Gray Swan vs Oplane
Gray Swan vs Oplane, compared side by side on 16 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: Gray Swan is on 63/100 and Oplane on 49/100.
Where each one leads
Gray Swan
- our overall score: 63/100 against 49/100
- agent readiness: 39/100 against 21/100
- funding raised: $45.7M against $4.5M
Oplane
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Gray Swan | Oplane |
|---|---|---|
| What it is | Gray Swan provides enterprise-grade security solutions for LLMs, developed by the pioneers of AI vulnerability research, enabling confident AI deployment. | Agentic security platform for AI-assisted software development. |
| Category | Cybersecurity, AI Safety, AI Alignment, Large Language Model | Cybersecurity, Artificial Intelligence, Software Development, DevSecOps |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2023 | 2023 |
| Headquarters | Pittsburgh, United States | Malmö, Sweden |
| Status | Active | Active |
Size, funding and growth
| Measure | Gray Swan | Oplane |
|---|---|---|
| Employees | 81 | Not published |
| Total funding | $45.7M | $4.5M |
| Latest round | Series A | Seed |
| Valuation | $200M | Not published |
| LinkedIn followers | 7,116 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Gray Swan | Oplane |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 63/100 | 49/100 |
| Traction | 57/100 | 33/100 |
| Team | 70/100 | 70/100 |
| Search visibility | 23/100 | 17/100 |
| Quality | 72/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (39/100) | F (21/100) |
| Domain ratingLink authority, 0-100 | 64/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Gray Swan | Oplane |
|---|---|---|
| CDN | Cloudflare | Not detected |
| CMS | Webflow | Not detected |
| Frameworks | Tailwind CSS | Not detected |
| Analytics | PostHog | Not detected |
| Support stack | HubSpot | Not detected |
| Open source | No | Yes |
What users say
| Measure | Gray Swan | Oplane |
|---|---|---|
| Reddit sentimentThreads we track | 5 positive, 0 negative across 5 threads | Not published |
“Gray Swan AI—where AI security meets the underground. This is the proving ground for red teamers, hackers, & AI skeptics pushing models to their limits. Jailbreak, exploit, & expose vulnerabilities in cutting-edge AI systems.”r/
Gray Swan vs Oplane: common questions
Which is better, Gray Swan or Oplane?
On our 0-100 score Gray Swan rates higher (63/100 against 49/100). 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 16 data points above: read the rows that match what you are buying for.
How do Gray Swan and Oplane compare on the numbers?
Gray Swan leads on our overall score (63/100 against 49/100), agent readiness (39/100 against 21/100), funding raised ($45.7M against $4.5M).
What do real users say about Gray Swan and Oplane?
Gray Swan: 5 positive and 0 negative mentions across 5 Reddit threads we track.
Read the full Gray Swan review and pricing or the Oplane review and pricing. You can also browse other Gray Swan alternatives we track.