Benchmarks tab: class coverage and peer intelligence

What the Benchmarks tab shows

Every other tab in Equipment looks at your fleet on its own: what you own, what condition it's in, how it's held. The Benchmarks tab is the one place that looks outward, at the regional peer cohort your equipment data flows into once you contribute. It answers two separate questions: what does your inventory span (Class Coverage, built from your own units, always visible), and what does the peer cohort unlock once enough operators around you have contributed theirs (Peer Intelligence, gated on contribution).

This is a portfolio-scoped view. It rolls your whole fleet up by equipment class. Per-unit peer comparisons, the ones that compare a single dehumidifier or moisture meter against the catalog and its cohort, live on that unit's own detail view instead, specifically its Alternatives section. Benchmarks here gives you the fleet-wide picture; the detail view gives you the unit-by-unit one.

Where to find it

Open Equipment from the sidebar at /equipment. Equipment is a five-tab card slider: Findings, All Equipment, Condition, Utilization, and Benchmarks, the last one in the row, tagged with an amber accent. Tap it to load the view described below.

Equipment doesn't have its own upload button. Data arrives through the global send-data control the same way every section does, forwarded documents, connected tools, or a manual entry, and the agent classifies each unit into an equipment class as it comes in.

Class Coverage

What it is. A rollup of every active unit in your fleet (retired units are excluded), grouped by equipment class and counted.

What you see. A simple two-column list, one row per class:

• The class name on the left, for example "LGR Dehumidifier" or "Pinless Moisture Meter." A unit the agent hasn't classified yet reads as Unclassified and gets its own row.
• The unit count on the right, in copper, read as "3 units" or "1 unit."

Rows are sorted by count, so your largest class sits at the top. This is the fastest way to see where your fleet concentrates, and where it's thin, a single-row class with one unit is exactly the kind of gap the Utilization tab's class-density rollup calls out as a single point of failure.

How to use it. Tap any row to drill into a unit in that class. From there, the unit's own detail view is where the per-class peer comparisons live: how many units are typical for a fleet your size, which catalog products your peers are converging on, and rental-rate medians for that class in your state.

Empty state. If you have no equipment on file yet, or no peer operators in your region have contributed inventory, the whole tab reads: "Benchmarks populate once you have equipment on file and peer operators in your region have contributed their inventory." Nothing renders below that line until both sides of the exchange exist, your own units and a peer cohort to compare them against.

Peer Intelligence

Below Class Coverage sits a second block, styled as a dashed-border panel, titled "What unlocks with every contribution." This is the section that explains the exchange: every unit you log adds to the regional peer cohort, and in return, three kinds of peer intelligence become available. Verinode aggregates on your side of the table. Your inventory data is never sold to carriers or insurers, that's the independence a data trust exists to guarantee, not a marketing line.

The three unlocks, as they appear in the panel:

• Peer adoption per class. How many operators in your state run the same equipment class, and what catalog products they're converging on. This shows up on each unit's Alternatives section, where your unit gets ranked against catalog siblings other operators in the cohort have chosen.
• Regional rental-rate medians. Daily, weekly, and monthly rental rates for your region, broken out by class. This surfaces specifically on units flagged for a rent-vs-buy decision, where knowing the going regional rate is what turns "we've been renting this a while" into a real break-even calculation.
• Lifespan × outcome correlation. Whether aged units in a class correlate with slower job cycles across the peer cohort. This is the research synthesis behind the Equipment × Margin finding, the cross-section pattern that connects an aging fleet to a margin drag, not just an equipment problem in isolation.

Each unlock is qualitative by design. Verinode never surfaces the exact number of contributing operators behind a peer figure, the cohort itself is protected the same way every peer benchmark on the platform is: it only publishes once enough independent operators have contributed to keep any single operator from being identifiable in the aggregate. What you get instead is the comparison itself, framed against your side of the table, once the cohort clears that bar.

How this connects to the rest of Equipment

• Condition tab is where the age and calibration math that feeds a unit toward a peer comparison actually lives, expected lifespan by class, IICRC calibration cycles, and the 80%-of-life aging threshold. See the equipment condition gauges for how those thresholds are set.
• Utilization tab shows your ownership mix (owned / rented / leased / financed) and class density. A class that's rented and long-running is the same signal Peer Intelligence's rental-rate median exists to answer: is this cheaper to keep renting, or to buy at this point.
• Fleet-wide peer deltas on the Equipment home page (aging percentage and calibration percentage against the peer cohort) come from the same benchmark resolver as this tab, just expressed as home metric tiles instead of a class list. When there isn't yet enough peer data at your scope, those tiles show your number without a peer delta, the same "not enough cohort yet" behavior as this tab's empty state.
• For the mechanics behind how any peer number on the platform gets computed, scoped, and gated, see how benchmarks work and reading a benchmark.

A note on contribution

The exchange described in Peer Intelligence isn't unique to equipment, it's how Verinode's benchmark layer works everywhere: benchmark consent and your logged data determine what peer comparisons unlock across the platform, equipment included. If you haven't opted into benchmark contribution, the Class Coverage rollup still shows your own fleet in full, only the peer side of the exchange stays gated. See benchmarks overview for how contribution and peer visibility work platform-wide, and clients and carriers if you're looking for the equivalent peer intelligence on the client and carrier side of your book.