CIQ vs Macrodata Labs
CIQ vs Macrodata Labs, 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: CIQ is on 59/100 and Macrodata Labs on 39/100.
Where each one leads
CIQ
- our overall score: 59/100 against 39/100
- funding raised: $26.0M against $4.0M
Macrodata Labs
Leads on none of the measures we hold for both companies.
At a glance
| Measure | CIQ | Macrodata Labs |
|---|---|---|
| What it is | Sponsors of OpenWALDO, a community-driven initiative for open-source AI training data, and provider of enterprise Linux, HPC, and AI infrastructure software. | Infrastructure for the robotics data loop. |
| Category | Artificial Intelligence, Open Source Software, Enterprise Software, Open Source | Artificial Intelligence, Robotics, Data Infrastructure, Robotics OS |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2020 | 2022 |
| Headquarters | Reno, United States | Paris, France |
| Status | Active | Inactive |
Size, funding and growth
| Measure | CIQ | Macrodata Labs |
|---|---|---|
| Employees | 140 | Not published |
| Total funding | $26.0M | $4.0M |
| Latest round | Series A | Pre-Seed |
| Valuation | $150M | Not published |
| LinkedIn followers | 7,031 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | CIQ | Macrodata Labs |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 59/100 | 39/100 |
| Traction | 57/100 | 33/100 |
| Team | 50/100 | 60/100 |
| Search visibility | 24/100 | Not published |
| Quality | 68/100 | 45/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (56/100) | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | CIQ | Macrodata Labs |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Not detected |
| Open source | No | Yes |
| Self-hostable | No | Yes |
CIQ vs Macrodata Labs: common questions
Which is better, CIQ or Macrodata Labs?
On our 0-100 score CIQ rates higher (59/100 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 CIQ and Macrodata Labs compare on the numbers?
CIQ leads on our overall score (59/100 against 39/100), funding raised ($26.0M against $4.0M).
Read the full CIQ review and pricing or the Macrodata Labs review and pricing. You can also browse other CIQ alternatives we track.