compare_brands

shallow

ir.cbest/lighting · Verify this server

Which suppliers cover a category, with counts, share, and per-facet data coverage. Coverage describes what each supplier's SOURCE stated, never product quality, and a one-supplier category says so rather than pretending to be a comparison.

100.0/100

1 trials · measured 14 days ago

compare_brands scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ir.cbest/lighting, measured 23 Sept 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
2026-09-23100.0shallowv0.2.0

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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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: compare_brands
[![Vouch score](https://vouch.tools/api/tools/1a2a5eab-54ef-4c57-8e33-4dff63805b55/badge.svg)](https://vouch.tools/tools/1a2a5eab-54ef-4c57-8e33-4dff63805b55)
compare_brands — Vouch