Data

Agnost AI

Finds where AI agents fail in production and suggests fixes

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1 viewsPricing · Freemium from $49/moStable
The FalcoScan Intel Panel/Agnost AI · Data
Data updated 4 October 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper Risk
Low
Band
Momentum
Stable
Market trend
The Brief

What Agnost AI does

Agnost AI reads production conversations of chat and voice agents, clusters failure and frustration patterns and proposes changes to prompts and tools. Teams use it to improve agents they already run.

Builder’s Brief

Agnost AI is a data tool on FalcoScan. Finds where AI agents fail in production and suggests fixes. FalcoScan rates Agnost AI as moderate opportunity, a open market, and low wrapper risk. Momentum: stable. Pricing: Freemium from $49/mo.

Market position · Data

How Agnost AI compares in Data

Agnost AI has moderate opportunity and sits in the middle third of 389 live Data tools on FalcoScan. Across Data, the average opportunity score is 68.8 and the average saturation score 33.3. FalcoScan rates Agnost AI's own market position as open. 128 of the 389 operating Data tools have hot momentum, and FalcoScan has recorded 6 shutdowns in the category.

Agnost AI compared with top-rated Data tools
ProductOpportunitySaturationPricingMomentum
Agnost AIModerateOpenFreemiumStable
DuckDBHighOpenFreeHot
DuckDB LocalHighOpenFreeHot
GrafanaModerateContestedFreemiumRising
Grafana DashboardsHighOpenFreemiumRising
ClickHouse OSSHighOpenFreeHot
Tagged

Agnost AI shows up when builders search for these

agent-monitoringobservabilityanalyticsllm-opsvoice-agents
Similar tools · Data

Alternatives to Agnost AI

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Questions

Agnost AI: common questions

Is Agnost AI free?

Agnost AI has a free tier, with paid plans from $49 a month.

What are the best alternatives to Agnost AI?

The closest alternatives to Agnost AI that are still running, matched on the AI capabilities, uses and audience they share, are DuckDB, DuckDB Local, Grafana, Grafana Dashboards, and ClickHouse OSS.

Is Agnost AI still operating?

Yes. FalcoScan's operating checks list Agnost AI as active.

Does Agnost AI have an API?

FalcoScan's records show no public API for Agnost AI.

How do I sign in to Agnost AI?

Sign in on Agnost AI's own website, agnost.ai. FalcoScan reviews Agnost AI but does not run its accounts, so logins, passwords and billing are handled by Agnost AI directly.

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