Irregular vs Narrative
Irregular vs Narrative, 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 58/100 and Narrative on 45/100.
Where each one leads
Irregular
- our overall score: 58/100 against 45/100
- funding raised: $80.0M against $10.0M
Narrative
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Irregular | Narrative |
|---|---|---|
| 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. | AI-powered QA testing platform |
| Category | Artificial Intelligence, Cybersecurity, AI Security, Frontier AI Lab | Artificial Intelligence, B2B, Logistics, AI Testing |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2025 | 2023 |
| Headquarters | US | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Irregular | Narrative |
|---|---|---|
| Employees | Not published | 7 |
| Total funding | $80.0M | $10.0M |
| Latest round | Seed, Series A | Seed |
| Valuation | $450M | Not published |
| LinkedIn followers | Not published | 1,574 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Irregular | Narrative |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 58/100 | 45/100 |
| Traction | 40/100 | 44/100 |
| Team | 50/100 | Not published |
| Search visibility | Not published | 31/100 |
| Quality | 78/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | Not published | F (36/100) |
| Domain ratingLink authority, 0-100 | Not published | 13/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Irregular | Narrative |
|---|---|---|
| CDN | Not detected | Cloudflare |
Irregular vs Narrative: common questions
Which is better, Irregular or Narrative?
On our 0-100 score Irregular rates higher (58/100 against 45/100). 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 Narrative compare on the numbers?
Irregular leads on our overall score (58/100 against 45/100), funding raised ($80.0M against $10.0M).
Read the full Irregular review and pricing or the Narrative review and pricing. You can also browse other Irregular alternatives we track.