# Snowflake — developer ecosystem report

- GitHub org: `snowflakedb`
- Category: platform
- Overall score: 50.0 / 100
- Overall rank: #219
- Last refreshed: 2026-08-20

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 70.0 | #110 | ~22% |
| Education | 76.0 | #217 | ~18% |
| AI readiness | 52.0 | #153 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 49.0 | #177 | ~16% |
| Reach | 31.0 | #717 | ~18% |
| Momentum | 70.0 | #83 | ~14% |

## Links

- GitHub: https://github.com/snowflakedb
- Website: https://snowflake.com
- Docs: https://docs.snowflake.com

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 5,297 |
| Forks | 3,068 |
| Open issues | 1,737 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [snowflake-connector-python](https://github.com/snowflakedb/snowflake-connector-python) | 725 | Python | Snowflake Connector for Python |
| [terraform-provider-snowflake](https://github.com/snowflakedb/terraform-provider-snowflake) | 692 | Go | Terraform provider for managing Snowflake accounts |
| [ArcticInference](https://github.com/snowflakedb/ArcticInference) | 463 | Python | ArcticInference: vLLM plugin for high-throughput, low-latency inference |
| [gosnowflake](https://github.com/snowflakedb/gosnowflake) | 362 | Go | Go Snowflake Driver |
| [snowpark-python](https://github.com/snowflakedb/snowpark-python) | 339 | Python | Snowflake Snowpark Python API |
| [ArcticTraining](https://github.com/snowflakedb/ArcticTraining) | 288 | Python | ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (L |
| [snowflake-sqlalchemy](https://github.com/snowflakedb/snowflake-sqlalchemy) | 270 | Python | Snowflake SQLAlchemy |
| [snowflake-cli](https://github.com/snowflakedb/snowflake-cli) | 266 | Python | Snowflake CLI is an open-source command-line tool explicitly designed for developer-centric workloads in addition to SQL |
| [spark-snowflake](https://github.com/snowflakedb/spark-snowflake) | 231 | Scala | Snowflake Data Source for Apache Spark. |
| [snowflake-connector-net](https://github.com/snowflakedb/snowflake-connector-net) | 206 | C# | Snowflake Connector for .NET |
| [snowflake-jdbc](https://github.com/snowflakedb/snowflake-jdbc) | 203 | Java | Snowflake JDBC Driver |
| [SnowAlert](https://github.com/snowflakedb/SnowAlert) | 185 | Python | Security Analytics Using The Snowflake Data Warehouse |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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