Lila Sciences vs PhysicsX
Which Infrastructure AI tool is better in 2026?
Lila Sciences
Building scientific superintelligence and autonomous AI labs for life, chemical and materials sciences.
PhysicsX
AI-native engineering simulation that optimizes physical products in minutes.
Side-by-side
Lila Sciences is the more established option (raised $550M); pricing is comparable on both sides.
| Metric | Lila Sciences | PhysicsX |
|---|---|---|
| Taglinei | Building scientific superintelligence and autonomous AI labs for life, chemical and materials sciences. | AI-native engineering simulation that optimizes physical products in minutes. |
| Foundedi | 2023 | 2019🏆 |
| HQi | Cambridge, US | London, GB |
| Employeesi | 201-500 | 51-200🏆 |
| Neuron scorei | 73🏆 | 58 |
| Total fundingi | $550M🏆 | $175M |
| Latest roundi | Series A Extension · Oct 2025 | Series B extension · Nov 2025 |
| Valuationi | $1.3B🏆 | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Pricing not listed | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Lila Sciences and PhysicsX.
| Capability | Lila Sciences | PhysicsX |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Lila Sciences
- Has raised more capital ($550M vs $175M)
- Higher Neuron score (73 vs 58)
- Newer company (2023)
🔵 Strengths of PhysicsX
- More mature (2019)
Which should you choose?
Choose PhysicsX if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Lila Sciences if you want the most established option — it has raised $550M, 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
Lila Sciences vs PhysicsX — which is better?
It depends on your priority. Lila Sciences has raised more capital and is the more established option; PhysicsX has broader feature depth. See the side-by-side table above.
Is Lila Sciences cheaper than PhysicsX?
No — PhysicsX's cheapest paid plan is Enterprise · Contact sales, while Lila Sciences's is Pricing not listed.
Do Lila Sciences and PhysicsX offer free plans?
Lila Sciences: Paid only. PhysicsX: Paid only.
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