Irregular vs Singulai
Irregular vs Singulai, compared side by side on 12 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 Singulai on 15/100.
Where each one leads
Irregular
- our overall score: 70/100 against 15/100
- headcount: 46 against 2
- LinkedIn following: 4,452 against 38
Singulai
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Irregular | Singulai |
|---|---|---|
| What it is | Frontier security lab building defenses to uncover and secure advanced AI before release. | Develops UBI, a platform for ethical AI and machine learning device advancement. |
| Category | AI Safety, AI Alignment, Frontier AI Lab, Foundation Model | AI Enablers, Ethics, AI Governance, AI Safety |
| Sells toBusiness model | B2B | B2B |
| Offering | Services | Software |
| Founded | 2022 | 2017 |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Inactive |
Size, funding and growth
| Measure | Irregular | Singulai |
|---|---|---|
| Employees | 46 | 2 |
| Total funding | $168M | Not published |
| Latest round | Not published | Bootstrapped |
| Valuation | $450M | Not published |
| LinkedIn followers | 4,452 | 38 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Irregular | Singulai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 70/100 | 15/100 |
| Traction | 57/100 | 5/100 |
| Team | 80/100 | Not published |
| Search visibility | 46/100 | 21/100 |
| Quality | 78/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | D (50/100) |
| 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 | Singulai |
|---|---|---|
| CMS | Framer | Not detected |
| Analytics | Google Analytics 4 | Not detected |
Product and pricing
| Measure | Irregular | Singulai |
|---|---|---|
| Key features | Frontier AI Security, Vulnerability Discovery & Mitigation, AI Model Evaluation, Confidential AI Inference Systems | Not published |
Irregular vs Singulai: common questions
Which is better, Irregular or Singulai?
On our 0-100 score Irregular rates higher (70/100 against 15/100). 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 12 data points above: read the rows that match what you are buying for.
How do Irregular and Singulai compare on the numbers?
Irregular leads on our overall score (70/100 against 15/100), headcount (46 against 2), LinkedIn following (4,452 against 38).
Read the full Irregular review and pricing or the Singulai review and pricing. You can also browse other Irregular alternatives we track.