AI · alternatives · 2026

24 alternatives to DataMacaw

Train and run your AI models easily at low cost in the cloud

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. DataMacaw launched in 2022; newer entries below may have overtaken it.

1. 1
   TensorPool▲192

   The easiest way to use cloud GPUs

   2025 · its alternatives →

2. 2
   latch.ai▲84

   Train, track and serve machine learning on the cloud.

   2021 · its alternatives →

3. 3TC
   TensorDock Core GPU Cloud – GPU servers from $0.29/hr▲147

   Hello HN! I’m Jonathan from TensorDock. After 7 months in beta, we’re finally launching Core Cloud, our platform to deploy GPU virtual machines in as little as 45 seconds! https://www.tensordock.com/product-core Why? Training machine learning workloads at large clouds can be extremely expensive. This left us wondering, “how did cloud ever become more expensive than on-prem?” I’ve seen too many ML startups buy their own hardware. Cheaper dedicated servers with NVIDIA GPUs are not too hard to find, but they lack the functionality and scalability of the big clouds. We thought to…

   2022 · tensordock.com · its alternatives →

4. 4
   iko.ai▲76

   Train, track, deploy, & monitor your machine learning models

   2021 · its alternatives →

5. 5
   Daytona ▲452

   Secure and elastic infra for running your AI-generated code.

   2025 · its alternatives →

6. 6SM
   SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

   2021 · spotml.io · its alternatives →

7. 7
   General Compute▲315

   AI models that run on an inference cloud optimized for speed

   May 2026 · generalcompute.com · its alternatives →

8. 8CG
   Cloud GPUs for Deep Learning – At 1/3 the Cost of AWS/GCP▲168

   2021 · gpu.land · its alternatives →

9. 9
   RunInfra▲156

   Describe the AI model you need and get an optimized AI

   Jul 2026 · runinfra.ai · its alternatives →

10. 10
    NeuroBlock▲120

    No-code AI Lab: Train models, access datasets, run inference

    Feb 2026 · neuro-block.com · its alternatives →

11. 11
    Ocean Orchestrator ▲139

    Run AI jobs from your IDE with a one-click workflow

    Mar 2026 · oncompute.ai · its alternatives →

12. 12
    Cloudgov.ai▲107

    Your Gen AI agent for multicloud cost management

    2024 · its alternatives →

13. 13IB
    I built an AI dataset generator▲169

    2025 · github.com · its alternatives →

14. 14
    Runway▲148

    Machine learning for creators. Train custom AI models.

    2020 · its alternatives →

15. 15
    AI Tools 99 - Run AI with an API▲9

    Run AI models or workflows on GPUs at a lower cost

    2024 · its alternatives →

16. 16
    GPU.LAND▲126

    Affordable cloud GPUs for deep learning

    2021 · its alternatives →

17. 17
    AWS DeepRacer▲119

    A 1/18th scale race car to learn machine learning 🚗

    2018 · its alternatives →

18. 18
    Google CLOUD AUTOML▲93

    Train custom ML models with minimum effort and expertise

    2018 · its alternatives →

19. 19
    I RL-trained an agent that trains models with RL (for ~$1.3k)▲107

    RL-training an AI agent to RL-train AI agents. Contribute to Danau5tin/ai-trains-ai development by creating an account on GitHub.

    Jul 2026 · github.com · its alternatives →

20. 20
    Layer AI▲124

    Metadata store for production ML

    2022 · its alternatives →

21. 21
    SnapMeasureAI▲98

    Instant AI training data with auto labels

    2025 · snapmeasureai.com · its alternatives →

22. 22DM
    Deploy ML Models on a Budget▲117

    2021 · github.com · its alternatives →

23. 23
    AIRS ML▲81

    Edge AI that predicts machine failures

    Apr 2026 · airsml.co.uk · its alternatives →

24. 24
    Foundations Atlas▲96

    ML dev tool that saves you up to 8x in cloud GPU costs

    2019 · its alternatives →

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 →