brain0 vs Poolside AI

Side-by-side comparison of features, pricing, and ratings

Live tool data as of 2026-07-17
Reviewed by our team on
Saved

At a glance

Dimensionbrain0Poolside AI
Pricingfree · from Free (open source) $0contact
Best forTeams using AI coding assistants and needing audit trails, Security-conscious organizations enforcing code provenanceHigh-consequence software development in finance, healthcare, defense, Enterprises needing AI agents for long-horizon planning and multi-step tasks
Standout featuresPassive decision graph linking commits to agent prompts · Drift detection reconciling declared vs. actual changes · DLP audit of files read by agents (paths and secret kinds)Laguna XS 2.1 model (33B params, 3B active, on-device) · Laguna M.1 model (225B params, 23B active, via API) · 256K context length for multi-step reasoning
Viability score87/10093/100
APINoYes

brain0 is the stronger pick for teams using ai coding assistants and needing audit trails; Poolside AI fits better for high-consequence software development in finance, healthcare, defense.

Built from live tool data, last verified 2026-07-17.

brain0
brain0

Trace every commit back to the AI agent prompts that produced it.

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Poolside AI
Poolside AI

Enterprise open-weight foundation models and agents for high-consequence software engineering.

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Pricing
Free
Contact Sales
Plans
$0
Popularity
0 views
7.1k views
Skill Level
Intermediate
Advanced
API Available
Platforms
CLI
APICLIDesktopWeb
Categories
💻 Code & Development
💻 Code & Development🤖 Automation & Agents
Features
Passive decision graph linking commits to agent prompts
Drift detection reconciling declared vs. actual changes
DLP audit of files read by agents (paths and secret kinds)
Two-dimensional risk score (green to red)
MCP memory for coding agents
Signed provenance attestations for compliance
Offline-first operation, no data egress
One-command setup: npx brain0 up
Local LLM support via Ollama for summaries and search
Auto-discovery of Codex and Claude Code sessions
GUI graph explorer at localhost:8787
brain0 report and brain0 query commands
Integrates with existing Git workflow
Open-source under Apache-2.0 license
Laguna XS 2.1 model (33B params, 3B active, on-device)
Laguna M.1 model (225B params, 23B active, via API)
256K context length for multi-step reasoning
Multi-agent orchestration with planning and tool use
Sandboxed agent execution environments
Developer surfaces: agents, TUI, IDE extensions, binaries
Custom foundation models deployed on-prem or in VPC
Data connectors to repos, databases, data warehouses
Role-based access control for humans and agents
Executive-grade governance and auditability
On-prem, VPC, and workstation deployment (defense only)
Forward Deployed Research Engineers embed with teams
Real-time observability with end-to-end traces
Air-gapped network support
Open-weight model weights available

Who should pick which

  • Solo founder using AI coding assistants
    Pick: brain0

    brain0 is free, offline-first, and instantly provides audit trails for your AI-generated code — no vendor engagement needed.

  • Enterprise CTO in finance or defense
    Pick: Poolside AI

    Poolside offers custom models, on-prem deployment, multi-agent orchestration, and governance needed for high-consequence, regulated environments.

  • Open-source project maintainer
    Pick: brain0

    brain0's signed provenance attestations and transparency features help document AI contributions to your repository.

  • Compliance officer auditing AI-generated code
    Pick: brain0

    brain0's passive decision graph, drift detection, DLP audit, and risk scores are tailor-made for compliance without overhead.

  • AI team needing long-horizon multi-step agents
    Pick: Poolside AI

    Poolside's 256K context and multi-agent orchestration support complex, multi-step reasoning that brain0 does not provide.

Frequently Asked Questions

Which is better, brain0 or Poolside AI?

The best choice between brain0 and Poolside AI depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between brain0 and Poolside AI?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of brain0 or Poolside AI?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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