Anyscale vs Goodfire
AnyscaleAI/ML Infrastructure
Usage-basedPublished price
GoodfireAI Safety & Research
CustomPublished price
Anyscale AI/ML Infrastructure The Ray platform for production AI. | Goodfire AI Safety & Research Infrastructure for understanding and controlling model behavior. | |
|---|---|---|
| Overview | ||
| Category | AI/ML Infrastructure | AI Safety & Research |
| What it is | Anyscale provides the managed platform for Ray, the open-source distributed computing framework, enabling teams to scale AI training and inference workloads across cloud infrastructure. | Goodfire builds infrastructure for model inspection, behavior analysis, and safer control over how AI systems reason and respond. |
| Pricing | ||
| Published price | Usage-based Anyscale uses usage-based or consumption pricing. No single current nonzero public starting price was verified, so buyers should use the vendor calculator or contact sales. | 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… |
| Pricing model | Usage-based | Custom quote |
| Free options | Free plan · Free trial | No free plan · No free trial |
| Deal on Cubbie | None right now | None right now |
| Company | ||
| Founded | 2019 | Not available |
| Team size | 201-500 employees | Not available |
| Headquarters | San Francisco, California | Not available |
| Featured clients | OpenAI, Uber, Instacart | Not available |