Qdrant vs Ragie
Which Infrastructure AI tool is better in 2026?
Qdrant
High-performance vector search engine built in Rust for production-grade AI retrieval.
Ragie
Fully managed RAG-as-a-Service for developers
Side-by-side
Qdrant leads on both fronts — more capital raised ($50M) and a lower entry price than Ragie.
| Metric | Qdrant | Ragie |
|---|---|---|
| Taglinei | High-performance vector search engine built in Rust for production-grade AI retrieval. | Fully managed RAG-as-a-Service for developers |
| Foundedi | 2021🏆 | 2024 |
| HQi | Berlin, DE | San Francisco, US |
| Employeesi | 51-200🏆 | 1-10 |
| Neuron scorei | 54 | 64🏆 |
| Total fundingi | $50M🏆 | $5.5M |
| Latest roundi | Series B · Mar 2026 | Seed · Aug 2024 |
| Valuationi | — | — |
| Cheapest paid plani | —🏆 | Pricing not disclosed |
| Free plani | ✓ Free | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Hybrid Cloud · Contact sales | Pricing not disclosed |
| Pricing summaryi | 4 published plans | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Qdrant and Ragie.
| Capability | Qdrant | Ragie |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 6 (Python, TypeScript, Rust, Go…) | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Qdrant
- Has raised more capital ($50M vs $5.5M)
- More mature (2021)
🔵 Strengths of Ragie
- Higher Neuron score (64 vs 54)
- Newer company (2024)
Which should you choose?
Choose Qdrant 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 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
Qdrant vs Ragie — which is better?
It depends on your priority. Qdrant has raised more capital and is the more established option; Ragie has broader feature depth. See the side-by-side table above.
Is Qdrant cheaper than Ragie?
Yes — Qdrant's cheapest paid plan is Free, while Ragie's is Free.
Do Qdrant and Ragie offer free plans?
Qdrant: Yes, has a free plan. Ragie: Yes, has a free plan.
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