Comet ML vs Onyx Security
Comet ML vs Onyx Security, compared side by side on 22 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: Comet ML is on 64/100 and Onyx Security on 63/100.
Where each one leads
Comet ML
- agent readiness: 68/100 against 50/100
- domain rating: 73/100 against 44/100
- LinkedIn following: 20,272 against 5,381
Onyx Security
- funding raised: $153M against $69.8M
At a glance
| Measure | Comet ML | Onyx Security |
|---|---|---|
| What it is | A meta machine learning platform for tracking, comparing, and optimizing ML experiments. | A secure AI control plane platform for discovering, monitoring, and governing enterprise AI agents. |
| Category | MLOps, Machine Learning, Training, Artificial Intelligence | AI Governance, AI Observability, Cybersecurity, Agentic AI |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2017 | 2024 |
| Headquarters | New York, United States | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | Comet ML | Onyx Security |
|---|---|---|
| Employees | 104 | 98 |
| Headcount growthLast 12 months | Not published | +75.5% |
| Open roles | Not published | 11 |
| Total funding | $69.8M | $153M |
| Latest round | Series B | Series B |
| Valuation | Not published | $640M |
| LinkedIn followers | 20,272 | 5,381 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Comet ML | Onyx Security |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 64/100 | 63/100 |
| Traction | 59/100 | 60/100 |
| Team | 70/100 | 80/100 |
| Community | Not published | 42/100 |
| Search visibility | 46/100 | 77/100 |
| Quality | 68/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | C (68/100) | D (50/100) |
| Domain ratingLink authority, 0-100 | 73/100 | 44/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Comet ML | Onyx Security |
|---|---|---|
| Hosting | Self Managed | Not detected |
| CDN | Not detected | Cloudflare |
| CMS | WordPress | Webflow |
| Frameworks | Jquery | Bootstrap |
| Analytics | Google Tag Manager, Jetpack Stats | Google Analytics 4, Google Tag Manager |
| Support stack | Not detected | HubSpot |
| Open source | Yes | No |
What users say
| Measure | Comet ML | Onyx Security |
|---|---|---|
| Community ratingVisitor votes on StartupHub | Not published | 2.1/5 from 7 votes |
| Reddit sentimentThreads we track | Not published | 2 positive, 0 negative across 2 threads |
“Onyx Security raises $113 million for AI agent control plane.”r/RuntimeWire
Comet ML vs Onyx Security: common questions
Which is better, Comet ML or Onyx Security?
On our 0-100 score Comet ML rates higher (64/100 against 63/100). 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 22 data points above: read the rows that match what you are buying for.
How do Comet ML and Onyx Security compare on the numbers?
Comet ML leads on agent readiness (68/100 against 50/100), domain rating (73/100 against 44/100), LinkedIn following (20,272 against 5,381). Onyx Security leads on funding raised ($153M against $69.8M).
What do real users say about Comet ML and Onyx Security?
Onyx Security: 2 positive and 0 negative mentions across 2 Reddit threads we track, mostly in r/RuntimeWire.
Read the full Comet ML review and pricing or the Onyx Security review and pricing. You can also browse other Comet ML alternatives we track.

