8knots vs Databand.ai
8knots vs Databand.ai, compared side by side on 14 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: 8knots is on 35/100 and Databand.ai on 55/100.
Where each one leads
8knots
- agent readiness: 31/100 against 21/100
Databand.ai
- our overall score: 55/100 against 35/100
- headcount: 9 against 2
At a glance
| Measure | 8knots | Databand.ai |
|---|---|---|
| What it is | Enterprise cloud platform for managing and optimizing cloud infrastructure and applications. | Databand.ai provides a data observability platform for data engineers to monitor data pipelines and ensure data quality. |
| Category | Enterprise, Data, DataOps, Enterprise Software | Development Platform, Monitor, Observability, DevOps |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2022 | 2017 |
| Headquarters | San Francisco, United States | Tel Aviv, Israel |
| Status | Inactive | Active |
Size, funding and growth
| Measure | 8knots | Databand.ai |
|---|---|---|
| Employees | 2 | 9 |
| Headcount growthLast 12 months | Not published | -30.5% |
| Total funding | Not published | $18.5M |
| Latest round | Not published | Series A |
| LinkedIn followers | Not published | 5,177 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | 8knots | Databand.ai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 35/100 | 55/100 |
| Traction | 5/100 | 46/100 |
| Team | 60/100 | 70/100 |
| Search visibility | 11/100 | 35/100 |
| Quality | 45/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (31/100) | F (21/100) |
| Domain ratingLink authority, 0-100 | Not published | 53/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | 8knots | Databand.ai |
|---|---|---|
| Hosting | AWS | Not detected |
What users say
| Measure | 8knots | Databand.ai |
|---|---|---|
| Reddit sentimentThreads we track | Not published | 5 positive, 0 negative across 6 threads |
“IBM buys observability startup Databand.ai to fix ‘bad’ data issues.”r/devopsish
8knots vs Databand.ai: common questions
Which is better, 8knots or Databand.ai?
On our 0-100 score Databand.ai rates higher (55/100 against 35/100). 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 14 data points above: read the rows that match what you are buying for.
How do 8knots and Databand.ai compare on the numbers?
8knots leads on agent readiness (31/100 against 21/100). Databand.ai leads on our overall score (55/100 against 35/100), headcount (9 against 2).
What do real users say about 8knots and Databand.ai?
Databand.ai: 5 positive and 0 negative mentions across 6 Reddit threads we track, mostly in r/devopsish.
Read the full 8knots review and pricing or the Databand.ai review and pricing. You can also browse other 8knots alternatives we track.