CIQ vs tons.ai
CIQ vs tons.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: CIQ is on 59/100 and tons.ai on 35/100.
Where each one leads
CIQ
- our overall score: 59/100 against 35/100
- agent readiness: 56/100 against 42/100
- headcount: 140 against 2
- LinkedIn following: 7,031 against 645
tons.ai
Leads on none of the measures we hold for both companies.
At a glance
| Measure | CIQ | tons.ai |
|---|---|---|
| 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. | A stealth-mode startup aiming to be an innovation machine for machine learning development. |
| Category | Artificial Intelligence, Open Source Software, Enterprise Software, Open Source | Artificial Intelligence, Development, Data Science, MLOps |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2020 | 2019 |
| Headquarters | Reno, United States | Not published |
| Status | Active | Inactive |
Size, funding and growth
| Measure | CIQ | tons.ai |
|---|---|---|
| Employees | 140 | 2 |
| Headcount growthLast 12 months | Not published | -40.3% |
| Total funding | $26.0M | Not published |
| Latest round | Series A | Pre-Seed |
| Valuation | $150M | Not published |
| LinkedIn followers | 7,031 | 645 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | CIQ | tons.ai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 59/100 | 35/100 |
| Traction | 57/100 | 5/100 |
| Team | 50/100 | 30/100 |
| Search visibility | 24/100 | 32/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (56/100) | D (42/100) |
| Domain ratingLink authority, 0-100 | Not published | 1/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | CIQ | tons.ai |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Not detected |
| Support stack | Zendesk, HubSpot | Not detected |
CIQ vs tons.ai: common questions
Which is better, CIQ or tons.ai?
On our 0-100 score CIQ rates higher (59/100 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 CIQ and tons.ai compare on the numbers?
CIQ leads on our overall score (59/100 against 35/100), agent readiness (56/100 against 42/100), headcount (140 against 2), LinkedIn following (7,031 against 645).
Read the full CIQ review and pricing or the tons.ai review and pricing. You can also browse other CIQ alternatives we track.