Irregular vs Vals AI
Irregular vs Vals AI, compared side by side on 14 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 61/100 and Vals AI on 53/100.
Where each one leads
Irregular
- our overall score: 61/100 against 53/100
- funding raised: $80.0M against $63.0M
Vals AI
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Irregular | Vals AI |
|---|---|---|
| What it is | Irregular is a frontier AI security lab that sets new standards in securing advanced artificial intelligence by testing next-generation AI systems for real-world threats. | Developing benchmarks to measure AI model offensive cyber operations. |
| Category | Artificial Intelligence, Cybersecurity, AI Security, Frontier AI Lab | Artificial Intelligence, Cybersecurity, Enterprise Software, AI Testing |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Services |
| Founded | 2025 | 2023 |
| Headquarters | US | San Francisco, USA |
| Status | Active | Active |
Size, funding and growth
| Measure | Irregular | Vals AI |
|---|---|---|
| Employees | Not published | 23 |
| Total funding | $80.0M | $63.0M |
| Latest round | Seed, Series A | Series A |
| Valuation | $450M | $1.1B |
| LinkedIn followers | Not published | 6,836 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Irregular | Vals AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 61/100 | 53/100 |
| Traction | 40/100 | 53/100 |
| Team | 50/100 | Not published |
| Community | 13/100 | Not published |
| Search visibility | 41/100 | 48/100 |
| Quality | 78/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | Not published | F (26/100) |
| Domain ratingLink authority, 0-100 | Not published | 71/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Irregular | Vals AI |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Not detected | Vercel |
| CMS | Not detected | Ghost |
| Frameworks | Not detected | Astro, Tailwind CSS |
| Analytics | Not detected | PostHog |
What users say
| Measure | Irregular | Vals AI |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 5.0/5 from 1 vote | Not published |
| Reddit sentimentThreads we track | Not published | 4 positive, 1 negative across 6 threads |
“We're opening applications for the Vals Fellowship. 3–6 months working on the hardest open problems in AI evaluation, with the resources to actually solve them.”r/PaprSwing
Irregular vs Vals AI: common questions
Which is better, Irregular or Vals AI?
On our 0-100 score Irregular rates higher (61/100 against 53/100). 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 14 data points above: read the rows that match what you are buying for.
How do Irregular and Vals AI compare on the numbers?
Irregular leads on our overall score (61/100 against 53/100), funding raised ($80.0M against $63.0M).
What do real users say about Irregular and Vals AI?
Vals AI: 4 positive and 1 negative mentions across 6 Reddit threads we track, mostly in r/PaprSwing.
Read the full Irregular review and pricing or the Vals AI review and pricing. You can also browse other Irregular alternatives we track.