Gray Swan vs Reco
Gray Swan vs Reco, 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: Gray Swan is on 63/100 and Reco on 65/100.
Where each one leads
Gray Swan
Leads on none of the measures we hold for both companies.
Reco
- agent readiness: 48/100 against 39/100
- headcount: 185 against 81
- funding raised: $123M against $45.7M
- LinkedIn following: 17,359 against 7,116
At a glance
| Measure | Gray Swan | Reco |
|---|---|---|
| What it is | Gray Swan provides enterprise-grade security solutions for LLMs, developed by the pioneers of AI vulnerability research, enabling confident AI deployment. | Identity-first SaaS security platform for discovering and controlling SaaS applications, identities, and data. |
| Category | Cybersecurity, AI Safety, AI Alignment, Large Language Model | Cybersecurity, SaaS Security, Cloud Security, Identity & Access Management |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2023 | 2020 |
| Headquarters | Pittsburgh, United States | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | Gray Swan | Reco |
|---|---|---|
| Employees | 81 | 185 |
| Headcount growthLast 12 months | Not published | +88.4% |
| Total funding | $45.7M | $123M |
| Latest round | Series A | Series B |
| Valuation | $200M | Not published |
| LinkedIn followers | 7,116 | 17,359 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Gray Swan | Reco |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 63/100 | 65/100 |
| Traction | 57/100 | 60/100 |
| Team | 70/100 | 70/100 |
| Community | Not published | 8/100 |
| Search visibility | 23/100 | 56/100 |
| Quality | 72/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (39/100) | D (48/100) |
| Domain ratingLink authority, 0-100 | 64/100 | 68/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Gray Swan | Reco |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| CMS | Webflow | Webflow |
| Frameworks | Tailwind CSS | Not detected |
| Analytics | PostHog | Google Tag Manager |
| Support stack | HubSpot | HubSpot |
What users say
| Measure | Gray Swan | Reco |
|---|---|---|
| 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 Reco: common questions
Which is better, Gray Swan or Reco?
On our 0-100 score Reco rates higher (65/100 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 Gray Swan and Reco compare on the numbers?
Reco leads on agent readiness (48/100 against 39/100), headcount (185 against 81), funding raised ($123M against $45.7M), LinkedIn following (17,359 against 7,116).
What do real users say about Gray Swan and Reco?
Gray Swan: 5 positive and 0 negative mentions across 5 Reddit threads we track.
Read the full Gray Swan review and pricing or the Reco review and pricing. You can also browse other Gray Swan alternatives we track.