d-Matrix vs Ragie
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
Ragie
Fully managed RAG-as-a-Service for developers
Side-by-side
d-Matrix is the more established option (raised $385M); pricing is comparable on both sides.
| Metric | d-Matrix | Ragie |
|---|---|---|
| Taglinei | Digital in-memory compute (DIMC) chiplet-based hardware purpose-built for AI inference in the | Fully managed RAG-as-a-Service for developers |
| Foundedi | — | 2024🏆 |
| HQi | — | San Francisco, US |
| Employeesi | 11-50🏆 | 1-10 |
| Neuron scorei | 76🏆 | 54 |
| Total fundingi | $385M🏆 | $5.5M |
| Latest roundi | Series B | Seed · Aug 2024 |
| 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 d-Matrix and Ragie.
| Capability | d-Matrix | Ragie |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of d-Matrix
- Has raised more capital ($385M vs $5.5M)
- Higher Neuron score (76 vs 54)
🔵 Strengths of Ragie
- Newer company (2024)
Which should you choose?
Choose Ragie 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 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 Ragie — which is better?
It depends on your priority. d-Matrix has raised more capital and is the more established option; Ragie has broader feature depth. See the side-by-side table above.
Is d-Matrix cheaper than Ragie?
No — Ragie's cheapest paid plan is Free, while d-Matrix's is Free.
Do d-Matrix and Ragie offer free plans?
d-Matrix: Yes, has a free plan. Ragie: Yes, has a free plan.
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