Aurora Innovation vs Kodiak.ai
Aurora Innovation vs Kodiak.ai, compared side by side on 21 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 Kodiak.ai on 63/100.
Where each one leads
Aurora Innovation
- our overall score: 68/100 against 63/100
- headcount: 2,509 against 354
- funding raised: $4.7B against $375M
- LinkedIn following: 117,690 against 33,858
Kodiak.ai
- agent readiness: 47/100 against 42/100
At a glance
| Measure | Aurora Innovation | Kodiak.ai |
|---|---|---|
| What it is | Aurora Innovation develops the Aurora Driver, a self-driving system for autonomous trucks and ride-hailing vehicles. | Autonomous trucking company developing self-driving technology for long-haul freight. |
| Category | AI, AI Infrastructure, Autonomous Driving AI, Autonomous Vehicles | Automotive, ADAS, Autonomous, Trucks |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | hardware | platform | Software, Hardware |
| Founded | 2017 | 2018 |
| Headquarters | Pittsburgh, United States | Dallas, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Aurora Innovation | Kodiak.ai |
|---|---|---|
| Employees | 2,509 | 354 |
| Total funding | $4.7B | $375M |
| Latest round | Post IPO | Series D |
| Valuation | $15B | Not published |
| LinkedIn followers | 117,690 | 33,858 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Aurora Innovation | Kodiak.ai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 68/100 | 63/100 |
| Traction | 60/100 | 60/100 |
| Team | 70/100 | 70/100 |
| Community | Not published | 8/100 |
| Search visibility | 54/100 | 51/100 |
| Quality | 78/100 | 65/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (42/100) | D (47/100) |
| Domain ratingLink authority, 0-100 | 71/100 | 64/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Aurora Innovation | Kodiak.ai |
|---|---|---|
| Hosting | Netlify | Vercel |
| CDN | Netlify | Vercel |
| Frameworks | Nuxt | Next.js |
| Support stack | HubSpot | Not detected |
Aurora Innovation vs Kodiak.ai: common questions
Which is better, Aurora Innovation or Kodiak.ai?
On our 0-100 score Aurora Innovation rates higher (68/100 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 21 data points above: read the rows that match what you are buying for.
How do Aurora Innovation and Kodiak.ai compare on the numbers?
Aurora Innovation leads on our overall score (68/100 against 63/100), headcount (2,509 against 354), funding raised ($4.7B against $375M), LinkedIn following (117,690 against 33,858). Kodiak.ai leads on agent readiness (47/100 against 42/100).
Read the full Aurora Innovation review and pricing or the Kodiak.ai review and pricing. You can also browse other Aurora Innovation alternatives we track.