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AI · alternatives · 2026

SA

Spice.ai provides building blocks for developers creating data and time-series AI applications. The platform launched in October 2023 and offers components designed to simplify working with temporal data and machine… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Spice.ai – Building blocks for data and time-series AI applications launched in 2023; newer entries below may have overtaken it.

  1. 1SA
  2. 2

    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 →

  3. 3

    Hi HN, we’re Luke and Phillip, and we’re building Spice.ai OSS - a lightweight, portable data and AI engine and powered by Apache DataFusion & Ballista for SQL query, hybrid-search, and LLM-inference across disaggregated-storage used by enterprises like Barracuda Networks and Twilio. With v2.0, you can add a real-time analytics node to your operational database with high-throughput native CDC replication. We first introduced Spice [1] on HN in 2021 and re-launched it on HN [2] in 2024 re-built from the ground up in Rust. In 2025 we launched Spice Cayenne [5], our acceleration and query…

    2023 · spice.ai · its alternatives →

  4. 4
    Mage▲595

    The fastest way to build and use AI

    2022 · mage.ai · its alternatives →

  5. 5SA
  6. 6
    Clay 2.0▲575

    Data-driven AI prospecting, enrichment & personalization

    2023 · clay.com · its alternatives →

  7. 7

    AI social media deep research 24/7

    2025 · its alternatives →

  8. 8

    Hi HN, I’m the maker of ChartGen AI. Last year, we launched a text-based AI agent called Ada.im. After analyzing thousands of user interactions, we stumbled upon a pattern we hadn't expected: users were constantly trying to paste data rows and ask for visual representations, but the text-based model couldn't handle it well. We realized that for marketers, seeing the trend is more valuable than reading about it. We pivoted that insight into a standalone tool: Drag & Drop: Upload raw CSVs (FB Ads, GA4, TikTok, etc.). Processing: We map the disparate column names into a unified schema. Viz: It…

    Jan 2026 · chartgen.ai · its alternatives →

  9. 9

    Scale your lead qualification with AI agents

    2024 · kenley.ai · its alternatives →

  10. 10
    LockedIn▲134

    Fast, Accurate Forecasting with your Excel Data

    2024 · app.roadmap-tech.com · its alternatives →

  11. 11

    Predict business critical outcomes, down to a specific date

    2022 · obviously.ai · its alternatives →

  12. 12

    Predict stock prices using AI

    2023 · its alternatives →

  13. 13

    AI LeadGen for B2B startups via LinkedIn & Email

    2024 · marketowl.ai · its alternatives →

  14. 14

    A portable data query and LLM-inference engine built in Rust

    2025 · github.com · its alternatives →

  15. 15

    Tame every project in a single place

    2018 · its alternatives →

  16. 16

    The fastest way to build your data warehouse

    2023 · weld.app · its alternatives →

  17. 17
    PulseAI▲128

    Pulse is your always-on AI Business Intelligence Analyst. It connects to your data sources and instantly creates dashboards or answers questions — just by asking in plain language.

    2025 · usepulseai.com · its alternatives →

  18. 18

    AI agent for Data Pros to prep, explore & model data faster

    2025 · linkedin.com · its alternatives →

  19. 19BP

    TLDR: Product developers need tools designed for them to build ML models. We’d love for you to try a demo of Mage without needing to sign up: https://www.mage.ai/onboarding My name is Tommy DANGerous (or Tommy Dang) and I’m the CEO and co-founder at Mage. I worked at Airbnb for over 5 years as a product developer building features for guests. Mage is a web-based tool for building, training, and deploying ML models that make predictions based off your data. Training and using ML models in production typically requires working knowledge of building data pipelines, algorithms,…

    2022 · its alternatives →

  20. 20
    Sauce▲126

    Automate customer insights with AI product feedback

    2023 · its alternatives →

  21. 21
    Xero.AI▲105

    Building AI using AI

    2023 · its alternatives →

  22. 22
    Wrabbit▲91

    Crypto forecasts and analytics app

    2020 · wrabbit.io · its alternatives →

  23. 23
    Percypt▲75

    Transform collective intelligence into accurate forecasts

    2017 · its alternatives →

  24. 24

    A Python toolkit for rule-based/unsupervised anomaly detection in time series - arundo/adtk

    2019 · github.com · 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 →