FriendliAI vs MatX
Which Infrastructure AI tool is better in 2026?
FriendliAI
Fast, cost-efficient generative AI inference for any model
MatX
Chips built from the ground up for frontier large language models
Side-by-side
MatX is the more established option (raised $545M); pricing is comparable on both sides.
| Metric | FriendliAI | MatX |
|---|---|---|
| Taglinei | Fast, cost-efficient generative AI inference for any model | Chips built from the ground up for frontier large language models |
| Foundedi | 2021🏆 | 2024 |
| HQi | Redwood City, US | Mountain View, US |
| Employeesi | 51-200🏆 | 11-50 |
| Neuron scorei | 72🏆 | 71 |
| Total fundingi | $25M | $545M🏆 |
| Latest roundi | Seed | Series B · Feb 2026 |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✓ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for FriendliAI and MatX.
| Capability | FriendliAI | MatX |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of FriendliAI
- Higher Neuron score (72 vs 71)
- More mature (2021)
🔵 Strengths of MatX
- Has raised more capital ($545M vs $25M)
- Newer company (2024)
Which should you choose?
Choose MatX if price matters most — it starts at Free, 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 MatX if you want the most established option — it has raised $545M, 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
FriendliAI vs MatX — which is better?
It depends on your priority. FriendliAI is the leaner option; MatX has broader feature depth. See the side-by-side table above.
Is FriendliAI cheaper than MatX?
No — MatX's cheapest paid plan is Free, while FriendliAI's is Free.
Do FriendliAI and MatX offer free plans?
FriendliAI: Yes, has a free plan. MatX: Yes, has a free plan.
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