Databench by Alkera
Open-source collaborative agentic workspace for data teams
Databench by Alkera launched on September 17, 2026 with 235 votes, #71 of 8,097 launches that month and more than 99% of that year's launches.
In plain words
Databench by Alkera is an open-source collaborative workspace for data teams that combines notebooks, chats, and agents for data science, analytics, and engineering work. Multiple users and AI agents can work together simultaneously on SQL and Python projects, with results traceable to underlying code and data. Users can run computations locally, on GPUs, or near their data warehouse, and share interactive dashboards that update live when inputs change. The platform is available free with a generous tier or can be self-hosted.
written from the facts on this page · October 2026
From the sources
Databench by Alkera is the open-source, multiplayer workspace for data science, analytics, and engineering. Collaborate live alongside teammates and agents in notebooks and chats, run any cell or agent on your laptop, a GPU, or next to your warehouse, and launch many agents in parallel to explore ideas. Every result traces back to the data and code behind it. Try it at https://alkera.ai with a generous free tier or host Databench yourself (https://github.com/AlkeraAI/Databench).
Alkera brings data engineering, analysis, and science into collaborative multiplayer workspaces for humans and agents.
Data engineering, analysis, and science in collaborative multiplayer workspaces for humans and agents. Use the Alkera agent to create rich analyses in SQL and Python notebooks, then share them as interactive dashboards. Change an input and only the numbers and charts that depend on it recalculate. Give a notebook's kernel a dedicated GPU node to train and post-train models, then chart the results in the same notebook. Your team and its agents collaborate on chats and notebooks in shared workspaces. Share dashboards and other artifacts with teammates, and they update live. Done. Enterprise is growing fastest, about 5% a month, and drives most of the year’sfrom alkera.ai
Does a similar job
all alternatives →
PylarDec 2025 · pylar.ai · ▲502Hey HN! We're Hoshang & Vishal, the team behind Pylar - a governed access layer between databases and LLMs. We previously led data and AI and we kept seeing the same problem across teams using LLMs internally: agents are great with unstructured data, but the moment you want them touching your actual systems of record — Snowflake, Postgres, CRMs, product DBs — everything becomes fragile, risky, or outright unsafe. Two issues show up every single time: 1. Agents over-querying They don’t understand cost. They’ll happily generate queries that blow up your warehouse bill. 2. Accidental data…



BudaMay 2026 · buda.im · ▲197Run a full AI agent team in the cloud — no hardware, no setup. Persistent memory, browser automation, parallel agents. The OpenClaw alternative built for teams. Start free.
More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art

PixVerse R2▲381A real-time world model you can explore and change
AI · 28d ago · world.pixverse.video
Source: Product Hunt launch ↗
Launched alongside, September 2026
the whole month →
E-ink bird frame for Raspberry Pi - real-time bird detection by audio, fully local AI, rendered as real, hand-cut 1800s bird illustrations. - arnegiacomo/fugleramme
AI · Sep 2026 · github.com
- WI
Special relativity simulator in which light crawls along at a human speed, so Lorentz contraction, aberration and Doppler shift happen at walking pace.
Life & fun · Sep 2026 · rivendell.dmitrybrant.com



Start coding agents, control sessions, review PRs. Anywhere.
Dev tools · Sep 2026 · kilo.ai
