Goodfire vs LightOn
GoodfireAI Safety & Research
CustomPublished price
LightOnAI Infrastructure
Goodfire AI Safety & Research Infrastructure for understanding and controlling model behavior. | LightOn AI Infrastructure Deploy enterprise AI with complete data control. | |
|---|---|---|
| Overview | ||
| Category | AI Safety & Research | AI Infrastructure |
| What it is | Goodfire builds infrastructure for model inspection, behavior analysis, and safer control over how AI systems reason and respond. | European AI company building sovereign LLM infrastructure and models for enterprises with private deployments. |
| Pricing | ||
| Published price | Custom No public pricing. Goodfire's platform (Silico, built on its Ember interpretability API) is access-gated with a 'Request access' / contact-sales model. Pricing is quoted per engag… | LightOn's current public materials do not expose a dependable numeric starting price for its commercial offering. Commercial pricing is treated as sales-led or quote-based. |
| Pricing model | Custom quote | Tiered plans |
| Free options | No free plan · No free trial | Free plan · Free trial |
| Deal on Cubbie | None right now | None right now |
| Company | ||
| Founded | Not available | 2016 |
| Team size | Not available | 51-200 employees |
| Headquarters | Not available | Paris, France |