APIbenchmarks

Head to head

Qdrant Cloud vs Zilliz Cloud (Milvus)

As a vector database API, Zilliz Cloud (Milvus) rates higher on the APIbenchmarks Index, 85.4 to 82.1, a 3.3-point gap. Here is how they compare on each criterion.

82.1ABI / 100

High-performance open-source vector engine

85.4ABI / 100

Managed Milvus at billion-vector scale

Criterion by criterion

CriterionQdrant CloudZilliz Cloud (Milvus)
Documentation & DX
82
82
Reliability
78
88
Ecosystem & SDKs
80
85
Accessibility
90
88
APIbenchmarks Index82.185.4

Specifications

Qdrant CloudZilliz Cloud (Milvus)
Best forHigh-performance open-source vector engineManaged Milvus at billion-vector scale
Free tier1GB RAM / 4GB disk cluster (~1M vectors), no card5GB storage + compute credits, permanent free tier
PricingResource-based (vCPU/RAM/disk)Per compute-unit-hour + storage
Official SDKs8 languages9 languages

Is Qdrant Cloud better than Zilliz Cloud (Milvus)?

On the APIbenchmarks Index, Zilliz Cloud (Milvus) rates higher (85.4 vs 82.1). It leads on the four weighted criteria, but price is reported separately, so the best choice still depends on your budget.