7 items

Capabilities

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

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

What each one is

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

Marqo

An ecommerce search platform using semantic understanding and personalization to help online retailers deliver relevant product results and recommendations based on shopper behavior and intent.

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.

Marqo

Quote-based
as of verify ↗

Upstash

Leader
from $10/moHybridFree tier

Free tier available. Pay-as-you-go from $0 (1 GB storage free), or fixed plans $10–$1,500/month

  • Pay-as-you-goFree
    • 1 GB free storage
    • Per-request pricing
    • No minimum charge
  • Fixed plan$10 to $1,500 per month depending on storage and throughput requirements
    • Guaranteed capacity
    • No per-request overage charges
    • Flexible cancellation
  • EnterpriseContact sales
    • Custom capacity and SLAs
    • Dedicated support
as of verify ↗

Platform & deployment

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

Platforms
Web
Marqo✓
Upstash✓
CLI
Marqo✗
Upstash✓
Deployment
Cloud / SaaS
Marqo✓
Upstash✓

Integrations

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

Marqo

3 total
  • Shopify
  • Adobe Commerce
  • Salesforce Commerce Cloud
Independently observed

Upstash

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

Marqo 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.