TensorBoard

TensorBoard is ranked #5 of 37 in ML experiment tracking software on Freedom251. It runs on API, Linux, macOS, Self-hosted, Web, Windows. There is a free plan.

TensorBoard plans and pricing

All plans

TensorBoard Free No price or usage limits stated on the opened pages github.com · 30 Sept 2026

Compared on ML experiment tracking software

Free plan: Yes
Run comparison: Yes
Artifact tracking: No
Dataset versioning: No
Model registry: No
Deployment options: self_hosted
API and SDK access: Yes

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TensorBoard

Purpose: TensorBoard is a suite of visualization tools for understanding, debugging, and optimizing TensorFlow programs during machine learning experimentation.
Metrics: It tracks and visualizes metrics such as loss and accuracy.
Model graphs: Its Graph Explorer visualizes TensorBoard graphs to inspect TensorFlow models.
Histograms and distributions: Dashboards show how tensor distributions change over time, including histograms and percentile summaries.
Other data: TensorBoard can display logged images, audio, and text, and project high-dimensional embeddings.
Profiling: TensorBoard includes tools for profiling TensorFlow programs.
Keras integration: The TensorFlow Keras callback records metrics, training graph visualizations, weight histograms, and sampled profiling data.
Notebook integration: TensorBoard can be launched in notebooks using the `%tensorboard` line magic or from the command line.
Offline and hosting: The project README says TensorBoard is designed to run offline and can be used locally, behind a corporate firewall, or in a datacenter.
Security setting: TensorBoard 2.0 and later defaults to `--host localhost`; `--bind_all` makes it serve on the public network over IPv4 and IPv6.
Storage limit: The README says TensorBoard does not support log directories on Google Cloud Storage when run without a TensorFlow installation.
Browser support: The README says TensorBoard can be used in Google Chrome or Firefox and that other browsers may have bugs or performance issues.
Support: The TensorBoard README directs general usage questions to Stack Overflow and bug reports to GitHub Issues.
License: The TensorBoard GitHub repository identifies its license as Apache-2.0.
Price from: Free

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Where it ranks on Freedom251

Best ML Experiment Tracking Software in 2026#5 of 37

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Sources

tensorflow.org/tensorboard· checked 30 Sept 2026
github.com/tensorflow/tensorboard· checked 30 Sept 2026
tensorflow.org/api_docs/python/tf/keras/callbacks/Tens· checked 30 Sept 2026
tensorflow.org/tensorboard/get_started· checked 30 Sept 2026