Irregular vs Skills Layer
Irregular vs Skills Layer, 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 Skills Layer on 1/100.
Where each one leads
Irregular
- our overall score: 70/100 against 1/100
- agent readiness: 48/100 against 25/100
Skills Layer
- headcount: 163 against 46
- LinkedIn following: 6,911 against 4,452
At a glance
| Measure | Irregular | Skills Layer |
|---|---|---|
| What it is | Frontier security lab building defenses to uncover and secure advanced AI before release. | Skills Layer is an AI agent-first platform for publishing, validating, distributing, and installing trusted skills built around SKILL.md. |
| Category | AI Safety, AI Alignment, Frontier AI Lab, Foundation Model | AI Agent, Agentic AI, API Platform, Developer Tools |
| Sells toBusiness model | B2B | B2B |
| Offering | Services | Platform |
| Founded | 2022 | 2026 |
| Headquarters | San Francisco, United States | London, United Kingdom |
| Status | Active | Active |
Size, funding and growth
| Measure | Irregular | Skills Layer |
|---|---|---|
| Employees | 46 | 163 |
| Total funding | $168M | Not published |
| Valuation | $450M | Not published |
| LinkedIn followers | 4,452 | 6,911 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Irregular | Skills Layer |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 70/100 | 1/100 |
| Traction | 57/100 | Not published |
| Team | 80/100 | Not published |
| Search visibility | 46/100 | Not published |
| Quality | 78/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | F (25/100) |
| Domain ratingLink authority, 0-100 | 66/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Irregular | Skills Layer |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Not detected | Cloudflare |
| CMS | Framer | Not detected |
| Analytics | Google Analytics 4 | Not detected |
Product and pricing
| Measure | Irregular | Skills Layer |
|---|---|---|
| Key features | Frontier AI Security, Vulnerability Discovery & Mitigation, AI Model Evaluation, Confidential AI Inference Systems | Not published |
Irregular vs Skills Layer: common questions
Which is better, Irregular or Skills Layer?
On our 0-100 score Irregular rates higher (70/100 against 1/100). 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 Skills Layer compare on the numbers?
Irregular leads on our overall score (70/100 against 1/100), agent readiness (48/100 against 25/100). Skills Layer leads on headcount (163 against 46), LinkedIn following (6,911 against 4,452).
Read the full Irregular review and pricing or the Skills Layer review and pricing. You can also browse other Irregular alternatives we track.