HiddenLayer vs Upwind
Which for Cyber Defense AI tool is better in 2026?
HiddenLayer
Total AI Security for the enterprise.
Upwind
Runtime-first cloud security platform
Side-by-side
Upwind is the more established option (raised $430M); pricing is comparable on both sides.
| Metric | HiddenLayer | Upwind |
|---|---|---|
| Taglinei | Total AI Security for the enterprise. | Runtime-first cloud security platform |
| Foundedi | — | 2022🏆 |
| HQi | US | IL |
| Employeesi | — | — |
| Neuron scorei | 60 | 90🏆 |
| Total fundingi | Undisclosed | $430M🏆 |
| Latest roundi | — | Series B · Jan 2026 |
| Valuationi | — | $1.5B🏆 |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Enterprise · Contact sales |
| Pricing summaryi | Enterprise · Contact sales | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for HiddenLayer and Upwind.
| Capability | HiddenLayer | Upwind |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of HiddenLayer
- Strong in AI for Cyber Defense
🔵 Strengths of Upwind
- Has raised more capital ($430M vs Undisclosed)
- Higher Neuron score (90 vs 60)
- Newer company (2022)
Which should you choose?
Choose Upwind 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 Upwind if you want the most established option — it has raised $430M, 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
HiddenLayer vs Upwind — which is better?
It depends on your priority. HiddenLayer is the leaner option; Upwind has broader feature depth. See the side-by-side table above.
Is HiddenLayer cheaper than Upwind?
No — Upwind's cheapest paid plan is Enterprise · Contact sales, while HiddenLayer's is Enterprise · Contact sales.
Do HiddenLayer and Upwind offer free plans?
HiddenLayer: Paid only. Upwind: Paid only.
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