AI · head to head
Poolside vs Upstash

Poolside
AI
Open-weight foundation models built for agentic software engineering
- From
- $0.06/month
- Free plan
- No
The short version
- Only Upstash has a free tier, so it costs nothing to try first.
- Each has a real cost: Poolside no self-serve public application; access is largely through enterprise sales or third-party model gateways; Upstash hTTP-based REST API only, no TCP connections means higher latency than self-hosted or connection-pooled Redis
- They diverge on capability: Poolside covers Laguna S 2.1, Upstash covers Serverless Redis.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Poolside and Upstash actually diverge.
Identical on both: user rating (Not yet rated).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Poolside
- Laguna S 2.1
- Laguna XS 2.1
- Desktop and CLI tools
- Open-weight models
- Third-party gateway access
Only in Upstash
- Serverless Redis
- Serverless Kafka
- QStash
- Global Replication
- REST API
- Edge Functions Support
- Rate Limiting
- Caching
What people use each for
The jobs each tool is most often brought in to do.
Poolside
- Enterprises deploying AI coding assistance across large developer organizationsnot Upstash
- Government and defense agencies needing on-premise or sovereign coding modelsnot Upstash
- Teams building custom coding agents on open-weight foundation modelsnot Upstash
- Organizations wanting on-device lightweight coding modelsnot Upstash
Upstash
- Cachingnot Poolside
- Session storagenot Poolside
- Real-time messagingnot Poolside
- Rate limitingnot Poolside
- Serverless backendsnot Poolside
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Poolside
- No self-serve public application; access is largely through enterprise sales or third-party model gateways
- Pricing for the flagship enterprise and government offering is not public and requires a sales conversation
- Targets organizations with large (5,000+) developer headcounts, making it a poor fit for individuals or small teams
- Documentation and product surface area are thin compared to consumer-facing coding assistants
Upstash
- HTTP-based REST API only, no TCP connections means higher latency than self-hosted or connection-pooled Redis
- Rate limiting occurs when traffic exceeds configured budget cap or request limits
- Kafka service discontinued in March 2025, requiring migration to Upstash Workflow or alternatives
- Limited Redis feature support compared to self-hosted Redis or Redis Cloud
- High-request-volume workloads can accumulate significant costs due to per-request pricing model
Pricing, plan by plan
Poolside
$0.06/month- Laguna XS 2.1$undefined/month
- $0.06 per 1M input tokens
- $0.12 per 1M output tokens
- Available via OpenRouter and Vercel AI Gateway
- Laguna S 2.1$undefined/month
- $0.10 per 1M input tokens
- $0.20 per 1M output tokens
- 1M token context window
- Enterprise / Government$undefined/month
- Custom contracts for large engineering organizations
- Sales-quoted pricing
- On-premise or dedicated deployment options
Upstash
Free- FreeFree
- 256 MB data
- 500K commands per month
- 10 GB bandwidth
- Pay-as-you-go$0.2/per 100K commands
- Per-request billing
- Storage at $0.25/GB
- Unlimited commands
- Fixed Plan$10/month
- 250 MB Redis
- Predictable pricing
- Global replication available at higher tiers
Which should you pick?
Choose Poolside if
- You need laguna s 2.1.
- You work on web, api, mac, windows, linux.
- You also want laguna xs 2.1.
Choose Upstash if
- You need serverless redis.
- You want to start without paying.
- You work on REST API, Node.js, Python, Go, Rust, Vercel Edge, Cloudflare Workers, AWS Lambda.
- You also want serverless kafka.
Questions people ask
- Is Poolside or Upstash better?
- Neither clearly leads. Poolside starts at $0.06/month and Upstash at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Poolside or Upstash?
- Upstash has a free tier; the other does not. Paid plans start at $0.06/month for Poolside and Free for Upstash.
- Does Poolside or Upstash run on more platforms?
- Poolside runs on web, api, mac, windows, linux. Upstash runs on REST API, Node.js, Python, Go, Rust, Vercel Edge, Cloudflare Workers, AWS Lambda.
- Can I use Upstash for free?
- Yes. Upstash has a free tier, so you can try it without paying. Poolside starts at $0.06/month.
- What is Poolside best used for?
- Poolside is most often used for enterprises deploying ai coding assistance across large developer organizations, government and defense agencies needing on-premise or sovereign coding models, teams building custom coding agents on open-weight foundation models, organizations wanting on-device lightweight coding models. Of those, enterprises deploying ai coding assistance across large developer organizations and government and defense agencies needing on-premise or sovereign coding models are not what Upstash is typically brought in for.
- What can Poolside do that Upstash cannot?
- Poolside covers Laguna S 2.1, Laguna XS 2.1, Desktop and CLI tools, Open-weight models. Upstash covers Serverless Redis, Serverless Kafka, QStash, Global Replication.
Answered from the vendors’ own pages
Poolside: How is Poolside's Laguna model usage priced?
Laguna XS 2.1 is priced at $0.06 per 1M input tokens and $0.12 per 1M output tokens; Laguna S 2.1 is $0.10 per 1M input tokens and $0.20 per 1M output tokens.
SourceUpstash: Does Upstash have a free tier?
Yes. The free tier provides 256 MB of data and 500,000 commands per month with 10 GB of bandwidth in a single region, no credit card required.
SourcePoolside: Where can I access Poolside's models?
Laguna models are available through third-party gateways OpenRouter and Vercel AI Gateway, as well as via Poolside's own desktop and CLI tools.
SourceUpstash: How does Upstash work with edge platforms like Vercel and Cloudflare Workers?
Upstash uses a REST API instead of TCP connections, enabling it to work from Vercel Edge, Cloudflare Workers, and AWS Lambda without persistent connections or connection pooling.
SourcePoolside: Does Poolside offer enterprise or government pricing?
Yes, Poolside offers custom, sales-quoted contracts for large enterprises and government/defense customers, including on-premise or dedicated deployment options.
SourceUpstash: What programming languages are supported?
Upstash provides native SDKs for Python, Node.js, Go, and Rust. Java, C#, and PHP developers can use the REST API or community libraries.
SourcePoolside: How do I get started building with Poolside's models?
Poolside's documentation provides a quickstart guide for installing the `pool` CLI and running an agent task, alongside API documentation for custom integrations.
SourceUpstash: Is Upstash Kafka still available?
No. Upstash Kafka was deprecated on September 11, 2024 and fully discontinued on March 11, 2025. Upstash Workflow is now recommended for durable serverless messaging and task queuing.
SourceUpstash: How is Upstash pricing structured?
Upstash uses per-request pricing at $0.20 per 100K commands for Redis, $0.25/GB for storage, and $0.40 per 100K requests for Vector database. Idle applications cost nothing.
SourceUpstash: Can Upstash be used with AWS Lambda?
Yes. Upstash works with AWS Lambda via its REST API, eliminating the need for connection pooling and making it ideal for stateless serverless functions.
SourceRelated pages
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