Assembly Line

Snowflake

Snowflake powers AI, data engineering, applications, and analytics on a trusted, scalable AI Data Cloud—eliminating silos and accelerating innovation.

Snowflake is commercial database software made by Snowflake Inc. Snowflake Inc. was founded in 2012, and it is based in U.S.. Its English Wikipedia article has about 6.5k readers a month on phones.

Made by
Snowflake Inc.
Since
2012
Wikipedia readers on phones
6.5k a month
Source code
Closed

Website Wikipedia

Judgement

What it is
Complete system
What it does
A cloud data warehouse that separates storage from compute, for SQL analytics, data sharing and data engineering across AWS, Azure and GCP.
Adopt it when
A company has many data sources to combine for analytics and wants a managed warehouse that scales without tuning.
Watch out
Credit-based compute costs climb quickly without controls on warehouses and queries.
Ready for
Production-ready
Runs as
Cloud service
Built with
SQL
What the license allows
Closed source: you use it under the maker's terms and cannot change or resell the code.

Judged on 2026-11-03 from the maker's description and Wikipedia. The license and age lines are worked out directly.

Compare Snowflake

Open-source alternatives to Snowflake

  1. 1
    Prometheus prometheus

    The Prometheus monitoring system and time series database.

    Complete system Production-ready You run services or Kubernetes and need metrics and alerting with the de facto standard toolset.

    ★ 67k Apache-2.0 Go Active, pushed today
  2. 2
    Etcd etcd-io

    Distributed reliable key-value store for the most critical data of a distributed system

    Building block Production-ready You need a small amount of critical coordination data kept consistent across a cluster.

    ★ 52k Apache-2.0 Go Active, pushed today
  3. 3
    ClickHouse ClickHouse

    ClickHouse® is a real-time analytics database management system

    Building block Production-ready You need fast analytics on large append-heavy data such as events, logs or metrics.

    ★ 51k Apache-2.0 C++ Active, pushed today
  4. 4
    Milvus milvus-io

    Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

    Building block Production-ready You need vector search over hundreds of millions of embeddings or more and have the people to run a distributed system.

    ★ 47k Apache-2.0 Go Active, pushed today
  5. 5
    DuckDB duckdb

    DuckDB is a high-performance analytical database system

    Building block Production-ready You analyse data that fits on one machine and want fast SQL without running a server.

    ★ 43k MIT C++ Active, pushed today
  6. 6
    TiDB pingcap

    TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

    Building block Production-ready You run MySQL workloads that have outgrown one server and need to scale out without manual sharding.

    ★ 41k Apache-2.0 Go Active, pushed today
  7. 7
    Qdrant qdrant

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    Building block Production-ready You are building semantic search, RAG or recommendations and want a dedicated vector store that is simple to self-host.

    ★ 35k Apache-2.0 Rust Active, pushed today
  8. 8
    Cognee topoteretes

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

    Building block Usable You build agents that need long-term memory across sessions and want graph-based retrieval rather than plain vector RAG.

    ★ 33k Apache-2.0 Python Active, pushed today
  9. 9
    InfluxDB influxdata

    Scalable datastore for metrics, events, and real-time analytics

    Building block Production-ready You collect large volumes of time-stamped data such as IoT or monitoring metrics.

    ★ 32k Apache-2.0 Rust Active, pushed today
  10. 10
    Chroma chroma-core

    Search infrastructure for AI

    Building block Production-ready You are building retrieval for an LLM app and want something simple to start with locally.

    ★ 30k Apache-2.0 Rust Active, pushed 3 days ago

Every alternative to Snowflake

Other commercial databases

  1. 1
    MongoDB Atlas MongoDB, Inc.

    Build AI applications and agents on MongoDB Atlas platform, the #1 modern, run anywhere platform that brings together real-time data, intelligent retrieval, and governed action.

    Building block Production-ready Your app suits a JSON document model and you want MongoDB without running it yourself.

    4.1k readers a month Since 2009 Commercial
  2. 2
    Oracle Database Oracle Corporation

    Proprietary database management system

    Building block Production-ready A large enterprise runs software that requires Oracle, or needs its high-end availability features.

    2.2k readers a month Since 1979 Commercial
  3. 3
    Microsoft SQL Server Microsoft

    SQL Server 2025 redefines what's possible for enterprise data. With developer-first features and integration with analytics and AI models, SQL Server 2025 accelerates AI innovation using the data you already have.

    Building block Production-ready Your business runs .NET applications or vendor software that requires SQL Server.

    945 readers a month Commercial
  4. 4
    Google BigQuery Google

    BigQuery is the autonomous data and AI platform, automating the entire data life cycle so you can go from data to AI to action faster.

    Complete system Production-ready You are on Google Cloud or export GA4 data and want SQL analytics without managing servers.

    313 readers a month Since 2010 Commercial
  5. 5
    InfluxDB Cloud InfluxData

    InfluxDB 3 is the leading time series database to collect, organize, and act on massive volumes of high-resolution data in real-time.

    Building block Production-ready You collect high-volume IoT or monitoring metrics and want a purpose-built time-series store you do not run yourself.

    298 readers a month Since 2013 Commercial
  6. 6
    Amazon Aurora Amazon Web Services

    Amazon Aurora is a global-scale relational database service built for the cloud with full MySQL and PostgreSQL compatibility.

    Building block Production-ready You run on AWS and need a MySQL or Postgres database with higher availability than standard RDS.

    89 readers a month Commercial
  7. 7
    Timescale Cloud Tiger Data

    From the creators of TimescaleDB — the PostgreSQL platform trusted by enterprises processing trillions of metrics daily. Start a free trial or get a demo.

    Building block Production-ready You want time-series performance while keeping full PostgreSQL and SQL for the rest of your data.

    Commercial
  8. 8
    Pinecone Pinecone Systems

    Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.

    Building block Production-ready You need vector search at scale in production and do not want to run the infrastructure.

    Commercial

Under it

Every program, Snowflake included, runs on a microchip.

How compilers were built, back to punched paper tape

The description is the maker's own, quoted as written. Facts come from Wikipedia and refresh weekly. Readers are counted on Wikipedia's mobile site only, because automated traffic that Wikimedia does not flag inflates desktop counts.