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Magic.dev vs Poolside AI
Side-by-side comparison of features, pricing, and ratings
Frontier code models to automate software engineering and research towards safe AGI.
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Popularity
4.5k views
7.1k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebAPIDesktopCLI
WebDesktopCLIAPI
Categories
💻 Code & Development
💻 Code & Development🤖 Automation & Agents
Features
LTM-1 model with 5 million token context window
100 million token context window research
Domain-specific reinforcement learning
Frontier-scale pre-training
Inference-time compute optimization
AGI Readiness Policy and safety framework
Vulnerability disclosure program
Thousands of GB200s for training
Partnership with Google Cloud
Automated AI research and code generation
Laguna XS.2 and M.1 models with 256K context
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 repositories, 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
Supports multi-cloud and air-gapped networks
Integrations
Google Cloud