Skip to content
OSS for Founders
AI & ML

evidentlyai/evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Stars
8k
Forks
966
Language
Jupyter Notebook
License
Apache-2.0
Last commit
updated Sep 2026
Active
data-driftjupyter-notebookpandas-dataframemachine-learningmodel-monitoringhtml-reportmlopsdata-science

Straight from GitHub

Nobody has written up this repo. Everything on this page comes straight from the GitHub API, so there is no founder write-up, no pros and cons, and no difficulty rating — rather than a generated guess at them.

Maintenance

Pushed within three months of the last stats read (as of Nov 6, 2026).

Licence

Apache-2.0

Tech stack

Primary language: Jupyter Notebook. GitHub reports only the dominant language, so this is not the whole stack.

Install

No install command has been verified for this repo. Follow the README rather than a guess.

Quality score

Computed by the discovery import when this entry was added.

0.90out of 1.00
Recent activity×0.30
0.85

How recently the default branch was pushed to.

Adoption×0.20
0.83

Stars on a log scale, so adoption counts without dominating.

Description and topics×0.15
1.00

Whether the repo describes itself: description, topics, homepage.

README present×0.15
1.00

Whether the repository has a README at all.

Licence clarity×0.10
1.00

Whether GitHub can resolve the licence to a recognised SPDX id.

Issue health×0.10
0.80

Open issues relative to adoption, as a rough maintenance signal.

Similar repos

Same category, ranked by shared topics.

  • ZenML: One AI Platform from Pipelines to Agents. https://zenml.io.

    5.6k starsPythonApache-2.0updated Nov 2026AI & ML
  • Build, Manage and Deploy AI/ML Systems

    10.3k starsPythonApache-2.0updated Nov 2026AI & ML
  • Build, run, and manage data pipelines for integrating and transforming data.

    8.8k starsPythonApache-2.0updated Oct 2026Databases
  • Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

    7.8k starsGoApache-2.0updated Nov 2026AI & ML

Stats updated Nov 6, 2026. Stars, forks, issue counts, and dates are a snapshot read from the GitHub REST API, not a live figure. This site makes no requests to GitHub when you load a page.

Command Palette

Search for a command to run...