EnCharge AI vs Zilliz
Which Infrastructure AI tool is better in 2026?
EnCharge AI
Analog in-memory AI chips that slash energy use for inference
Zilliz
Fully managed vector database for AI, built by the creators of Milvus
Side-by-side
EnCharge AI is the more established option (raised $144M), but Zilliz is cheaper to start.
| Metric | EnCharge AI | Zilliz |
|---|---|---|
| Taglinei | Analog in-memory AI chips that slash energy use for inference | Fully managed vector database for AI, built by the creators of Milvus |
| Foundedi | 2022 | 2017🏆 |
| HQi | Santa Clara, US | Redwood City, United States |
| Employeesi | 51-200🏆 | 200 |
| Neuron scorei | 62 | 75🏆 |
| Total fundingi | $144M🏆 | $113M |
| Latest roundi | Series B · Feb 2025 | series_b · Aug 2022 |
| 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 | Enterprise · Contact sales | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for EnCharge AI and Zilliz.
| Capability | EnCharge AI | Zilliz |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 5 (Python, Node.js, Go, Java…) |
| Free plan | ✗ | ✓ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of EnCharge AI
- Has raised more capital ($144M vs $113M)
- Newer company (2022)
🔵 Strengths of Zilliz
- Higher Neuron score (75 vs 62)
- Offers a free plan
- Offers a free trial
- More mature (2017)
Which should you choose?
Choose Zilliz 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 EnCharge AI if you want the most established option — it has raised $144M, 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
EnCharge AI vs Zilliz — which is better?
It depends on your priority. EnCharge AI has raised more capital and is the more established option; Zilliz is cheaper to start. See the side-by-side table above.
Is EnCharge AI cheaper than Zilliz?
No — Zilliz's cheapest paid plan is Free, while EnCharge AI's is Enterprise · Contact sales.
Do EnCharge AI and Zilliz offer free plans?
EnCharge AI: Paid only. Zilliz: Yes, has a free plan.
Explore more AI Infrastructure tools
Contextual paths to related AI startups, deals and rankings.