Netron vs Swetrix
| Tagline | Interactive visualizer for neural network and machine learning model graphs | Open-source alternative to Google Analytics with custom events and funnels |
| Category | Product & Web Analytics | Product & Web Analytics |
| Replaces | Google Analytics, Mixpanel, Amplitude | Google Analytics, Mixpanel, Amplitude |
| GitHub stars | 33k | 600 |
| Language | Python | JavaScript |
| License | MIT | AGPL-3.0 |
| Self-host difficulty | 1/5 Effortless | 3/5 Moderate |
| Deploy options | Manual | Docker Docker Compose |
| Managed hosting | ||
| Last updated | 8 days ago | 1 month ago |
| View repo | View repo |
Where each falls short
The honest trade-offs — what you give up with each, versus the proprietary tools they replace.
Netron
- Purely a model visualization tool; no runtime analytics, dashboards, or event tracking
- Does not replace web or product analytics SaaS in any meaningful way
- No team collaboration or sharing features beyond exporting images
- No support for real-time or streaming model inference monitoring
Swetrix
- ClickHouse is required; no SQLite fallback for small deployments
- Session replay not yet available in the self-hosted build
- Documentation for self-hosting is less mature than for the managed service
Bottom line
Choose Netron if you want the lower-effort setup; choose Netron for the larger community and ecosystem. Netron has seen more recent development. Open each guide below for deploy steps and the full feature gap.