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Dremio vs. Qdrant

Elaborado a partir del registro investigado y revisado de cada herramienta. Las cifras se contrastan con las páginas públicas de precios en el momento de la investigación — confirma siempre el precio actual con el proveedor antes de comprar.

La versión corta

Dremio parte de Free por usuario, frente a Qdrant con Custom pricing. Dremio tiene la valoración agregada más alta (4.6/5 frente a 4.5/5).

Comparación completa

Dremiodesde Free
Qdrantdesde Custom pricing
Audyense Score78ASSólido52AS*Bajo
PosicionamientoA unified lakehouse platform that lets teams query and analyze data across S3, Snowflake, Redshift, and dozens of other sources directly on open formats like Apache Iceberg.Open-source vector database for AI applications
Plan gratuito
ImplementaciónNube / SaaS, Instalación local, HíbridoNube / SaaS, Instalación local, Híbrido
Mejor encajePYME, Mediana empresa, EmpresaStartup, PYME, Mediana empresa, Empresa
Planes de precio
  • Community EditionFree
  • Dremio Cloud$0
  • Dremio EnterpriseCustom pricing
  • FreeFree
  • StandardCustom pricing
  • PremiumCustom pricing
  • Hybrid/Private CloudCustom pricing
Workflow automationNoAutomation is scoped to query acceleration and AI-agent query assistance, not general workflow automation.
AI featuresAI Semantic Layer and built-in AI Agent, plus MCP integration for Claude/ChatGPT/Gemini.
Public APIDocumented ODBC/JDBC/Arrow Flight interfaces and a Dremio CLI/MCP integration.
Self-hosting / on-premCommunity Edition and Dremio Enterprise both support self-hosted deployment.
Pre-built connectors20+ named native connectors plus ODBC/JDBC/Arrow Flight generic connectivity.
Data pipelines / ETLParcialPositioned to reduce/eliminate traditional ETL via federated live querying rather than being a pipeline/orchestration tool.
Scheduling & triggersNoNo evidence of job/workflow scheduling distinct from query execution and Reflections refresh.
Data governance & lineageFine-grained RBAC down to rows/columns, Open Catalog governance, plus compliance certifications.
Role-based access controlRole-based access control with row/column-level granularity.
Integraciones verificadas23+
Valoración agregada4.6 · 69 reviews4.5 · 12 reviews
Integraciones
Amazon S3Azure Data Lake StorageGoogle Cloud StorageAWS Glue Data CatalogApache HiveApache Iceberg REST Catalog+17 más
Seguridad y cumplimiento
SOC 2 Type IIISO/IEC 27001:2022HIPAAGDPR+1 más
SOC 2GDPRHIPAA
Pros
  • Federated SQL queries across many disparate data sources without moving or duplicating data
  • Reflections acceleration feature delivers sub-second BI query response times
  • Rated highly for ease of use and fast, direct data exploration by both technical and non-technical users
  • Strong data lake / lakehouse integration and cloud processing scores from reviewers
  • Free perpetual tier for testing/prototyping (0.5 vCPU, 1GB RAM cluster)
  • Multi-cloud support (AWS, Azure, GCP) plus hybrid/private cloud options
  • SOC2, GDPR, and HIPAA compliance for managed cloud
Contras
  • Some users report occasional out-of-memory (OOM) errors without clear diagnostic explanations
  • High resource demands and difficulty maintaining the environment at scale
  • Steep learning curve for advanced features despite a low barrier for basic querying
  • Review volume on major platforms is relatively thin for a company of Dremio's market position
  • Standard/Premium tiers are usage-based with minimum spend on Premium, pricing not fully transparent without configuring a cluster
  • G2 review volume is still small (12 reviews) relative to more established vector DBs
Visitar Dremio ↗Visitar Qdrant ↗