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Dwh.dev vs Memgraph

Specializes in data lineage for Snowflake, whereas Memgraph offers broader graph analytics and AI features.

Side by side

What it is
Dwh.dev:Dwh.dev provides column-level data lineage, schema change tracking and cost management for Snowflake.
Memgraph:Memgraph is an open-source, in-memory graph database for real-time analytics and AI workloads.
Best for
Dwh.dev:Snowflake-native data lineage
Memgraph:Real-time in-memory graph analytics
Who it’s for
Dwh.dev:Data engineers and analytics teams using Snowflake.
Memgraph:Developers, data scientists and teams needing fast graph queries and AI-driven reasoning.
Pricing
Dwh.dev:Freemium
Memgraph:Freemium
Plans
Dwh.dev:Free $0
Memgraph:Community Edition Free
Open source
Dwh.dev:Yes, 12 GitHub stars
Memgraph:Yes, 4,581 GitHub stars
Works with
Dwh.dev:Snowflake, DBT, Looker, API, SSO
Memgraph:Cypher, Python client libraries, LangChain, LlamaIndex, Kafka, Pulsar, Redpanda
DevHunt upvotes
Dwh.dev:17
Memgraph:24
Launched on DevHunt
Dwh.dev:Jul 2025
Memgraph:Jan 2023

Dwh.dev features

  • Schema Change Tracking. Continuously records all Snowflake schema change events.
  • In-Query Lineage. Shows column dependencies inside individual SQL queries.
  • Equals Column Lineage. Detects dependencies created by equality conditions in JOIN and WHERE clauses.
  • Upstream/Downstream Alerts. Native Snowflake alerts for lineage changes.
  • CTAS Cost Management. Tracks CREATE-AS-SELECT costs across the lineage graph.
  • Security-by-Design Offline Mode. Upload DDL, pipelines and dashboards without a live Snowflake connection.
  • DBT & Looker Integration. Provides end-to-end column lineage for DBT projects and Looker reports.
  • Task DAG Visualization. Displays task and pipe dependencies as directed acyclic graphs.

Memgraph features

  • In-memory engine. Sub-millisecond graph traversals with 1,000+ tx/sec reads & writes.
  • Cypher query language. Supports Neo4j-compatible Cypher for familiar graph queries.
  • Vector search & AI platform. Unlimited vector indexes and built-in AI tooling for GraphRAG and memory.
  • High-availability replication. ACID-compliant persistence with automatic failover and no-downtime updates.
  • Stream connectors. Integrates with Kafka, Pulsar and Redpanda for real-time data ingestion.
  • MAGE algorithm library. Includes PageRank, community detection, shortest-path and more out of the box.

Based on each tool's website and DevHunt data. Details may change; check the official sites.