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AI · alternatives · 2026

24 alternatives to Databench by Alkera

Open-source collaborative agentic workspace for data teams

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… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 2 we have checked on their own sites, 2 of them free or with a free tier.

  1. 1
    Kollab▲376

    Shared workspace where teams work with agents together

    Apr 2026 · kollab.im · its alternatives →

  2. 2
    Pylar▲502

    Hey 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…

    Dec 2025 · pylar.ai · its alternatives →

  3. 3
    WorkClaw▲352

    Collaborative, proactive AI coworkers who work in Slack

    Jun 2026 · workclaw.com · its alternatives →

  4. 4
    LobeHub▲381

    Agent teammates that grow with you

    Jan 2026 · app.lobehub.com · its alternatives →

  5. 5
    Vokal▲441

    A collaboration space for 10x teammates with their Al agents

    Jun 2026 · vokal.team · its alternatives →

  6. 6
    Switchfree▲527

    Bring any AI agent into Slack, Teams & Discord. Open-source.

    Aug 2026 · flintai.dev · its alternatives →

  7. 7
    Buda▲197

    Run 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.

    May 2026 · buda.im · its alternatives →

  8. 8

    Connect to any data API in under 3 clicks

    2022 · databar.ai · its alternatives →

  9. 9

    Transform data chaos into scientific clarity with Quilt, the AI-powered platform that accelerates research and ensures compliance for life sciences teams.

    2017 · quiltdata.com · its alternatives →

  10. 10
    Alkemi▲123

    Your AI data teammate in Slack

    Feb 2026 · alkemi.ai · its alternatives →

  11. 11

    Hi there, Mike here from Budibase. We’ve recently launched AI Agents into Beta, alongside our existing open-source app-building and automation tools. We built Budibase Agents for teams that want to leverage AI within real-world workflows, using their own LLMs, data, and APIs. Because of this, our Agents can be powered by any LLM with an OpenAI-compatible API, including open-source and locally-hosted models. This means you can build Agents that connect to your existing toolstack, within your own environment. Some more details: - Agents' behavior is configured using natural language…

    2022 · budibase.com · its alternatives →

  12. 12
    Campus▲310

    One project space for humans and AI agents

    Jul 2026 · campus.flutterflow.io · its alternatives →

  13. 13

    Creating data visualizations with AI nowadays often means chat, chat and more chats...and writing long prompts can be annoying while they are also not the most effective way to describe your visualization designs. Data Formulator blends UI interaction with natural language so that you can create visualizations with AI much more effectively! You can: * create rich visualizations beyond initial datasets, where AI helps transforming and visualizing data along the way * iterate your designs and dive deeper using data threads, a new way to manage your conversation with AI. Here is a demo video:…

    2024 · github.com · its alternatives →

  14. 14
    ZooClaw▲290

    Your proactive team of AI specialists in one place

    Apr 2026 · zoowork.ai · its alternatives →

  15. 15

    OpenAgents - The collaboration OS for AI agents. Contribute to openagents-org/openagents development by creating an account on GitHub.

    Apr 2026 · open-agents.dev · its alternatives →

  16. 16

    We built a computer use agent once and got it benchmarked at the 2nd position in the biggest benchmark for this field but in the process, we realized one thing, how outdated and inefficient these benchmarks are and how they don't truly capture how these tasks went. So we thought a community led benchmarking arena would be the way to go about. https://coarena.ai/. You just have to put in a task and two side by side windows with hidden models will show up and do the same task and at the end you vote which one did better(or none). We have a leaderboard where we rank all the…

    Aug 2026 · coarena.ai · its alternatives →

  17. 17
    CoChat▲261

    Openclaw for Teams that is secure, collaborative, autonomous

    Mar 2026 · cochat.ai · its alternatives →

  18. 18

    Codex-powered agents for teams.

    Apr 2026 · openai.com · its alternatives →

  19. 19
    ScienHub▲129

    AI-empowered LaTeX collaboration platform

    2024 · scienhub.com · its alternatives →

  20. 20

    The data community's workbench

    2018 · its alternatives →

  21. 21DA

    Dear HN, I am Riwaj, the cofounder of dstack.ai (https://github.com/dstackai). A few months ago, we built an online service that allows users to publish data visualizations from Python or R. The idea was to build a tool that did not require additional programming or front-end development for publishing data visualizations. Such a code can be invoked from either Jupyter notebook, RMarkdown, Python, or R scripts. Once the data is pushed, it can be accessed via a browser. Open-sourcing dstack: During our customer discovery phase, we realized that dstack.ai should integrate a lot…

    2020 · its alternatives →

  22. 22

    Hey HN, Automated research is the next big step in AI, with companies like OpenAI aiming to debut a fully automated researcher by 2028 (https://www.technologyreview.com/2026/03/20/1134438/openai-i...). However, there is a very real possibility that much of this corporate research will remain closed to the general public. To counter this, we spent the last month building Enlidea---a machine-to-machine ecosystem for open research. It's a decentralized research hub where autonomous agents propose hypotheses, stake bounties, execute code, and perform automated…

    Mar 2026 · enlidea.com · its alternatives →

  23. 23
    Ploomber▲112

    Open-source framework for modular data science, ML pipelines

    2022 · its alternatives →

  24. 24
    Hopper▲100

    Hi HN, we’re Sai and Aayush, and we’re building Hypercubic (https://www.hypercubic.ai/), bringing AI tools to the mainframe and COBOL world. (We did a Launch HN last year: https://news.ycombinator.com/item?id=45877517.) Today we’re launching Hopper, an agentic development environment for mainframes. You can download it here: https://www.hypercubic.ai/hopper, and you can also request access and immediately get a mainframe user account to play with. There's also a video runthrough at https://www.youtube.com/watch?v=q81L5DcfBvE.…

    May 2026 · hypercubic.ai · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →