Skip to content

ML & infrastructure

WhyLabs

WhyLabs is an AI observability platform that monitors data quality, model drift, and LLM behavior using the open-source whylogs library.

Discontinued · confirmed 2026-09-30

Notice on whylabs.ai: "WhyLabs, Inc. is discontinuing operations." This tool is left out of every ranking on this site. See what changed in September 2026.

What’s good

  • Privacy-preserving profiling
  • Open-source whylogs
  • LLM security toolkit

Where it falls down

  • Profiling concepts to learn

Runs on

webapi

Built for

ml teamsdevelopers

Alternatives

Others doing the same job

All ML & infrastructure tools →

Hugging Face · ML & infrastructure

Hugging Face hosts open models, datasets, and Spaces, with inference and training tools.

Pricing

Free - $9/month

Trust 88

Visit

Coefficient · ML & infrastructure

Connects Google Sheets and Excel to live data from Salesforce, databases and SaaS tools, with AI for analysis, formulas and automated reports.

Pricing

Free - $49/month

Trust 87

Visit

Seldon · ML & infrastructure

Seldon provides a model deployment and serving platform on Kubernetes with the Seldon Core and Core 2 inference frameworks.

Pricing

Free (open source)

Trust 87

Visit

Slidebean · ML & infrastructure

An AI presentation tool that auto-designs slides from your content, with pitch-deck templates and financial-model tools for startups.

Pricing

$29-$149/month

Trust 87

Visit

Some links on this page are affiliate links, including links that pass through Skimlinks. If you buy through them we may earn a commission, at no extra cost to you. It never affects a tool's placement or score: see our methodology and affiliate disclosure. We currently earn nothing from this particular link.