Chroma 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.
Capabilities
Feature-by-feature on the axes that matter for vector databases. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Chroma
A search system enabling simultaneous vector similarity, full-text, and structured metadata queries across large datasets. Deployable as open-source self-hosted infrastructure or managed cloud service with usage-based pricing, supporting multi-tenant workloads and distributed scaling.
Upstash
LeaderA 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.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Chroma
Freemium model with usage-based metering. Starter plan free with $5 credits; Team plan $250/month plus metered charges with $100 included credits; Enterprise with custom pricing.
- StarterFree
- 10 databases
- 10 team members
- Community Slack
- Team$250/month with $100 included credits, plus overage metering
- 100 databases
- 30 team members
- Slack support
- SOC II compliance
- Volume-based discounts
- EnterpriseContact sales
- Unlimited databases
- Unlimited team members
- Dedicated support
- Single tenant clusters
- BYOC clusters
- +1 more
Upstash
LeaderFree 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
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
Chroma
Not documented yet.
Upstash
Leader- Cloudflare Workers
- Auth0
- MongoDB
- MySQL
- PostgreSQL
- Debezium
- JDBC
- FluentBit
- Drizzle
- Vercel AI SDK
- Redis protocol clients
Chroma 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.