Liquid AI vs Qdrant
Which Infrastructure AI tool is better in 2026?
Liquid AI
Efficient general-purpose foundation models built for edge, on-device, and cloud deployment at every scale.
Qdrant
High-performance vector search engine built in Rust for production-grade AI retrieval.
Side-by-side
Liquid AI is the more established option (raised $250M), but Qdrant is cheaper to start.
| Metric | Liquid AI | Qdrant |
|---|---|---|
| Taglinei | Efficient general-purpose foundation models built for edge, on-device, and cloud deployment at every scale. | High-performance vector search engine built in Rust for production-grade AI retrieval. |
| Foundedi | 2023 | 2021🏆 |
| HQi | Boston, US | Berlin, DE |
| Employeesi | 51-200 | 51-200🏆 |
| Neuron scorei | 67🏆 | 56 |
| Total fundingi | $250M🏆 | $50M |
| Latest roundi | Series A · Dec 2024 | Series B · Mar 2026 |
| Valuationi | $2.4B🏆 | — |
| Cheapest paid plani | — | —🏆 |
| Free plani | ✗ | ✓ Qdrant Cloud Free Tier |
| Free triali | ✗ | ✓ |
| Top tier pricei | Enterprise Partnerships · Contact sales | Qdrant Hybrid Cloud · Contact sales |
| Pricing summaryi | 1 published plans | 5 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Liquid AI and Qdrant.
| Capability | Liquid AI | Qdrant |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | 6 (Python, TypeScript, Rust, Go…) |
| Free plan | ✗ | ✓ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✓ | ✗ |
🟢 Strengths of Liquid AI
- Has raised more capital ($250M vs $50M)
- Higher Neuron score (67 vs 56)
- Newer company (2023)
🔵 Strengths of Qdrant
- Offers a free plan
- Offers a free trial
- 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 AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Liquid AI if you want the most established option — it has raised $250M, 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.
💸 Deals
Liquid Foundation Models — free on Liquid Playground
Try Liquid Foundation Models free in the Liquid Playground — LFM-1B, LFM-3B, and LFM-40B available for evaluation.
Frequently asked questions
Liquid AI vs Qdrant — which is better?
It depends on your priority. Liquid AI has raised more capital and is the more established option; Qdrant is cheaper to start. See the side-by-side table above.
Is Liquid AI cheaper than Qdrant?
No — Qdrant's cheapest paid plan is Free, while Liquid AI's is Enterprise · Contact sales.
Do Liquid AI and Qdrant offer free plans?
Liquid AI: Paid only. Qdrant: Yes, has a free plan.
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