Strongest current signal
Package downloads
719.2K/30d
Tracked on PyPI
▼ -1%
ML and LLM observability platform for monitoring and evaluation
Evidence spans packages, GitHub, and code adoption.
Evidence
Package demand leads here, with downstream usage and discussion filling in the picture.
Strongest current signal
719.2K/30d
Tracked on PyPI
12
Known dependents on PyPI
9.2K
Main repository stars
4
Public repositories importing tracked packages
Summary
Arize AI shows both package demand and downstream use: 719.2K package downloads in the last 30 days and 4 public repositories importing its packages.
This summary draws from package registries, GitHub, developer discussion, and AI-Buzz collection where it adds real signal. As of April 11, 2026. Methodology
Research Brief
No recent Research Brief centers Arize AI yet. Start with the latest market reporting, then return here for the source-level evidence on this page.
Browse Research Briefs →Sustainability and maintenance signals from the primary public repository.
Additional evidence
AI-Buzz collects a small set of signals that do not show up cleanly in package and repository feeds.
Public repositories and source files importing packages tied to Arize AI.
Background and reference details
background, categories, funding, tools, and pricing history stay collapsed until you need them.
Arize AI provides an ML observability platform that helps data scientists and ML engineers monitor, evaluate, and troubleshoot machine learning models and large language models (LLMs) in production. By offering tools for drift detection, performance monitoring, and root cause analysis, Arize ensures the reliability and ethical deployment of AI systems, preventing costly model failures and maintaining model integrity. This positions them as a critical infrastructure provider in the MLOps ecosystem.
Raised $61M total - DAI rank #66 suggests moderate developer adoption relative to funding.
TCV
Battery Ventures
Foundation Capital
29K PyPI
ML and LLM observability platform for monitoring and evaluation
An end-to-end ML observability platform for monitoring, evaluating, and troubleshooting machine learning models and LLMs in production, ensuring reliability and performance.
Arize AI pricing changes tracked over time
Source: Company pricing pageUpdates: WeeklyNote: Extracted via automated page analysis; verify on sourceMethodology →Historical metrics for Arize AI
Arize AI: PyPI Downloads down 82% (161.0K to 29.2K). GitHub Stars up 4% (8.9K to 9.2K). Contributors up 100% (2 to 4).
| Date | PyPI Downloads | GitHub Stars | Contributors |
|---|---|---|---|
| Mar 20, 2026 | 161.0K | 8.9K | 2 |
| Mar 27, 2026 | 171.4K | - | 1 |
| Apr 3, 2026 | 168.6K | 9.1K | 4 |
| Apr 10, 2026 | 115.5K | 9.2K | 2 |
| Apr 11, 2026 | 29.2K | 9.2K | 4 |