Nomic AI vs Qdrant
Which Embeddings & RAG AI tool is better in 2026?
Nomic AI
Open-source embeddings and Atlas data maps for AI teams
Qdrant
High-performance vector search engine built in Rust for production-grade AI retrieval.
Side-by-side
| Nomic AI | Qdrant | |
|---|---|---|
| Tagline | Open-source embeddings and Atlas data maps for AI teams | High-performance vector search engine built in Rust for production-grade AI retrieval. |
| Founded | 2022 | 2021 |
| HQ | New York, US | Berlin, DE |
| Employees | 11-50 | 51-200 |
| Total funding | $19M | $50M |
| Latest round | Series A · Oct 2024 | Series B · Mar 2026 |
| Valuation | $100M | — |
| Cheapest paid plan | Pricing not disclosed | — |
| Free plan | ✓ | ✓ Free |
| Free trial | ✓ | ✓ |
| Top tier price | Pricing not disclosed | Hybrid Cloud · Contact sales |
| Pricing summary | Free | 4 published plans |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for Nomic AI and Qdrant.
| Capability | Nomic AI | Qdrant |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 2 (python, typescript) | 6 (Python, TypeScript, Rust, Go…) |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Nomic AI
- Higher Neuron score (82 vs 52)
- Newer company (2022)
🔵 Strengths of Qdrant
- Has raised more capital ($50M vs $19M)
- More mature (2021)
Which should you choose?
Choose Qdrant if price matters most — it starts at Free, which is friendlier for teams watching burn. Both Embeddings & RAG tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Qdrant if you want the most established option — it has raised $50M, 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
Nomic AI vs Qdrant — which is better?
It depends on your priority. Nomic AI is the leaner option; Qdrant has broader feature depth. See the side-by-side table above.
Is Nomic AI cheaper than Qdrant?
No — Qdrant's cheapest paid plan is Free, while Nomic AI's is Free.
Do Nomic AI and Qdrant offer free plans?
Nomic AI: Yes, has a free plan. Qdrant: Yes, has a free plan.
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