AI Tools · head to head
Poolside vs Galileo
Poolside
AI Tools
Open-weight foundation models built for agentic software engineering
- From
- $0.06/month
- Rated
- -
Galileo
AI Tools
Evaluation and observability platform for GenAI applications and agents
- From
- Free
- Rated
- -
The short version
- Only Galileo 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; Galileo the free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
- They diverge on capability: Poolside covers Laguna S 2.1, Galileo covers Pre-built evaluations.
Where they differ
Only the attributes on which Poolside and Galileo actually diverge.
Identical on both: user rating (Not yet rated), category (AI Tools).
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 Galileo
- Pre-built evaluations
- Ground truth capture
- Luna models
- Agent behavior analysis
- Production guardrails
- Flexible deployment
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 Galileo
- Government and defense agencies needing on-premise or sovereign coding modelsnot Galileo
- Teams building custom coding agents on open-weight foundation modelsnot Galileo
- Organizations wanting on-device lightweight coding modelsnot Galileo
Galileo
- Evaluating RAG and agent applications before production releasenot Poolside
- Monitoring live GenAI applications for failures and driftnot Poolside
- Applying real-time guardrails without custom integration worknot Poolside
- Reducing evaluation costs using distilled Luna judge modelsnot 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
Galileo
- The free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
- Real-time guardrails and unlimited trace capacity are reserved for the custom-priced Enterprise tier.
- Pro plan pricing scales with trace volume, so costs can grow unpredictably as usage increases.
- On-premises deployment requires an Enterprise contract rather than being available self-serve.
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
Galileo
Free- FreeFree
- 5,000 traces/month
- Unlimited users
- Unlimited custom evaluations
- Pro$100/month
- 50,000 traces/month
- Standard role-based access control
- Advanced analytics and insights
- Enterprise$undefined/mo
- Unlimited trace capacity
- Custom rate limits
- Hosted, VPC, or on-prem deployment
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 Galileo if
- You need pre-built evaluations.
- You want to start without paying.
- You work on web, api.
- You also want ground truth capture.
Questions people ask
- Is Poolside or Galileo better?
- Neither clearly leads. Poolside starts at $0.06/month and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Poolside or Galileo?
- Galileo has a free tier; the other does not. Paid plans start at $0.06/month for Poolside and Free for Galileo.
- Does Poolside or Galileo run on more platforms?
- Poolside runs on web, api, mac, windows, linux. Galileo runs on web, api.
- Can I use Galileo for free?
- Yes. Galileo 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 Galileo is typically brought in for.
- What can Poolside do that Galileo cannot?
- Poolside covers Laguna S 2.1, Laguna XS 2.1, Desktop and CLI tools, Open-weight models. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.
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.
SourceGalileo: What does Galileo cost?
Galileo offers a free plan, a Pro plan at $100/month billed yearly (with a 33% annual discount), and a custom-priced Enterprise plan for unlimited trace capacity.
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.
SourceGalileo: Is there a free plan, and what are its limits?
The Free plan includes 5,000 traces per month with unlimited users and unlimited custom evaluations, aimed at developers and small teams experimenting with GenAI.
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.
SourceGalileo: How is usage metered?
Galileo's pricing scales based on the number of traces processed each month, with Free capped at 5,000, Pro at 50,000, and Enterprise offering unlimited trace capacity.
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.
SourceRelated pages
Other head to heads
- Poolside vs Pika
- Poolside vs Anthropic API
- Poolside vs D-ID
- Poolside vs Fathom
- Poolside vs Stable Diffusion
- Poolside vs Perplexity
- Poolside vs Arize AI
- Poolside vs Black Forest Labs
- Poolside vs Cartesia
- Poolside vs Deepgram
- Poolside vs Helicone
- Poolside vs Ideogram
- Poolside vs Jasper
- Poolside vs PromptLayer
- Poolside vs Resemble AI
- Poolside vs Together AI
- Poolside vs AI21 Labs
- Poolside vs Copy.ai
- Galileo vs Pika
- Galileo vs Anthropic API
- Galileo vs D-ID
- Galileo vs Fathom
- Galileo vs Stable Diffusion
- Galileo vs Perplexity
- Galileo vs Arize AI
- Galileo vs Black Forest Labs
- Galileo vs Cartesia
- Galileo vs Deepgram
- Galileo vs Helicone
- Galileo vs Ideogram
- Galileo vs Jasper
- Galileo vs PromptLayer
- Galileo vs Resemble AI
- Galileo vs Together AI
- Galileo vs AI21 Labs
- Galileo vs Copy.ai