d-Matrix vs KERNEL
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
KERNEL
Crazy fast, open source infra for AI agents to use the Internet
Side-by-side
d-Matrix is the more established option (raised $385M); pricing is comparable on both sides.
| Metric | d-Matrix | KERNEL |
|---|---|---|
| Taglinei | Digital in-memory compute (DIMC) chiplet-based hardware purpose-built for AI inference in the | Crazy fast, open source infra for AI agents to use the Internet |
| Foundedi | — | 2025🏆 |
| HQi | — | San Francisco, US |
| Employeesi | 11-50🏆 | 1-10 |
| Neuron scorei | 76🏆 | 55 |
| Total fundingi | $385M🏆 | $22.5M |
| Latest roundi | Series B | Series A · Oct 2025 |
| 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 | Pricing not listed |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for d-Matrix and KERNEL.
| Capability | d-Matrix | KERNEL |
|---|---|---|
| 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 $22.5M)
- Higher Neuron score (76 vs 55)
- Offers a free plan
- Offers a free trial
🔵 Strengths of KERNEL
- Newer company (2025)
Which should you choose?
Choose KERNEL if price matters most — it starts at Pricing not listed, 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 KERNEL — which is better?
It depends on your priority. d-Matrix has raised more capital and is the more established option; KERNEL has broader feature depth. See the side-by-side table above.
Is d-Matrix cheaper than KERNEL?
No — KERNEL's cheapest paid plan is Pricing not listed, while d-Matrix's is Free.
Do d-Matrix and KERNEL offer free plans?
d-Matrix: Yes, has a free plan. KERNEL: Paid only.
Explore more AI Infrastructure tools
Contextual paths to related AI startups, deals and rankings.