# TensorFlow Software Reviews, Demo & Pricing - 2026 > Review of TensorFlow Software: system overview, features, price and cost information. Get free demos and compare to similar programs. Source: https://www.softwareadvice.com/machine-learning/tensorflow-profile --- [Home](https://www.softwareadvice.com/) / [Machine Learning Software](https://www.softwareadvice.com/machine-learning/) / TensorFlow Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. Overview [Reviews](https://www.softwareadvice.com/machine-learning/tensorflow-profile/reviews/)[Alternatives](https://www.softwareadvice.com/machine-learning/tensorflow-profile/alternatives/) # TensorFlow 2026: Benefits, Features & Pricing On this page - Overview - User Interface - Popular Alternatives - Pricing and Plans - Features - User Reviews - Popular Comparisons ## Overview TensorFlow 4.6 [(104)](https://www.softwareadvice.com/machine-learning/tensorflow-profile/reviews/) Pricing Pricing available upon request Top Alternatives ### About TensorFlow TensorFlow is an open-source software library for numerical computation using data flow graphs. The technology can be applied to many use cases, from computer vision, natural language processing, and medical image analysis to robotics and game AI. ## TensorFlow User Interface ## Popular TensorFlow Alternatives Main Product TensorFlow 4.6 [(104)](https://www.softwareadvice.com/machine-learning/tensorflow-profile/reviews/) Ratings Breakdown - 3.87Ease of use - 4.68Value for money - 4.07Customer support - 4.57Functionality Pricing Available upon request Alternative Product [Minitab](https://www.softwareadvice.com/bi/minitab-profile/) 4.5 [(388)](https://www.softwareadvice.com/bi/minitab-profile/reviews/) Ratings Breakdown - 4.18Ease of use - 4.17Value for money - 4.24Customer support - 4.42Functionality Pricing Starting at $1851.00 per year Alternative Product [Rayven](https://www.softwareadvice.com/iot/rayven-profile/) 5.0 [(24)](https://www.softwareadvice.com/iot/rayven-profile/#reviews) Ratings Breakdown - 4.92Ease of use - 5.0Value for money - 4.96Customer support - 5.0Functionality Pricing Starting at $50.00 per month Alternative Product [Clickworker](https://www.softwareadvice.com/machine-learning/clickworker-profile/) 4.3 [(58)](https://www.softwareadvice.com/machine-learning/clickworker-profile/reviews/) Ratings Breakdown - 4.33Ease of use - 4.32Value for money - 4.48Customer support - 4.21Functionality Pricing Available upon request Alternative Product [Google Cloud](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/) 4.7 [(2286)](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/reviews/) Ratings Breakdown - 4.48Ease of use - 4.42Value for money - 4.31Customer support - 4.60Functionality Pricing Available upon request Alternative Product [Anaconda](https://www.softwareadvice.com/machine-learning/anaconda-profile/) 4.6 [(86)](https://www.softwareadvice.com/machine-learning/anaconda-profile/reviews/) Ratings Breakdown - 4.40Ease of use - 4.60Value for money - 4.0Customer support - 4.65Functionality Pricing Available upon request ## TensorFlow Pricing and Plans Starting price: Pricing available upon request Free Trial Free Version ## TensorFlow Features - Popular features found in Machine Learning Data Import/Export Data Visualization Deep Learning Natural Language Processing Predictive Modeling - More features of TensorFlow API Configurable Workflow Model Training Workflow Management ## TensorFlow User Reviews Overall Rating 4.6 Ratings Breakdown 5 66% 4 31% 3 2% 2 1% 1 0% Secondary Ratings Ease of Use 3.9 Value for money 4.7 Customer support 4.1 Functionality 4.6 Shalinee S. Verified reviewer 201-500 employees Used other for more than 2 years Review source Reviewed July 2018 Made the deep learning kids work 5 Best library for deep learning Ratings Breakdown 5 Ease of use 5 Value for money 5 Customer support 5 Functionality Pros: This library is the best for deep learning. Designing neural network with this library is very easy. Also, it compute things very fast. It has made the visualization very easy. It has lots of built in features like conv2d network, lstm etc. Cons: It's the best thing to do stuff in deep learning but it require a long learning curve. But once you know how it works then it made your job very easy. Read More Kevin P. Verified reviewer Internet 10000+ employees Used weekly for less than 2 years Review source Reviewed September 2018 Deep learning is easy with TensorFlow 5 We use tensorflow LSTMs for sequence classification to mine patterns in log and customer behavior. In our use case, deep models decreased testing loss by 50% over a simple baseline. Ratings Breakdown 4 Ease of use 5 Functionality Pros: Intuitive way to generate networks. Nice visualizations with tensorboard. Good documentation and tutorials. Large supportive community. Easily scaleable. Cons: Many of the error messages can be cryptic and difficult to use when debugging. Frequent errors caused by data type mismatches. It is not easy to iterate quickly with Tensor flow. Read More VR Verified Reviewer Financial Services 11-50 employees Used daily for less than 12 months Review source Reviewed December 2018 Overhyped application 2 I use tensorflow for machine learning apps to find correlations in the market, but the app has let me down and I have since moved on to other libraries, as tensorFlow was simply to difficult to use. Ratings Breakdown 1 Ease of use 4 Value for money 4 Customer support 2 Functionality Pros: Tensorflow is a good library for machine learning, but only for more experienced developpers. Cons: It is very hyped by the community, but has a teap learning curve and is hard to learn. So the app is not beginner friendly, but also is't the best library