Evidently

---
schema: "https://insidethemachine.ai/schema/listing.schema.json"
slug: "evidently"
name: "Evidently"
kind: "repo"
tier: "catalog"
category: "obs"
category_label: "Observability"
stack_layer: "tools"
homepage: "https://discord.gg/xZjKRaNp8b"
repo: "https://github.com/evidentlyai/evidently"
license: "Apache-2.0"
stars: 7991
last_push: "2026-09-29"
archived: false
tags: []
seen_in_videos: []
gap_score: null
gap_score_status: "pending test on Mac Studio"
verified_on: "2026-10-15"
---

# Evidently

**What:** Evaluate and monitor ML and LLM systems.

**Why:** See what your agent did and what it cost.

**Category:** Observability · **Stack layer:** tools

## Status

Catalog entry. Existence and repo metadata checked 2026-10-15 via the GitHub API. Install commands below are auto-extracted from the README and have NOT been executed or verified. Read the README before running anything; prefer a sandbox or venv.

## Install (unverified)

1. [any] source: README (auto-extracted); status: unverified, not executed

```bash
pip install evidently
```

2. [any] source: README (auto-extracted); status: unverified, not executed

```bash
conda install -c conda-forge evidently
```

## Verify

No verified check yet. Minimum: the install command exits 0 and the tool's own help/version flag runs (exact flag: see README).

## Rollback (unverified)

1. source: derived inverse of install command

```bash
pip uninstall -y evidently
```

## Links

- Homepage: https://discord.gg/xZjKRaNp8b
- Repo: https://github.com/evidentlyai/evidently
- README: https://github.com/evidentlyai/evidently#readme