Irregular vs Villan's Hat
Irregular vs Villan's Hat, compared side by side on 11 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Irregular is on 70/100 and Villan's Hat on 12/100.
Where each one leads
Irregular
- our overall score: 70/100 against 12/100
- domain rating: 66/100 against 1/100
- LinkedIn following: 4,452 against 858
Villan's Hat
- agent readiness: 56/100 against 48/100
At a glance
| Measure | Irregular | Villan's Hat |
|---|---|---|
| What it is | Frontier security lab building defenses to uncover and secure advanced AI before release. | A live workshop for founders and product teams building AI products to find misuse vectors. |
| Category | AI Safety, AI Alignment, Frontier AI Lab, Foundation Model | AI Safety, AI Alignment, AI Governance, AI Testing |
| Sells toBusiness model | B2B | B2B |
| Offering | Services | Services |
| Founded | 2022 | 2026 |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Irregular | Villan's Hat |
|---|---|---|
| Employees | 46 | Not published |
| Total funding | $168M | Not published |
| Valuation | $450M | Not published |
| LinkedIn followers | 4,452 | 858 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Irregular | Villan's Hat |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 70/100 | 12/100 |
| Traction | 57/100 | Not published |
| Team | 80/100 | Not published |
| Search visibility | 46/100 | 25/100 |
| Quality | 78/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | D (56/100) |
| Domain ratingLink authority, 0-100 | 66/100 | 1/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Irregular | Villan's Hat |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Not detected | Vercel |
| CMS | Framer | Not detected |
| Frameworks | Not detected | Bootstrap |
| Analytics | Google Analytics 4 | Not detected |
Product and pricing
| Measure | Irregular | Villan's Hat |
|---|---|---|
| Key features | Frontier AI Security, Vulnerability Discovery & Mitigation, AI Model Evaluation, Confidential AI Inference Systems | Not published |
Irregular vs Villan's Hat: common questions
Which is better, Irregular or Villan's Hat?
On our 0-100 score Irregular rates higher (70/100 against 12/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 11 data points above: read the rows that match what you are buying for.
How do Irregular and Villan's Hat compare on the numbers?
Irregular leads on our overall score (70/100 against 12/100), domain rating (66/100 against 1/100), LinkedIn following (4,452 against 858). Villan's Hat leads on agent readiness (56/100 against 48/100).
Read the full Irregular review and pricing or the Villan's Hat review and pricing. You can also browse other Irregular alternatives we track.