for high level machine learning. Read More Sheikh A. Verified reviewer Electrical/ Electronic Manufacturing 11-50 employees Used weekly for less than 2 years Review source Reviewed September 2019 Powerful tool for machine learning, AI or data science researchers 5 The depth of resources this tool provides makes it inseparable for a researcher of many sectors, at this era of AI. Ratings Breakdown 4 Ease of use 4 Value for money 4 Customer support 5 Functionality Pros: GPU utilization helps the projects. TensorBoard is good for model visualization and performance analytics. Cons: Still requires specific hardware for specific versions. Compatibility with multiprocessing module is low, making it incompatible to combine with parts of codes running on CPU if multiprocessing is required. Read More Dr. Jayant J. Verified reviewer Education Management 201-500 employees Used weekly for more than 2 years Review source Reviewed June 2019 Tensorflow is the best Deep Learning framework preferred by many industries 5 I have used tensorflow for development of some deep learning applications. Ratings Breakdown 5 Ease of use 5 Value for money 5 Customer support 5 Functionality Pros: Tensorflow is preferred by many industries for developing deep learning architecture. Cons: Programming is little difficult with tensorflow Read More Sasitha P. Verified reviewer Information Technology and Services 2-10 employees Used other for more than 2 years Review source Reviewed March 2019 Train models with lot of data 5 I used google ML engine to train a model with 1 million data. Normal computers not allow to train a model with that much of data. Ratings Breakdown 3 Ease of use 5 Value for money 4 Functionality Pros: we can train models with lot of data which contain millions of data. Cons: not easy to learn using their documentations. Read More DS Deepak Kumar S. Verified reviewer Information Technology and Services 201-500 employees Used other for less than 2 years Review source Reviewed January 2019 TensorFlow is must use thing for deep learning 5 A must use library to develop new algorithm of deep learning as it gives you power to customise everything. Ratings Breakdown 4 Ease of use 5 Value for money 5 Customer support 5 Functionality Pros: I think if you are developing something that includes deep learning and some other machine learning technique as well, then you should use TensorFlow. It comes with lot of inbuilt functionality which makes thing easy for deep learning algorithm. It comes with inbuilt data handling/processing techniques which is very useful when developing new algorithm and implementing them. Cons: Ti has steep learning curve. Understanding it's concept of tensor is not easy to understand. It takes time to learn it completely. And even after learning it, it takes time to develop or write the implementation of deep learning algorithm as you have to write everything by your own. Read More Shambhavi J. Verified reviewer Used other for less than 2 years Review source Reviewed July 2018 Writing deep learning algorithm is very easy -- very advance machine learning library 5 Ratings Breakdown 4 Ease of use 5 Value for money 5 Customer support 5 Functionality Pros: Implementing deep learning algorithm is very easy. It has lots of built in feature like conv2d, conv3d, lstm etc. which make ML work very easy and faster. Computationally, it is way faster that other ML libraries. Cons: It take time to learn about this. Understanding the tensor and other data type is non-trivial. But once you learn this it's very easy to use it . Read More Rashmi .. Verified reviewer Information Technology and Services 201-500 employees Used other for less than 2 years Review source Reviewed January 2019 just use this for deep learning 5 a must use library for deep learning and ML Ratings Breakdown 4 Ease of use 4 Value for money 5 Customer support 5 Functionality Pros: I think it's the best and most powerful ML and deep learning library available as of now. Tensor has lot and lots of support for deep learning algorithms. It comes with lot of inbuilt function which makes the thing easy for ML developer. Cons: Only cons about this is it's long learning curve. Read More Arwildo B. Verified reviewer Research 1001-5000 employees Used daily for less than 6 months Review source Reviewed April 2019 The best powerfull libary for your neural network 5 I use Tensorflow to design my first code in machine learning to build an autopilot car game. Ratings Breakdown 4 Ease of use 5 Value for money 5 Customer support 5 Functionality Pros: Tensorflow it's easy to set up and provides a simple way to start learning machine learning with a guides tutorial that comes with data that needed to train the algorithm. Cons: It does not available to a 32bit machine, you need 64bit. Read More Showing 1 - 10 of 104 Reviews [See All Reviews](https://www.softwareadvice.com/machine-learning/tensorflow-profile/reviews/) ## TensorFlow Popular Comparisons [Clickworker vs TensorFlow](https://www.softwareadvice.com/machine-learning/clickworker-profile/vs/tensorflow/)[Google Cloud vs TensorFlow](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/vs/tensorflow/)[Anaconda vs TensorFlow](https://www.softwareadvice.com/machine-learning/anaconda-profile/vs/tensorflow/)[Snowflake vs TensorFlow](https://www.softwareadvice.com/database-monitoring/snowflake-profile/vs/tensorflow/)[MySQL vs TensorFlow](https://www.softwareadvice.com/machine-learning/mysql-profile/vs/tensorflow/)[XLSTAT vs TensorFlow](https://www.softwareadvice.com/machine-learning/tensorflow-profile/vs/xlstat/) [Compare All Alternatives](https://www.softwareadvice.com/machine-learning/tensorflow-profile/alternatives/) ## See what companies are saying about Software Advice