Best Determined Alternatives in 2026
Taken from Deep Learning Software, where Determined is listed too, in the same order.
- 1 8.7 Club score
Paperspace Gradient
Paperspace Gradient is a machine learning platform for developing, tracking, and collaborating on models.
- Free plan
- Open source
- Windows · macOS · Linux · Web
- 2 8.5 Club score
Lightning AI Studios
Lightning AI Studios is a persistent GPU cloud workspace for training models, running inference, building agents and AI apps, and coding collaboratively.
- Free plan
- Windows · macOS · Linux · Web
- 3 8.4 Club score
ONNX Runtime
ONNX Runtime is a free engine for running machine-learning models and training them within existing technology stacks.
- Free plan
- Windows · macOS · Linux · Web
- 4 8.0 Club score
TensorFlow
TensorFlow is a free, open-source platform for building machine-learning models and deploying them in different environments.
- Free plan
- Windows · macOS · Linux · Web
- 5 7.9 Club score
fastai
fastai is a free Python library for training neural networks, with components for both practical model building and research.
- Free plan
- Windows · macOS · Linux · Web
- 6 7.9 Club score
Deeplearning4j
Eclipse Deeplearning4j is an open-source deep learning framework for the JVM.
- Free plan
- Windows · macOS · Linux · API
- 7 7.8 Club score
JAX
JAX is a free, open-source Python library for accelerator-oriented array computation and program transformation.
- Free plan
- Windows · macOS · Linux · Self-hosted
- 8 7.8 Club score
Apache TVM
Apache TVM is a free, open-source machine learning compilation framework that converts pre-trained models into modules for deployment.
- Free plan
- Open source
- Windows · macOS · Linux · Web
- 9 7.7 Club score
PyTorch
- Free plan
- Windows · macOS · Linux · iPhone and iPad
- 10 7.7 Club score
tinygrad
tinygrad is a deep learning stack for neural network training, combining a tensor library, compiler, JIT, and training tools.
- Free plan
- Windows · macOS · Linux · Web
- 11 7.7 Club score
Ludwig
Ludwig is an open-source deep learning framework for building, fine-tuning, and serving custom models.
- Free plan
- Windows · macOS · Linux · API
- 12 7.7 Club score
OpenVINO
OpenVINO is an open-source toolkit for accelerating AI inference, reducing model footprint, and making more efficient use of hardware.
- Free plan
- Windows · macOS · Linux · Web
- 13 7.6 Club score
MegEngine
MegEngine is a free, open-source deep learning framework for model development and deployment, with automatic differentiation and local training.
- Free plan
- Windows · macOS · Linux · iPhone and iPad
- 14 7.6 Club score
Trackio
Trackio is a Python library for tracking machine-learning experiments, built on Hugging Face Buckets and Spaces.
- Free plan
- Windows · macOS · Linux · Web
- 15 7.6 Club score
Keras
- Free plan
- Windows · macOS · Linux
- 16 7.6 Club score
MindSpore
- Free plan
- Windows · macOS · Linux · Self-hosted
- 17 7.5 Club score
Apache SINGA
Apache SINGA is a distributed deep-learning library for training deep-learning and machine-learning models.
- Free plan
- Windows · macOS · Linux · Self-hosted
- 18 7.4 Club score
Caffe
Caffe is a free deep learning framework developed by Berkeley AI Research and community contributors.
- Free plan
- Windows · macOS · Linux · Self-hosted
- 19 7.4 Club score
Ray Train
Ray Train distributes model-training compute among worker processes in a Ray cluster.
- Free plan
- Windows · macOS · Linux · Self-hosted
- 20 7.4 Club score
PaddlePaddle
- Free plan
- Windows · macOS · Linux · API