Lightmatter vs Ncodin
Lightmatter vs Ncodin, 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: Lightmatter is on 63/100 and Ncodin on 56/100.
Where each one leads
Lightmatter
- our overall score: 63/100 against 56/100
- agent readiness: 45/100 against 21/100
- domain rating: 56/100 against 28/100
- headcount: 318 against 39
- funding raised: $400M against $22.2M
- LinkedIn following: 63,729 against 2,947
Ncodin
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Lightmatter | Ncodin |
|---|---|---|
| What it is | Developing photonic computing and interconnect technology to accelerate AI infrastructure and improve energy efficiency. | Ncodin develops optical interposer technology with integrated nanolasers to overcome the limitations of traditional copper interconnects for AI. |
| Category | Hardware, Semiconductors, Photonics, AI Infrastructure | AI Hardware & Chips, Semiconductor, Chip Design, Photonic Chip Design |
| Sells toBusiness model | B2B | B2B |
| Offering | Hardware | Hardware |
| Founded | 2017 | 2023 |
| Headquarters | Mountain View, United States | Palaiseau, France |
| Status | Active | Active |
Size, funding and growth
| Measure | Lightmatter | Ncodin |
|---|---|---|
| Employees | 318 | 39 |
| Headcount growthLast 12 months | Not published | +35.8% |
| Total funding | $400M | $22.2M |
| Latest round | Series D | Seed |
| Valuation | $4.4B | Not published |
| LinkedIn followers | 63,729 | 2,947 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Lightmatter | Ncodin |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 63/100 | 56/100 |
| Traction | 60/100 | 53/100 |
| Team | 10/100 | 70/100 |
| Community | 8/100 | Not published |
| Search visibility | 39/100 | 34/100 |
| Quality | 78/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (45/100) | F (21/100) |
| Domain ratingLink authority, 0-100 | 56/100 | 28/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Lightmatter | Ncodin |
|---|---|---|
| Hosting | Not detected | OVH |
| CDN | Cloudflare | Not detected |
| CMS | WordPress | WordPress |
| Frameworks | Alpinejs, Tailwind CSS | Not detected |
| Analytics | Google Analytics 4 | Not detected |
What users say
| Measure | Lightmatter | Ncodin |
|---|---|---|
| Reddit sentimentThreads we track | 1 positive, 0 negative across 5 threads | Not published |
“Lightmatter unveils Guide DR, the AI Industries first liquid-cooled laser NIC that quadruples rack density. This isn’t just a product update—it’s a fundamental rethink of how light powers the data center. The future of AI infrastructure is ”r/u/peterbordes
Lightmatter vs Ncodin: common questions
Which is better, Lightmatter or Ncodin?
On our 0-100 score Lightmatter rates higher (63/100 against 56/100). 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 Lightmatter and Ncodin compare on the numbers?
Lightmatter leads on our overall score (63/100 against 56/100), agent readiness (45/100 against 21/100), domain rating (56/100 against 28/100), headcount (318 against 39), funding raised ($400M against $22.2M), LinkedIn following (63,729 against 2,947).
What do real users say about Lightmatter and Ncodin?
Lightmatter: 1 positive and 0 negative mentions across 5 Reddit threads we track, mostly in r/u/peterbordes.
Read the full Lightmatter review and pricing or the Ncodin review and pricing. You can also browse other Lightmatter alternatives we track.