WrongStack vs Poolside AI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | WrongStack | Poolside AI |
|---|---|---|
| Pricing | Freemium (free tier available; paid tiers TBD) | Contact sales (enterprise pricing) |
| Target User | Individual developers, open-source maintainers, security-conscious teams | Large enterprises in regulated industries (finance, healthcare, defense) |
| Deployment | Local execution on developer machine (privacy-focused) | On-premises, VPC, or air-gapped; also cloud API |
| Model Size | Not disclosed (context-aware across files) | Laguna XS.2: 33B params (3B active); Laguna M.1: 225B params (23B active) |
| Context Length | Not specified, but reads entire codebase | Up to 256K tokens (via latest update) |
If you are a solo developer or small team wanting a privacy-first, permission-controlled coding agent with a terminal-based workflow, WrongStack is the pragmatic, no-nonsense choice. For enterprises in regulated sectors needing auditable, air-gapped AI agents backed by custom foundation models and dedicated research engineers, Poolside AI is the clear winner despite its enterprise-only pricing.
AI coding agent with permission-based control across terminal, TUI, and browser.
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Open-weight agentic coding models — Laguna XS 2.1 and Laguna S 2.1 — built for secure on-prem and air-gapped enterprise AI.
Visit WebsiteWho should pick which
- Solo developer building a side projectPick: WrongStack
Freemium pricing, local execution, and permission-based control align with a developer who wants AI help without losing oversight or incurring costs.
- Open-source maintainer automating code fixesPick: WrongStack
WrongStack's Git integration and command-line TUI fit well with open-source workflows; free tier keeps expenses at zero.
- Enterprise DevOps team in financePick: Poolside AI
Poolside's on-prem deployment, auditability, and role-based access meet strict regulatory requirements, plus multi-agent orchestration handles complex CI/CD pipelines.
- Defense contractor needing air-gapped AIPick: Poolside AI
Poolside supports workstation deployment for defense (air-gapped), custom foundation models, and executive governance, which is critical for security.
- Security-conscious team that dislikes cloud dependenciesPick: WrongStack
WrongStack runs entirely local, requires no internet, and gives explicit approval for every action, preventing accidental data leaks.
Frequently Asked Questions
WrongStack vs Poolside AI: which should you choose?
If you are a solo developer or small team wanting a privacy-first, permission-controlled coding agent with a terminal-based workflow, WrongStack is the pragmatic, no-nonsense choice. For enterprises in regulated sectors needing auditable, air-gapped AI agents backed by custom foundation models and dedicated research engineers, Poolside AI is the clear winner despite its enterprise-only pricing.
Can WrongStack handle large enterprise codebases?
Yes, it scans entire codebases for context, but it's designed for individual developers; it lacks multi-user, role-based access or audit trails needed in regulated enterprises.
Does Poolside AI offer a free tier?
No, Poolside AI is enterprise-only with contact-based pricing; there is no free or self-serve tier.
Does WrongStack support cloud deployment?
No, WrongStack executes locally on the developer machine, emphasizing privacy and offline use.
What models does Poolside AI use?
Poolside offers Laguna XS.2 (33B params, 3B active, on-device) and Laguna M.1 (225B params, 23B active, via API), both supporting 256K context length as of May 2026.
Is WrongStack open source?
The description does not specify open source; it's freemium with a free tier.
Can Poolside AI be deployed on-premises?
Yes, Poolside supports on-premises, VPC, and workstation deployment (defense only), with custom models and sandboxed agents.
Which tool is better for a beginner developer?
WrongStack is more approachable due to free pricing and terminal workflow, but it assumes familiarity with command-line tools; neither tool is designed for non-developers.
Does WrongStack have a cloud API?
No, WrongStack runs locally only; it does not provide a cloud API or server-side execution.
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Last reviewed: July 3, 2026