Multifactor vs WitnessAI
Which for Cyber Defense AI tool is better in 2026?
Multifactor
Zero-trust authentication, authorization, and auditing for AI agents
WitnessAI
AI safety and governance platform for the enterprise
Side-by-side
WitnessAI leads on both fronts — more capital raised ($85.5M) and a lower entry price than Multifactor.
| Metric | Multifactor | WitnessAI |
|---|---|---|
| Taglinei | Zero-trust authentication, authorization, and auditing for AI agents | AI safety and governance platform for the enterprise |
| Foundedi | 2025 | 2023🏆 |
| HQi | San Francisco, US | Atherton, US |
| Employeesi | 1-10 | 51-100🏆 |
| Neuron scorei | 44 | 82🏆 |
| Total fundingi | $15.5M | $85.5M🏆 |
| Latest roundi | Seed · Dec 2025 | Strategic · Jan 2026 |
| Valuationi | — | —🏆 |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed🏆 |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Pricing not listed | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Multifactor and WitnessAI.
| Capability | Multifactor | WitnessAI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | — | 1 (rest) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Multifactor
- Newer company (2025)
🔵 Strengths of WitnessAI
- Has raised more capital ($85.5M vs $15.5M)
- Higher Neuron score (82 vs 44)
- More mature (2023)
Which should you choose?
Choose WitnessAI if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI for Cyber Defense tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose WitnessAI if you want the most established option — it has raised $85.5M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Multifactor vs WitnessAI — which is better?
It depends on your priority. Multifactor is the leaner option; WitnessAI is cheaper to start. See the side-by-side table above.
Is Multifactor cheaper than WitnessAI?
No — WitnessAI's cheapest paid plan is Enterprise · Contact sales, while Multifactor's is Pricing not listed.
Do Multifactor and WitnessAI offer free plans?
Multifactor: Paid only. WitnessAI: Paid only.
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