CIQ vs Hirundo
CIQ vs Hirundo, 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 Hirundo on 38/100.
Where each one leads
CIQ
- our overall score: 59/100 against 38/100
- agent readiness: 56/100 against 39/100
- headcount: 140 against 21
- LinkedIn following: 7,031 against 1,479
Hirundo
Leads on none of the measures we hold for both companies.
At a glance
| Measure | CIQ | Hirundo |
|---|---|---|
| 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. | ML data optimization platform for AI training data, focusing on optimization, debugging, and unlearning. |
| Category | Artificial Intelligence, Open Source Software, Enterprise Software, Open Source | Artificial Intelligence, Data, Training, MLOps |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2020 | 2022 |
| Headquarters | Reno, United States | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | CIQ | Hirundo |
|---|---|---|
| Employees | 140 | 21 |
| Total funding | $26.0M | Not published |
| Latest round | Series A | Not published |
| Valuation | $150M | Not published |
| LinkedIn followers | 7,031 | 1,479 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | CIQ | Hirundo |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 59/100 | 38/100 |
| Traction | 57/100 | 13/100 |
| Team | 50/100 | 70/100 |
| Search visibility | 24/100 | 34/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (56/100) | F (39/100) |
| Domain ratingLink authority, 0-100 | Not published | 22/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | CIQ | Hirundo |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Cloudflare |
| CMS | Not detected | Webflow |
| Analytics | Not detected | Google Analytics 4 |
CIQ vs Hirundo: common questions
Which is better, CIQ or Hirundo?
On our 0-100 score CIQ rates higher (59/100 against 38/100). 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 Hirundo compare on the numbers?
CIQ leads on our overall score (59/100 against 38/100), agent readiness (56/100 against 39/100), headcount (140 against 21), LinkedIn following (7,031 against 1,479).
Read the full CIQ review and pricing or the Hirundo review and pricing. You can also browse other CIQ alternatives we track.