Covariant vs Mujin
Which Logistics AI tool is better in 2026?
Covariant
AI robots that learn and generalise
Mujin
Intelligent industrial robotics OS for manufacturing and logistics
Side-by-side
Mujin is the more established option (raised $411M); pricing is comparable on both sides.
| Metric | Covariant | Mujin |
|---|---|---|
| Taglinei | AI robots that learn and generalise | Intelligent industrial robotics OS for manufacturing and logistics |
| Foundedi | 2017 | 2011🏆 |
| HQi | Emeryville, US | JP |
| Employeesi | 100-200🏆 | — |
| Neuron scorei | 52🏆 | 38 |
| Total fundingi | $222M | $411M🏆 |
| Latest roundi | Series C · Apr 2023 | Series D · Dec 2025 |
| Valuationi | $625M🏆 | — |
| Cheapest paid plani | — | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Enterprise / Custom · Contact sales | Enterprise · Contact sales |
| Pricing summaryi | 1 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Covariant and Mujin.
| Capability | Covariant | Mujin |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Covariant
- Higher Neuron score (52 vs 38)
- Newer company (2017)
- Verified profile
🔵 Strengths of Mujin
- Has raised more capital ($411M vs $222M)
- More mature (2011)
Which should you choose?
Choose Mujin if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Logistics tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Mujin if you want the most established option — it has raised $411M, 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 Mujin — which is better?
It depends on your priority. Covariant is the leaner option; Mujin has broader feature depth. See the side-by-side table above.
Is Covariant cheaper than Mujin?
No — Mujin's cheapest paid plan is Enterprise · Contact sales, while Covariant's is Enterprise · Contact sales.
Do Covariant and Mujin offer free plans?
Covariant: Paid only. Mujin: Paid only.
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