Thinking Machines Lab Inc. vs VTag Labs
Thinking Machines Lab Inc. vs VTag Labs, compared side by side on 10 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: Thinking Machines Lab Inc. is on 69/100 and VTag Labs on 7/100.
Where each one leads
Thinking Machines Lab Inc.
- our overall score: 69/100 against 7/100
VTag Labs
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Thinking Machines Lab Inc. | VTag Labs |
|---|---|---|
| What it is | Frontier AI lab building multimodal AI systems with customizable, collaborative capabilities for enterprise applications, focusing on human-AI collaboration and personalized AI. | Develops VTag One, a memory-backed operator layer for human-AI work across memory, context, permissions, and AI operators. |
| Category | Frontier AI Lab, AGI Research, Foundation Model, Multimodal AI | Agentic AI, AI Agent, AI Operator, Human-AI Collaboration |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2025 | 2026 |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Thinking Machines Lab Inc. | VTag Labs |
|---|---|---|
| Employees | 212 | Not published |
| Headcount growthLast 12 months | +283.1% | Not published |
| Open roles | 38 | Not published |
| Total funding | $3.4B | Not published |
| Latest round | Seed | Not published |
| Valuation | $12B | Not published |
| LinkedIn followers | 141,099 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Thinking Machines Lab Inc. | VTag Labs |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 69/100 | 7/100 |
| Traction | 60/100 | Not published |
| Team | 70/100 | Not published |
| Search visibility | 40/100 | 2/100 |
| Quality | 78/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (40/100) | D (42/100) |
| Domain ratingLink authority, 0-100 | 75/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Thinking Machines Lab Inc. | VTag Labs |
|---|---|---|
| Hosting | Not detected | Self Managed |
| CDN | Cloudflare | Not detected |
| Open source | Yes | No |
What users say
| Measure | Thinking Machines Lab Inc. | VTag Labs |
|---|---|---|
| Reddit sentimentThreads we track | 2 positive, 0 negative across 6 threads | Not published |
“Thinking Machines wants to build an AI that actually listens while it talks.”r/technology
Thinking Machines Lab Inc. vs VTag Labs: common questions
Which is better, Thinking Machines Lab Inc. or VTag Labs?
On our 0-100 score Thinking Machines Lab Inc. rates higher (69/100 against 7/100). 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 10 data points above: read the rows that match what you are buying for.
How do Thinking Machines Lab Inc. and VTag Labs compare on the numbers?
Thinking Machines Lab Inc. leads on our overall score (69/100 against 7/100).
What do real users say about Thinking Machines Lab Inc. and VTag Labs?
Thinking Machines Lab Inc.: 2 positive and 0 negative mentions across 6 Reddit threads we track, mostly in r/technology.
Read the full Thinking Machines Lab Inc. review and pricing or the VTag Labs review and pricing. You can also browse other Thinking Machines Lab Inc. alternatives we track.