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AI · alternatives · 2026

24 alternatives to EVA – AI-Relational Database System

Hi friends, We are building EVA, an AI-Relational database system with first-class support for deep learning models. Our goal with EVA is to create a platform that supports AI-powered multi-modal database applications operating on structured (tables, feature vectors, etc.) and unstructured data (videos, podcasts, pdf, etc.) with deep learning models. EVA comes with a wide range of models for analyzing unstructured data, including models for object detection, OCR, text summarization, audio speech recognition, and more. The key feature of EVA is its AI-centric query optimizer. This optimizer…

EVA is an AI-Relational database system designed for developers building AI-powered applications that process both structured and unstructured data. It integrates deep learning models for tasks like object detection… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. EVA – AI-Relational Database System launched in 2023; newer entries below may have overtaken it.

  1. 1

    AI agent that conducts your user interviews

    2024 · userevaluation.com · its alternatives →

  2. 2
    Breyta.ai▲443

    Extract key insights from multiple files — instantly.

    2025 · breyta.ai · its alternatives →

  3. 3
    MindsDB▲235

    In-database machine learning

    2022 · its alternatives →

  4. 4
    Roe AI▲122

    The AI powered data warehouse to query unstructured data

    2024 · roe-ai.com · its alternatives →

  5. 5

    Navigate your data with AI

    2024 · its alternatives →

  6. 6

    The open source backend for AI applications

    2023 · supabase.com · its alternatives →

  7. 7

    Hey HN, it’s been just over a year since we launched HelixDB (https://news.ycombinator.com/item?id=43975423), a project a friend and I started in college. It’s an OLTP graph database built on object-storage, with native vector search and full-text search (FTS). Why graph, vector and FTS? Graph databases provide a natural cognitive model for data, vectors allow for a semantic understanding of the entities and relationships in the graph, and FTS provides more specific filtering. Many AI-driven applications attempt to combine all of these functionalities by stitching together…

    Jun 2026 · github.com · its alternatives →

  8. 8
    FluentDB▲275

    The AI database client for Mac

    Jul 2026 · fluentdb.ai · its alternatives →

  9. 9

    Fully integrated analytics from Supabase. Free to use.

    2025 · dreambase.com · its alternatives →

  10. 10

    Your Voice-Powered Sales Agent. One URL.

    2025 · omakase.ai · its alternatives →

  11. 11

    The portable vector database for AI agents beyond the cloud

    Apr 2026 · actian.com · its alternatives →

  12. 12

    The Virtual Feature Store. Turn your existing data infrastructure into a feature store. - featureform/featureform

    2021 · github.com · its alternatives →

  13. 13
    ShapedQL▲211

    The SQL engine for search, feeds, and AI agents

    Jan 2026 · its alternatives →

  14. 14

    Bring AI to your database

    2023 · github.com · its alternatives →

  15. 15

    Hey HN, we want to share HelixDB (https://github.com/HelixDB/helix-db/), a project a college friend and I are working on. It’s a new database that natively intertwines graph and vector types, without sacrificing performance. It’s written in Rust and our initial focus is on supporting RAG. Here’s a video runthrough: https://screen.studio/share/szgQu3yq. Why a hybrid? Vector databases are useful for similarity queries, while graph databases are useful for relationship queries. Each stores data in a way that’s best for its main type of query (e.g.…

    2025 · github.com · its alternatives →

  16. 16
    Deep Talk▲104

    No-Code AI/NLP platform for text data analysis 🧠

    2022 · deep-talk.ai · its alternatives →

  17. 17

    Hi HN, We're Luke and Phillip, and we're building Spice.ai OSS - a lightweight, portable runtime, built in Rust and powered by Apache DataFusion to locally materialize, accelerate, and query data tables sourced from any database, data warehouse or data lake. Phillip and I first introduced Spice on Show HN in September 2021. Since then, we’ve been schooled and humbled in every way building 100TB+ data and ML systems for the https://spice.ai cloud platform. Along with our customers, we struggled with getting fast, low-latency, high-concurrency SQL query within a budget, accessing and…

    2024 · github.com · its alternatives →

  18. 18
    Labelf AI▲137

    NLP Low code platform to train an AI with active learning

    2021 · labelf.ai · its alternatives →

  19. 19

    Two weeks ago I was on my babymoon in Corfu, Greece. While in transit, I was overseeing a GSoC intern submit an important feature to my array database library, Xarray-SQL. He added `to_dataset()`, which completed the roundtrip between thinking of array data in a tabular model simultaneously as gridded rasters (the premise of the project is that every Nd array can be mapped to 2d, where orthogonal dims of the Nd array are just primary keys of a tabular representation). We discussed in chat, now that this feature existed, what demos could we make that would prove this data model works? With…

    Jul 2026 · github.com · its alternatives →

  20. 20

    Chat & Question your Database in Natural Language.

    2025 · neobase.cloud · its alternatives →

  21. 21

    Image and Video Enhancement and Analysis Platform

    Nov 2025 · predictive-equations.ai · its alternatives →

  22. 22

    I've been exploring the (not so=) amazing potential of AI in coding and have compiled a list of tools. From AI-powered IDEs to code generators, this resource is my contribution to the community. I'm still on the fence about including txt2sql projects, as their functionality seems too basic to me. And I'm personally maintaining this, so your feedback is wellcome.

    2025 · aicode.danvoronov.com · its alternatives →

  23. 23

    An open-source database for machine learning

    2021 · github.com · its alternatives →

  24. 24AN

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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 →