Goodfire vs Invariant
GoodfireAI Safety & Research
CustomPublished price
InvariantAI Safety & Guardrails
CustomPublished price
Goodfire AI Safety & Research Infrastructure for understanding and controlling model behavior. | Invariant AI Safety & Guardrails Security and guardrails for AI agents. | |
|---|---|---|
| Overview | ||
| Category | AI Safety & Research | AI Safety & Guardrails |
| What it is | Goodfire builds infrastructure for model inspection, behavior analysis, and safer control over how AI systems reason and respond. | Invariant builds security, guardrails, and observability tooling for AI agents, including agent behavior inspection and MCP security scanning. |
| 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… | Custom Invariant Labs does not publish pricing. The company was acquired by Snyk; its AI-agent security tools (Guardrails, Explorer, MCP Scan) are being integrated into Snyk's agentic-AI… |
| Pricing model | Custom quote | Custom quote |
| Free options | No free plan · No free trial | No free plan · No free trial |
| Deal on Cubbie | None right now | None right now |
| Company | ||
| Founded | Not available | 2024 |
| Team size | Not available | 1-10 employees |
| Headquarters | Not available | Zurich, Switzerland |