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Dwh.dev vs Memgraph
Specializes in data lineage for Snowflake, whereas Memgraph offers broader graph analytics and AI features.
Dwh.devNext-gen data lineage for SnowflakeSide 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.