Aurora Innovation vs Stack AV
Aurora Innovation vs Stack AV, 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: Aurora Innovation is on 68/100 and Stack AV on 55/100.
Where each one leads
Aurora Innovation
- our overall score: 68/100 against 55/100
- agent readiness: 42/100 against 34/100
- domain rating: 71/100 against 28/100
- headcount: 2,509 against 274
- funding raised: $4.7B against $100M
- LinkedIn following: 117,690 against 7,653
Stack AV
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Aurora Innovation | Stack AV |
|---|---|---|
| What it is | Aurora Innovation develops the Aurora Driver, a self-driving system for autonomous trucks and ride-hailing vehicles. | Autonomous vehicle technology company focused on logistics and freight. |
| Category | AI, AI Infrastructure, Autonomous Driving AI, Autonomous Vehicles | Autonomous Vehicles, Robotics, LogisticsTech, Fleet Management |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | hardware | platform | Software |
| Founded | 2017 | 2023 |
| Headquarters | Pittsburgh, United States | Pittsburgh, USA |
| Status | Active | Active |
Size, funding and growth
| Measure | Aurora Innovation | Stack AV |
|---|---|---|
| Employees | 2,509 | 274 |
| Total funding | $4.7B | $100M |
| Latest round | Post IPO | Series B |
| Valuation | $15B | Not published |
| LinkedIn followers | 117,690 | 7,653 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Aurora Innovation | Stack AV |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 68/100 | 55/100 |
| Traction | 60/100 | 60/100 |
| Team | 70/100 | Not published |
| Search visibility | 54/100 | 48/100 |
| Quality | 78/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (42/100) | F (34/100) |
| Domain ratingLink authority, 0-100 | 71/100 | 28/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Aurora Innovation | Stack AV |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Cloudflare |
| Frameworks | Nuxt | Next.js, Tailwind CSS |
| Support stack | HubSpot | Not detected |
Aurora Innovation vs Stack AV: common questions
Which is better, Aurora Innovation or Stack AV?
On our 0-100 score Aurora Innovation rates higher (68/100 against 55/100). 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 Aurora Innovation and Stack AV compare on the numbers?
Aurora Innovation leads on our overall score (68/100 against 55/100), agent readiness (42/100 against 34/100), domain rating (71/100 against 28/100), headcount (2,509 against 274), funding raised ($4.7B against $100M), LinkedIn following (117,690 against 7,653).
Read the full Aurora Innovation review and pricing or the Stack AV review and pricing. You can also browse other Aurora Innovation alternatives we track.

