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Alternatives · 2026

The best PyTorch alternatives

The rest of Best Deep Learning Software, in this site's order: each with what it costs, where it runs and its record score.

1
Apache TVM

Apache TVM suits developers compiling pre-trained models for varied hardware and runtime targets.

AndroidiPhone & iPadWeb+5 Free plan Record6.1 Visit
2
Lightning AI Studios

The free plan is described for students, researchers, and hobbyists.

WebWindowsMac+3 $20 a month, billed yearly Record6.0 Visit
3
Paperspace Gradient

Gradient may suit individual ML/AI engineers, data scientists, researchers, teams, research groups, and startups building or serving machine learning…

WebWindowsMac+4 $8 a month Record6.0 Visit
4
ONNX Runtime

It suits developers deploying machine-learning models across different hardware and environments, including browsers and mobile devices.

AndroidiPhone & iPadWeb+4 Free plan Record5.6 Visit
5
TensorFlow

TensorFlow suits developers building machine learning models for servers, edge devices, or the web.

AndroidiPhone & iPadWeb+5 Free plan Record5.5 Visit
6
MegEngine

MegEngine may suit developers who want a framework spanning model development and deployment, from beginner tutorials to advanced workflows.

AndroidiPhone & iPadWindows+3 Free plan Record5.3 Visit
7 WindowsLinuxAPI+1 $4,500 a year Record5.3 Visit
8
Deeplearning4j

It suits professional Java developers building JVM deep-learning applications, importing models, training across clusters, or deploying to services…

WindowsMacLinux+2 Free plan Record4.9 Visit
9 WebWindowsMac+2 Free plan Record4.9 Visit
10 WindowsMacLinux+1 Free plan Record4.9 Visit
11
Ludwig

Ludwig suits people building or tuning models across varied data types, from beginners using YAML or auto_train() to experts customizing PyTorch…

WindowsMacLinux+2 Free plan Record4.9 Visit
12 WebWindowsMac+2 Free plan Record4.9 Visit
13
Apache SINGA

SINGA suits teams training deep-learning or machine-learning models who need distributed GPU training or on-premises deployment.

WindowsMacLinux+1 Free plan Record4.8 Visit
14
Caffe

Caffe suits researchers, startups, and industrial teams building deep learning systems with configurable models and local or on-premises training.

WindowsMacLinux+1 Free plan Record4.7 Visit
15 MacLinuxAPI+1 Free plan Record4.7 Visit
16
MLX

MLX is designed for machine learning researchers, particularly those working with Apple silicon.

iPhone & iPadMacLinux Free plan Record4.7 Visit
17 WindowsMacLinux+1 Free plan Record4.7 Visit
18 WindowsMacLinux+2 Free plan Record4.6 Visit
19 MacLinuxSelf-hosted Free plan Record4.6 Visit
20 WindowsMacLinux Free plan Record4.6 Visit
21 WindowsMacLinux+1 Free plan Record4.6 Visit
22 WindowsLinuxSelf-hosted Free plan Record4.6 Visit
23 WebWindowsMac+1 Free plan Record4.6 Visit
24 WindowsMacLinux+2 Free plan Record4.6 Visit