Free Alternative to AWS SageMaker
11 free & open-source projects that replace AWS SageMaker.
Compare at a Glance
Top 8 of 11| vs AWS SageMaker |  odysseus |  airllm |  Paddle |  onnxruntime | agent-lightning |  OpenShell |  flue |  dynamo |
|---|---|---|---|---|---|---|---|---|
| Stars | 88k | 35k | 24k | 22k | 19k | 10k | 8.4k | 8.2k |
| Forks | 989 | 3.7k | 6.0k | 4.3k | 1.6k | 1.4k | 500 | 1.6k |
| Contributors | 30 | 9 | 30 | 30 | 30 | 30 | 22 | 30 |
| Last Commit | Jun 1, 2026 | Jun 18, 2026 | Sep 16, 2026 | Aug 22, 2026 | Aug 24, 2026 | Sep 29, 2026 | Jun 18, 2026 | Aug 30, 2026 |
| License | MIT | Apache-2.0 | Apache-2.0 | MIT | MIT | Apache-2.0 | Apache-2.0 | NOASSERTION |
| Language | Python | Jupyter Notebook | C++ | C++ | Python | Rust | TypeScript | Rust |
Tired of high costs and vendor lock-in with platforms like AWS SageMaker for your AI/ML deployments?
kserve offers a powerful, open-source solution for standardized distributed generative and predictive AI inference. It provides a scalable, multi-framework deployment platform built natively on Kubernetes, empowering enterprises to manage their machine learning models with unparalleled flexibility and control, completely bypassing the hefty price tag and vendor lock-in associated with commercial tools.
- 🚀 Scalable AI deployment
- 🔄 Multi-framework models
- ☸️ Kubernetes-native inference
- 🧠 Model interpretability
- 💬 LLM inference support
Enjoy enterprise-grade AI model serving capabilities completely free, forever. No subscriptions, no hidden fees, just pure open-source power.
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