category_breakdown

shallow

ai.useimagine/benchmark · Verify this server

Post counts and engagement per content category (product update, hiring, personal story, industry insight, ...) for companies or people.

100.0/100

1 trials · measured today

category_breakdown scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.useimagine/benchmark, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: category_breakdown
[![Vouch score](https://vouch.tools/api/tools/d8276cff-1958-4e5e-887a-4a75fef8476e/badge.svg)](https://vouch.tools/tools/d8276cff-1958-4e5e-887a-4a75fef8476e)
category_breakdown — Vouch