Deep Lake 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.
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.
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.
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.
Deep Lake
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
Upstash
LeaderFree 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
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.
- PostgreSQL
Deep Lake
- LangChain
- LlamaIndex
- Weights & Biases
Upstash
Leader- Cloudflare Workers
- Auth0
- MongoDB
- MySQL
- Debezium
- JDBC
- FluentBit
- Drizzle
- Vercel AI SDK
- Redis protocol clients
- Vercel
- Aiven
Deep Lake 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.