#1
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
3.0K starsJun 18, 2026 pushdata-analysisRustSQL
$ npx skills add lakehq/sailAlternatives
Datafusion Ballista alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Datafusion Ballista
Apache DataFusion Ballista Distributed Query Engine
100
Quality
91
Trust
2.1K
Stars
#2
Fastest library to load data from DB to DataFrames in Rust and Python
2.6K starsMay 25, 2026 pushdata-analysisRustSQL
$ npx skills add sfu-db/connector-x#3
LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.
3.2K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add lakesoul-io/LakeSoul#4
Create full-fledged APIs for slowly moving datasets without writing a single line of code.
3.4K starsMar 25, 2026 pushdata-analysisRustSQL
$ npx skills add roapi/roapi#5
Extensible SQL Lexer and Parser for Rust
3.4K starsJun 18, 2026 pushdata-analysisRustSQL
$ npx skills add apache/datafusion-sqlparser-rs#6
An educational OLAP database system.
1.8K starsAug 10, 2025 pushdata-analysisRustSQL
$ npx skills add risinglightdb/risinglight#7
Apache Calcite
5.1K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite#8
Apache Ignite
5.1K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/ignite#9
YDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions
4.7K starsJun 19, 2026 pushdata-analysisC++SQL
$ npx skills add ydb-platform/ydb#10
Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/
5.0K starsJun 5, 2026 pushdata-analysisPythonSQL
$ npx skills add dpgaspar/Flask-AppBuilder#11
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
4.9K starsApr 12, 2026 pushdata-analysisPythonSQL
$ npx skills add pudo/dataset#12
A database migrations tool for SQLAlchemy.
4.2K starsMay 31, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlalchemy/alembic#13
Dinky is a real-time data development platform based on Apache Flink, enabling agile data development, deployment and operation.
3.7K starsApr 20, 2026 pushdata-analysisJavaSQL
$ npx skills add DataLinkDC/dinky#14
Scalable and efficient data transformation framework - backwards compatible with dbt.
3.1K starsJun 13, 2026 pushdata-analysisPythonSQL
$ npx skills add SQLMesh/sqlmesh#15
A MySQL-compatible relational database with a storage agnostic query engine. Implemented in Go.
2.6K starsJun 16, 2026 pushdata-analysisGoSQL
$ npx skills add dolthub/go-mysql-server#16
A cloud-native database based on PostgreSQL developed by Alibaba Cloud.
3.2K starsJun 18, 2026 pushdata-analysisCSQL
$ npx skills add polardb/PolarDB-for-PostgreSQLHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Datafusion Ballista if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.