Physical Intelligence vs Seeing Systems
Which Robotics AI tool is better in 2026?
Physical Intelligence
Foundation models for physical world AI
Seeing Systems
Modular AI-commanded autonomous strike drones built for contested combat environments.
Side-by-side
Physical Intelligence is the more established option (raised $600M); pricing is comparable on both sides.
| Metric | Physical Intelligence | Seeing Systems |
|---|---|---|
| Taglinei | Foundation models for physical world AI | Modular AI-commanded autonomous strike drones built for contested combat environments. |
| Foundedi | 2023🏆 | 2025 |
| HQi | San Francisco, US | London, GB |
| Employeesi | 100-200🏆 | — |
| Neuron scorei | 68🏆 | 60 |
| Total fundingi | $600M🏆 | $500K |
| Latest roundi | Series B · Nov 2025 | Seed · Jan 2026 |
| Valuationi | $5.6B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Enterprise / Partner · Contact sales | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Contact-sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Physical Intelligence and Seeing Systems.
| Capability | Physical Intelligence | Seeing Systems |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Physical Intelligence
- Has raised more capital ($600M vs $500K)
- Higher Neuron score (68 vs 60)
- More mature (2023)
- Verified profile
🔵 Strengths of Seeing Systems
- Newer company (2025)
Which should you choose?
Choose Seeing Systems if price matters most — it starts at Contact-sales, which is friendlier for teams watching burn. Both AI Robotics tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Physical Intelligence if you want the most established option — it has raised $600M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Physical Intelligence vs Seeing Systems — which is better?
It depends on your priority. Physical Intelligence has raised more capital and is the more established option; Seeing Systems has broader feature depth. See the side-by-side table above.
Is Physical Intelligence cheaper than Seeing Systems?
No — Seeing Systems's cheapest paid plan is Contact-sales, while Physical Intelligence's is Enterprise · Contact sales.
Do Physical Intelligence and Seeing Systems offer free plans?
Physical Intelligence: Paid only. Seeing Systems: Paid only.
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