Comparison

Faiss 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.

Machine formatsMarkdownJSONGraphQLAll open, no key required.
Faiss56
Upstash74
Score
vioscaleAI score
Faiss56 / 100low · 36%
Upstash74 / 100medium · 73%
Pricing
Free tier
Faiss
Upstash
Model
Upstashfreemium
Price level
Faissfree
Upstashlow
Starting price
Faiss
Upstash$10
Transparent
Faiss
Upstash
Integrations
Count
Faiss
Upstash7
Security
Disclosure policy
Faiss
Upstash
Gdpr
Faiss
Upstash
Hipaa
Faiss
Upstash
Scorecard
Faiss6.1
Upstash
Soc2
Faiss
Upstash
Reliability
Sla pct
Faiss
Upstash99.99
Status page
Faiss
Upstash
Adoption
Dependent repos
Faiss5,592
Upstash
Github stars
Faiss40,891
Upstash
Activity
Commits last 30d
Faiss40
Upstash
Release
Cadence days
Faiss83
Upstash
History
Upstash
License
Spdx
FaissMIT
Upstash
Language
Primary
FaissC++
Upstash
Market
Availability
Content
Faq
Faiss5 items
Upstash7 items

Capabilities

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

Deployment
Deployment
FaissSelf-hosted
UpstashManaged
Serverless / consumption pricing
Faiss
Upstash
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
FaissHNSW, IVF, PQ, multi-index, NSG
UpstashHNSW
Distance metrics (cosine / dot / Euclidean)
FaissEuclidean (L2), inner product, L1, Linf
Upstashcosine
Query
Metadata filtering
Faiss-
UpstashPre-filter
Hybrid search (dense + sparse fusion)
Faiss-
Upstash
Built-in BM25 / lexical
Faiss-
Upstash
Storage
Quantization
FaissProduct
Upstash-
On-disk vs in-memory
FaissDisk-backed
Upstashpersistent
Scale
Multi-tenancy (namespaces / collections / tenants)
Faiss-
Upstash
Horizontal scale
FaissSingle-node
UpstashSharded / distributed
Consistency
Consistency
Faiss-
UpstashStrong
Licensing
Licence class
FaissPermissive OSS
UpstashProprietary
Classification
Purpose-built vs feature-of-parent
FaissExtension
UpstashDedicated DBMS

What each one is

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

Faiss

Faiss is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM.

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.

Faiss

Open source
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
Faiss
Upstash
macOS
Faiss
Upstash
Windows
Faiss
Upstash
Linux
Faiss
Upstash
CLI
Faiss
Upstash
Deployment
Cloud / SaaS
Faiss
Upstash
Self-hosted
Faiss
Upstash

Integrations

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

Faiss

Not documented yet.

Upstash

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

Faiss 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.

Faiss vs Upstash: an evidence-based comparison · vioscaleAI