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Agnost AI

Catch agent failures your evals miss

0.0Unverified rating
View on ProductHunt → ProductHunt referral linkData last checked 31 Aug 2026
AI Tools

This entry was compiled from public sources and has not yet been read and signed off by an editor. Treat every figure below as unconfirmed and check the vendor's own pages before acting on it. See our editorial policy.

Entry price
$499/mo
Free plan
Yes
Free trial
No

What it is

Agnost AI is a product analytics platform designed for teams building and operating conversational AI agents. It analyzes real production conversations to identify critical issues such as silent failures, agent behavior drift, user frustration, and hidden feature requests. The platform groups these insights into recurring patterns, provides supporting evidence from actual conversations, and helps teams translate these findings into actionable evaluations and fixes to improve agent performance.

Recorded for

Audience tags from our own categorisation, not the vendor's positioning.

Small TeamsEnterprise

Pricing

Our record for Agnost AI lists a free plan, records an entry price of $499/month.

This figure has no source or check date on record. What that means. Confirm on the vendor's pricing page.

Recorded features

A summary of what the product advertises — not a complete feature inventory, and not something we tested.

  • Analyzes production agent conversations
  • Discovers silent failures, hallucinations, user frustration, and feature requests
  • Groups recurring patterns and provides supporting conversations
  • Turns insights into evals and fixes
  • OpenTelemetry native and SDK support (PyPI, npm)

Commonly reported strengths and drawbacks

Compiled from public write-ups and vendor documentation. These are impressions we have recorded, not findings from our own testing.

Reported strengths

  • Identifies critical agent failures and user frustrations hidden in conversations
  • Provides actionable insights with direct links to supporting evidence
  • Offers a free tier and scales to enterprise needs

Reported drawbacks

  • Limited public reviews and ratings on major platforms like G2 and Capterra
  • Some reports indicate a lack of discoverable developer resources and API documentation
  • Pricing for paid plans might be substantial for very small operations

Sources consulted

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