Irregular vs L1ght
Irregular vs L1ght, compared side by side on 19 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 L1ght on 54/100.
Where each one leads
Irregular
- our overall score: 70/100 against 54/100
- domain rating: 64/100 against 45/100
- headcount: 46 against 20
- funding raised: $168M against $15.0M
- LinkedIn following: 4,452 against 1,718
L1ght
- agent readiness: 62/100 against 48/100
At a glance
| Measure | Irregular | L1ght |
|---|---|---|
| What it is | Frontier security lab building defenses to uncover and secure advanced AI before release. | L1ght provides an AI + Human moderation hybrid solution to detect and remove unsafe user-generated content at scale for social platforms, gaming operators, and online communities. |
| Category | AI Safety, AI Alignment, Frontier AI Lab, Foundation Model | Security, Social Media, Artificial Intelligence, Cybersecurity |
| Sells toBusiness model | B2B | B2B |
| Offering | Services | Software |
| Founded | 2022 | 2018 |
| Headquarters | San Francisco, United States | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | Irregular | L1ght |
|---|---|---|
| Employees | 46 | 20 |
| Total funding | $168M | $15.0M |
| Latest round | Not published | Seed |
| Valuation | $450M | Not published |
| LinkedIn followers | 4,452 | 1,718 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Irregular | L1ght |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 70/100 | 54/100 |
| Traction | 57/100 | 49/100 |
| Team | 80/100 | 60/100 |
| Search visibility | 46/100 | 25/100 |
| Quality | 78/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | C (62/100) |
| Domain ratingLink authority, 0-100 | 64/100 | 45/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Irregular | L1ght |
|---|---|---|
| CDN | Not detected | Cloudflare |
| CMS | Framer | WordPress |
| Frameworks | Not detected | Jquery |
| Analytics | Google Analytics 4 | Google Analytics 4 |
Product and pricing
| Measure | Irregular | L1ght |
|---|---|---|
| Key features | Frontier AI Security, Vulnerability Discovery & Mitigation, AI Model Evaluation, Confidential AI Inference Systems | Not published |
Irregular vs L1ght: common questions
Which is better, Irregular or L1ght?
On our 0-100 score Irregular rates higher (70/100 against 54/100). 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 19 data points above: read the rows that match what you are buying for.
How do Irregular and L1ght compare on the numbers?
Irregular leads on our overall score (70/100 against 54/100), domain rating (64/100 against 45/100), headcount (46 against 20), funding raised ($168M against $15.0M), LinkedIn following (4,452 against 1,718). L1ght leads on agent readiness (62/100 against 48/100).
Read the full Irregular review and pricing or the L1ght review and pricing. You can also browse other Irregular alternatives we track.