Observability & Monitoring

Fiddler AI

AI Observability and Security platform for responsible ML and GenAI deployments.

Status
Generally available
Last checked
Checked · Oct 12, 2026
License
Proprietary
Pricing
Paid
Visit Fiddler AI Compare with alternatives

What it is

The all-in-one AI Observability and Security platform that helps enterprises operationalize ML, GenAI, and LLM applications with trust. It provides monitoring, analytics, and centralized controls to deliver high performance AI while reducing costs and ensuring governance.

Fiddler AI stands out by offering a comprehensive platform that integrates observability, security, and governance features specifically tailored for ML and GenAI applications.

When it fits — and when it doesn’t

A good fit for

  • Enterprises looking to scale ML and GenAI deployments while ensuring high performance and compliance

  • Organizations needing centralized controls for their machine learning applications

  • Teams that require detailed monitoring and analytics for AI systems

Look elsewhere if

  • Small teams or startups with limited budgets for enterprise-grade solutions

  • Projects where real-time streaming capabilities are required (Fiddler focuses on batch processing)

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Vendor lock-in due to proprietary nature

    Custom data formats and APIs are not easily portable to other platforms

What it does well

  • Centralized controls for ML and GenAI applications

  • Monitoring and analytics for AI performance

  • Security features to ensure responsible governance

Pricing

Free tier
No
Paid from
—
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page. Vendor pricing ↗

Performance benchmarks

How Fast Is It?

Set up Fiddler AI

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
Get the badge

A small badge for Fiddler AI’s README or site: its name, “Tracked on AI Navigator”, and the availability status and check month from this page. It updates as the catalog does.

Fiddler AI — tracked on AI Navigator

Markdown

[![Fiddler AI — tracked on AI Navigator](https://navigateaitools.com/badge/fiddler-ai.svg)](https://navigateaitools.com/explorer/tool/fiddler-ai)

HTML

<a href="https://navigateaitools.com/explorer/tool/fiddler-ai"><img src="https://navigateaitools.com/badge/fiddler-ai.svg" alt="Fiddler AI — tracked on AI Navigator" height="58"></a>