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AI · alternatives · 2026

24 alternatives to Floyd

Heroku for deep learning

Floyd is an open-source platform that simplifies deep learning model deployment and experimentation. It provides developers and AI researchers with an accessible alternative to managing their own infrastructure… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Floyd launched in 2017; newer entries below may have overtaken it.

  1. 1

    Build Deep Learning models on cloud GPUs

    2018 · blog.floydhub.com · its alternatives →

  2. 2
    Lobe▲1,236

    Visual tool for building custom deep learning models

    2018 · github.com · its alternatives →

  3. 3

    The easiest cloud IDE for deep learning

    2018 · blog.floydhub.com · its alternatives →

  4. 4
    Lobe 2.0▲483

    Machine learning made easy

    2020 · github.com · its alternatives →

  5. 5

    Enterprise world model that learns how you would do tasks

    Mar 2026 · anterpise.com · its alternatives →

  6. 6
    Helix▲153

    Train your own AI with open-source AI and your data

    2023 · helix.ml · its alternatives →

  7. 7

    Open-source machine learning library by Google

    2017 · tensorflow.org · its alternatives →

  8. 8
    Powabase▲415

    Build AI apps with Postgres, RAG, and agents

    May 2026 · powabase.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
    LobeHub▲381

    Agent teammates that grow with you

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

  11. 11

    Vibe coding for CUDA engineers

    2025 · rightnowai.co · its alternatives →

  12. 12

    An on-premises, bare-metal solution for deploying GPU-powered applications in containers - emergingstack/es-dev-stack

    2016 · github.com · its alternatives →

  13. 13
    LobeHub▲434

    Your Chief Agent Operator for multi-agent work

    May 2026 · lobehub.com · its alternatives →

  14. 14
    Cerebrium▲300

    If you haven’t noticed, GPUs are scarce right now. The global boom in inference has demand growing faster than supply can keep up, and at Cerebrium ...

    2024 · cerebrium.ai · its alternatives →

  15. 15
    Ludwig▲167

    Uber's code-free deep learning toolbox

    2019 · uber.github.io · its alternatives →

  16. 16

    The open-source era of 1M context intelligence

    Apr 2026 · huggingface.co · its alternatives →

  17. 17

    Your no-code machine learning platform

    2021 · deeplobe.ai · its alternatives →

  18. 18

    Accelerating open machine learning research with Cloud TPUs

    2017 · sites.research.google · its alternatives →

  19. 19
    Evoke▲317

    Run open source AI models on the cloud with our APIs

    2023 · evoke-app.com · its alternatives →

  20. 20

    Hey everyone, ML Blocks is a node-based workflow builder to create multi-modal AI workflows without writing any code. You connect blocks that call various visual models like GPT4v, Segment Anything, Dino etc. along with basic image processing blocks like resize, invert color, blur, crop, and several others. The idea is to make it easier to deploy multi-step image processing workflows, without needing to spin up endless custom OpenCV cloud functions to glue together AI models. Usually, even if you're using cloud inference servers like Replicate, you still need to write your own image…

    2024 · mlblocks.com · its alternatives →

  21. 21

    Hi HN, We just opened public access to Qwen3‑Coder‑480B‑A35B‑Instruct via a REST/SDK API. Why it might be interesting: - Fully open-source (Apache‑2.0): https://github.com/QwenLM/Qwen3-Coder - 480B params (35B active MoE), long context up to 1M tokens with YaRN - Matches Claude Sonnet/GPT‑4o on SWE-Bench Verified (81.6%) - Free tier: 100K tokens/month

    2023 · netmind.ai · its alternatives →

  22. 22

    I built OCR Arena as a free playground for the community to compare leading foundation VLMs and open-source OCR models side-by-side. Upload any doc, measure accuracy, and (optionally) vote for the models on a public leaderboard. It currently has Gemini 3, dots.ocr, DeepSeek, GPT5, olmOCR 2, Qwen, and a few others. If there's any others you'd like included, let me know!

    Nov 2025 · ocrarena.ai · its alternatives →

  23. 23
    MindsDB▲235

    In-database machine learning

    2022 · its alternatives →

  24. 24

    Developer tools for deep learning & machine learning

    2019 · wandb.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 →