Free plan with 10,000 source images and 3 private workspaces. Starter $249/month. Growth $749/month. Enterprise custom pricing.

Free plan with local AI models. Cloud plan $10/month with cloud sync and more features. Teams plan at custom pricing.

Review Roboflow's data handling policy for uploaded images. Enterprise includes data processing agreements. Training images may be used to improve platform capabilities unless opted out.

On-device processing provides strong privacy for sensitive code by default. Cloud sync sends data to Pieces' infrastructure. Review privacy settings and terms before enabling cloud sync with sensitive codebases.

• ✓Reduces ML expertise required for custom computer vision models
• ✓200K+ public datasets in Roboflow Universe provide starting points
• ✓End-to-end platform from labelling to deployment
• ✓Flexible deployment targets including edge devices

• ✓On-device AI keeps sensitive code and context local by default
• ✓Long-Term Memory builds searchable history of development context
• ✓Integrates with VS Code, JetBrains, and browser for passive capture
• ✓Addresses a genuine unmet need for developer context management

• ✕Starter plan at $249/month is expensive for smaller teams
• ✕Advanced model customisation requires ML expertise beyond the platform
• ✕Free plan limits restrict production use

• ✕Free plan requires local model setup which has hardware requirements
• ✕Less widely known than competing developer tools
• ✕Teams features are still maturing