d-Matrix vs Novita AI
Which Infrastructure AI tool is better in 2026?
d-Matrix
Digital in-memory compute (DIMC) chiplet-based hardware purpose-built for AI inference in the
Novita AI
Affordable model APIs, serverless GPUs, and agent sandboxes in one cloud
Side-by-side
d-Matrix is the more established option (raised $385M); pricing is comparable on both sides.
| Metric | d-Matrix | Novita AI |
|---|---|---|
| Taglinei | Digital in-memory compute (DIMC) chiplet-based hardware purpose-built for AI inference in the | Affordable model APIs, serverless GPUs, and agent sandboxes in one cloud |
| Foundedi | — | 2023🏆 |
| HQi | — | San Francisco, United States |
| Employeesi | 11-50🏆 | — |
| Neuron scorei | 76🏆 | 60 |
| Total fundingi | $385M🏆 | Undisclosed |
| Latest roundi | Series B | — |
| 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 trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for d-Matrix and Novita AI.
| Capability | d-Matrix | Novita AI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 3 (Python, JavaScript, REST API) |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of d-Matrix
- Has raised more capital ($385M vs Undisclosed)
- Higher Neuron score (76 vs 60)
- Offers a free plan
🔵 Strengths of Novita AI
- Newer company (2023)
Which should you choose?
Choose Novita AI if price matters most — it starts at Free trial, 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 d-Matrix if you want the most established option — it has raised $385M, 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
d-Matrix vs Novita AI — which is better?
It depends on your priority. d-Matrix has raised more capital and is the more established option; Novita AI has broader feature depth. See the side-by-side table above.
Is d-Matrix cheaper than Novita AI?
No — Novita AI's cheapest paid plan is Free trial, while d-Matrix's is Free.
Do d-Matrix and Novita AI offer free plans?
d-Matrix: Yes, has a free plan. Novita AI: Free trial only.
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