DarwinAI vs H2O.ai
DarwinAI vs H2O.ai, compared side by side on 15 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: DarwinAI is on 39/100 and H2O.ai on 64/100.
Where each one leads
DarwinAI
Leads on none of the measures we hold for both companies.
H2O.ai
- our overall score: 64/100 against 39/100
- agent readiness: 42/100 against 22/100
- domain rating: 77/100 against 46/100
- funding raised: $228M against $15.0M
At a glance
| Measure | DarwinAI | H2O.ai |
|---|---|---|
| What it is | AI platform for optimizing and verifying AI models for enterprise deployment. | An open-source AI and machine learning platform for enterprises. |
| Category | MLOps, AI Governance, AI Safety, AI Testing | Foundation Model, Generative AI, Large Language Model, Agentic AI |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2017 | 2012 |
| Headquarters | Waterloo, Canada | Mountain View, United States |
| Status | Inactive | Active |
Size, funding and growth
| Measure | DarwinAI | H2O.ai |
|---|---|---|
| Employees | Not published | 352 |
| Headcount growthLast 12 months | Not published | +5.6% |
| Total funding | $15.0M | $228M |
| Latest round | Series A | Series E |
| Valuation | Not published | $1.7B |
| LinkedIn followers | Not published | 155,295 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | DarwinAI | H2O.ai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 39/100 | 64/100 |
| Traction | Not published | 60/100 |
| Team | Not published | 70/100 |
| Community | Not published | 8/100 |
| Search visibility | 6/100 | 35/100 |
| Quality | Not published | 70/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (22/100) | D (42/100) |
| Domain ratingLink authority, 0-100 | 46/100 | 77/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | DarwinAI | H2O.ai |
|---|---|---|
| Frameworks | Not detected | Bootstrap |
| Analytics | Not detected | Google Tag Manager |
| Support stack | Not detected | HubSpot |
| Open source | No | Yes |
| Self-hostable | No | Yes |
DarwinAI vs H2O.ai: common questions
Which is better, DarwinAI or H2O.ai?
On our 0-100 score H2O.ai rates higher (64/100 against 39/100). 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 15 data points above: read the rows that match what you are buying for.
How do DarwinAI and H2O.ai compare on the numbers?
H2O.ai leads on our overall score (64/100 against 39/100), agent readiness (42/100 against 22/100), domain rating (77/100 against 46/100), funding raised ($228M against $15.0M).
Read the full DarwinAI review and pricing or the H2O.ai review and pricing. You can also browse other DarwinAI alternatives we track.