TensorFlow Ratings (September 2025)
This page breaks down TensorFlow ratings from all verified review sources to give you a clear, unbiased view of what real users think in September 2025.
We’ve aggregated the latest scores from all major platforms like Trustpilot, G2, Capterra and many more to help you understand TensorFlow’s overall reputation. This data-driven overview will show you exactly how TensorFlow is rated - including how it compares to competitors.
TensorFlow's Overall Rating Summary
- Average Rating:4.5/5
- Total Reviews:515 reviews
- Sources:G2, Capterra, Trustradius, Producthunt, Getapp, Softwareadvice, Facebook
- Last updated:September 1, 2025
TensorFlow Ratings by Source
| Platform | Rating | Reviews | Last Update |
|---|---|---|---|
 G2 | 4.5/5 | 129+ reviews | 01.09.25 |
 Capterra | 4.6/5 | 104+ reviews | 01.09.25 |
 Trustradius | 4/5 | 55+ reviews | 01.09.25 |
 Producthunt | 4.7/5 | 18+ reviews | 07.07.25 |
 Getapp | 4.6/5 | 104+ reviews | 01.09.25 |
 Softwareadvice | 4.6/5 | 104+ reviews | 01.09.25 |
 Facebook | 5/5 | 1+ reviews | 04.05.25 |
What is TensorFlow?
TensorFlow is an end-to-end platform for machine learning that makes it easy to create ML models that can run in any environment, with intuitive APIs and interactive code samples. It offers various libraries and tools such as TensorFlow.js for web ML applications, TensorFlow Lite for mobile and edge devices, and TFX for production ML pipelines. Additionally, TensorFlow provides resources like pre-trained models, datasets, and tools to support and accelerate ML workflows.
🤔 TensorFlow vs Competitors: How Do Ratings Compare?
Check out TensorFlow AlternativesFrequently Asked Questions
How trustworthy is TensorFlow?
According to G2 and Capterra review sites TensorFlow holds ratings of 4.5/5 and 4.6/5 respectively from 233 reviews, indicating that users consistently find value and reliability in the platform as of September 2025.
How many stars is TensorFlow rated?
TensorFlow has an average star rating of 4.5 out of 5 stars based on average of 515 reviews as of September 2025.
Where does the rating data come from?
The ratings are pulled from TensorFlow public reviews pages on platforms: G2, Capterra, Trustradius, Producthunt, Getapp, Softwareadvice, Facebook. We update these ratings monthly to ensure they reflect the most current customer feedback.
How overall average rating for TensorFlow is calculated?
The overall average rating is calculated by taking the weighted average of all ratings, using the total reviews count from each platform as the weight.