Covariant vs Physical Intelligence
Which Robotics AI tool is better in 2026?
Covariant
AI robots that learn and generalise
Physical Intelligence
Foundation models for physical world AI
Side-by-side
| Covariant | Physical Intelligence | |
|---|---|---|
| Tagline | AI robots that learn and generalise | Foundation models for physical world AI |
| Founded | 2017 | 2023 |
| HQ | Emeryville, US | San Francisco, US |
| Employees | 100-200 | 100-200 |
| Total funding | $222M | $735M |
| Latest round | Series C | Series B |
| Valuation | $625M | $2.7B |
| Cheapest paid plan | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Top tier price | Enterprise / Custom · Contact sales | Enterprise / Partner · Contact sales |
| Pricing summary | 1 published plans | 1 published plans |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for Covariant and Physical Intelligence.
| Capability | Covariant | Physical Intelligence |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 1 (Python) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✓ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Covariant
- More mature (2017)
🔵 Strengths of Physical Intelligence
- Has raised more capital ($735M vs $222M)
- Higher Neuron score (63 vs 44)
- Newer company (2023)
Which should you choose?
Choose Physical Intelligence if price matters most — it starts at Enterprise · 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 $735M, 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
Covariant vs Physical Intelligence — which is better?
It depends on your priority. Covariant is the leaner option; Physical Intelligence has broader feature depth. See the side-by-side table above.
Is Covariant cheaper than Physical Intelligence?
No — Physical Intelligence's cheapest paid plan is Enterprise · Contact sales, while Covariant's is Enterprise · Contact sales.
Do Covariant and Physical Intelligence offer free plans?
Covariant: Paid only. Physical Intelligence: Paid only.
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