The GizmoData Dispatch
November 2025 Edition
Hi folks 👋,
Thanks for subscribing to the GizmoData Dispatch newsletter — we are PUMPED to bring you the November 2025 edition.
At GizmoData, we believe lightning-fast analytics should be accessible to businesses of every size — and at a fraction of the cost of other platforms.
⭐️ GizmoSQL — Lightning-Fast SQL Server
GizmoSQL is an open-source Arrow Flight SQL server powered by DuckDB, designed to make analytics faster, cheaper, more secure, and simpler than ever.
Over the past month, we’ve made major progress on integrations and tooling — making GizmoSQL even more compatible with reporting, ETL, and data engineering systems.
🔗 Highlights
💥 SQLFrame Integration
We forked the SQLFrame utility repo to enable GizmoSQL as a drop-in replacement for Spark when executing PySpark DataFrames.
➡️ This can reduce compute costs by 75% or more compared to Databricks for workloads under 5 TB — and yes, it even works inside a Databricks notebook.
Repo: https://github.com/gizmodata/sqlframe
⬆️ DuckDB Upgrade
We upgraded GizmoSQL to the latest DuckDB v1.4.2 release — unlocking every new DuckDB feature, including the new Vortex file format.
⬆️ Arrow Flight Upgrade
We also updated GizmoSQL’s Arrow Flight SQL engine to v22.0.0, ensuring all customers get the latest Arrow capabilities and performance improvements.
❤️ Customer Testimonials
More customers are adopting GizmoSQL as an alternative to “base DuckDB,” MotherDuck, Databricks, Snowflake, Oracle, and more.
GizmoSQL can chew through billions of rows in seconds — outperforming engineered systems that cost millions… for just pennies. If it sounds unbelievable, try it. You have nothing to lose.
We even saw someone post a totally unsolicited testimonial in the DuckDB Discord this month!
🏢 Enterprise Edition
Did you know GizmoData offers an Enterprise version of GizmoSQL with premium features?
Includes:
24/7 support with SLAs
Prioritized bug triage and security fixes
Commercial license with warranty & indemnity
Custom releases with private features
Roadmap influence for top-tier customers
Plus:
A dbt adapter → https://pypi.org/project/dbt-gizmosql/
Many integrations → https://gizmodata.com/gizmosql/#adapters
Try it online →
🔐 You Can SECURELY Run DuckDB with GizmoSQL + DuckLake
Running “base DuckDB” directly against your lake requires sharing cloud and Postgres credentials with every end-user.
GizmoSQL fixes this by:
Centralizing secret management
Enforcing authentication before lake access
Allowing read-only, token-based users
Supporting DuckDB extensions remotely
GitHub → https://github.com/gizmodata/gizmosql
More info and benchmarks → https://gizmodata.com/gizmosql🌍 GizmoEdge — Distributed Analytics Everywhere
GizmoEdge is the world’s first distributed DuckDB SQL engine — allowing you to power workloads across VMs, Kubernetes, and even IoT devices.
🏆 GizmoEdge was #1 in the world on Hacker News!
And yes… it keeps getting better.
🚀 Proven fastest SQL database engine in the world
⚡ Scales to thousands of DuckDB workers
🔄 Uses WebSockets + Arrow IPC — ZERO serialization/deserialization overhead
Watch us run the 1-trillion-row challenge here:
GizmoEdge is still in preview — we are actively looking for design partners for OLAP and/or distributed edge workloads.
Try it free (just sign in):
➡️https://gizmoedge.gizmodata.com
The GizmoEdge worker app is on the Apple App Store — meaning you can literally use your iPhone, iPad, or Mac as a DuckDB worker. Try it today!
🧩 What’s Next
We’re working on:
ETL workflow guides showing how to combine dbt, Dagster, and GizmoSQL
Tutorials on connecting Tableau, Superset, PowerBI, Metabase, etc.
GizmoSQL Cloud (beta) — fully managed SQL over your data lake
New GizmoSQL Features
Enhanced RBAC (system / schema / object level)
Bulk data ingestion (server + ADBC client improvements)
DuckDB extension for remote GizmoSQL connectivity
dbt adapter + Metabase driver (released 🎉)
Benchmarks + customer case studies
🙏 Thank You
Thanks for reading — and for being part of the GizmoData community.
We’re building the fastest, most cost-efficient data platform in the world, and we genuinely appreciate your interest and support. Whether you’re testing GizmoSQL, kicking the tires on GizmoEdge, or just curious about the future of analytics — we’re thrilled to have you here.
Want to learn more?
➡️ Visit
for product details, benchmarks, open-source repos, and enterprise offerings.
See you next month! 🚀
💬 Join the Conversation
Follow us here:
LinkedIn → https://www.linkedin.com/company/gizmodata
YouTube → https://www.youtube.com/@GizmoData
GitHub → https://github.com/gizmodata




Regarding the article, the potential for these new open source tools is imense.