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AI · alternatives · 2026

SA

Spice.ai is an open-source platform designed for developers working with time series data and AI. Launched in 2021, it provides tools to build and deploy machine learning models for temporal data analysis. The platform… 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 – open-source, time series AI for developers launched in 2021; 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. 4SA
  5. 5
    Mage▲595

    The fastest way to build and use AI

    2022 · mage.ai · its alternatives →

  6. 6

    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 →

  7. 7

    AI social media deep research 24/7

    2025 · its alternatives →

  8. 8
    CapGo.AI▲543

    Fastest market research in Spreadsheet

    2023 · capgo.ai · its alternatives →

  9. 9

    Production infrastructure for machine learning at scale - GitHub - cortexlabs/cortex at v0.15.1

    2020 · github.com · its alternatives →

  10. 10

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

    2025 · github.com · its alternatives →

  11. 11
    Clay 2.0▲575

    Data-driven AI prospecting, enrichment & personalization

    2023 · clay.com · its alternatives →

  12. 12
    cognee▲382

    Memory for AI Agents in 5 lines of code

    2025 · cognee.ai · its alternatives →

  13. 13

    Open-source monitoring for machine learning models

    2021 · evidentlyai.com · its alternatives →

  14. 14

    Scale your lead qualification with AI agents

    2024 · kenley.ai · its alternatives →

  15. 15

    The fastest, most precise no-code AI in the world.

    2020 · obviously.ai · its alternatives →

  16. 16

    Predict business critical outcomes, down to a specific date

    2022 · obviously.ai · its alternatives →

  17. 17

    Production infrastructure for machine learning at scale - cortexlabs/cortex

    2019 · github.com · its alternatives →

  18. 18

    Open source data labelling platform for AI model tuning

    2023 · labelstud.io · its alternatives →

  19. 19
    LockedIn▲134

    Fast, Accurate Forecasting with your Excel Data

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

  20. 20OO

    Hi! One of the creators here. Very proud to finally be able to show you what we've been working on for over a year now. Curious to hear your thoughts! Objectiv is open-source (APLv2) product analytics infrastructure. It's built around a generic but strict event taxonomy, open/common data- and infra tools (currently PG, snowplow, working on bigquery with more to come), and the analyses are done using our pandas-like, SQL speaking modeling library called Bach. As a result, we’re moving towards a vision wherein models can be shared openly, independent of product, platform[1] or data…

    2022 · objectiv.io · its alternatives →

  21. 21
    ROMA▲121

    The backbone for open-source meta-agents

    2025 · sentient.xyz · its alternatives →

  22. 22

    Trade with charts, alerts, scripts, and your AI agents. - longsurf-ai/openchart

    17d ago · github.com · its alternatives →

  23. 23

    Predict stock prices using AI

    2023 · its alternatives →

  24. 24
    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 →

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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 →