Observability & Monitoring

Guild.ai

Log, analyze, compare and optimize experiments for machine learning.

Status
Generally available
Last checked
Checked · Oct 12, 2026
License
Proprietary
Pricing
Free tier · from $20 / month
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What it is

Guild.ai is a tool to log, analyze, compare, and optimize machine learning experiments. It supports cross-platform operations and integrates with various frameworks, providing visualizers like TensorBoard.

Guild.ai stands out by offering a robust, cross-platform solution for logging and analyzing machine learning experiments with integrated visualizers like TensorBoard.

When it fits — and when it doesn’t

A good fit for

  • Teams that need comprehensive logging and analysis of machine learning experiments across different platforms.

  • Organizations looking to integrate with TensorBoard for visual analysis without the overhead of setting up a cloud service.

Look elsewhere if

  • Developers who prefer cloud-based solutions over self-hosted tools

  • Small projects or individuals who do not require extensive experiment tracking and optimization features

Known weaknesses

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

  1. 01

    Expensive at scale due to proprietary nature

    Commercial licensing can become costly as the number of users and projects increases

What it does well

  • Cross-platform support for logging and analyzing experiments

  • Integration with TensorBoard for visual analysis

  • Optimization of machine learning experiments

Pricing

Free tier
YesSingle user, Agent Hub (private and public agent management), Manual runs (test mode), App Integrations, Built-in and custom service integrations, 100 automations a month
Paid from
$20 / month
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 Guild.ai

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

Open the setup guide →
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