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What is the FreightMath Operating Ratio?

FreightMath OR (FMOR) is a network-aware operating ratio composed of four dimensions. Here's what each one means — and why a single OR number lies.

The one-line answer

The FreightMath Operating Ratio (FMOR) is a network-aware operating ratio composed of four parts — Core OR, Inbound OR, Outbound OR, and the composite FMOR — that replaces the single legacy OR number every carrier uses today and hides at least half the truth.

Why a single OR number lies

When you divide total operating expenses by total revenue at the company level, you get one number. It's the number every carrier reports in monthly P&Ls and the number every freight buyer asks about. It's also useless for decisions, because it gives you no way to know:

  • Which loads moved the OR up or down
  • Which lanes are doing the heavy lifting
  • Which customers are subsidizing the unprofitable ones
  • How much of your cost is the empty mile to find your next load

FMOR fixes that by computing operating ratio at the load level using true cost-to-serve from Activity-Based Costing — and adds the network context (inbound and outbound markets) that the company-level number throws away.

The four dimensions

1. Core OR (COR)

The load itself — linehaul revenue against all direct variable and overhead cost incurred to move it. The purest measure of whether a single move makes money.

2. Inbound OR (IBOR)

The profitability of finding freight into the origin market. Captures the cost and quality of inbound repositioning — the empty miles and dispatcher time spent getting a tractor to the pickup.

3. Outbound OR (OBOR)

The profitability of freight leaving the destination market. Reveals backhaul efficiency and deadhead exposure at the destination — what it actually costs to get out of where the load left you.

4. FreightMath OR (FMOR)

The composite — all four dimensions unified into a single, network-aware operating ratio. The only number that tells the whole truth about a load.

Where the math comes from

FMOR isn't a heuristic. It rests on two foundational layers:

  • MapLedger standardizes any carrier's general ledger to the FreightMath Standard COA — 550 accounts, 5 operating groups, 7 labor groups. Same chart, every time.
  • The FreightMath ABC engine routes every standardized GL dollar through one of five allocation methods (Variable, Overhead, Pre-Standard, Tolls, Trailer Pool) so it lands on the exact segment that consumed it.

Every FMOR number traces back through the methodology to a specific GL account. There is no black box.

What to do with FMOR

Once a carrier has FMOR computed on every load, the playbook becomes obvious:

  1. Rank lanes by FMOR. Walk away from the bottom decile at renewal.
  2. Score customers by aggregate FMOR. Have an honest conversation with the bottom quartile.
  3. Use FMOR-anchored cost as the floor in every bid (this is what BidRight does).
  4. Watch FMOR drift over six months. Customers slide — surface it before renewal.

That's the entire system. One number, four components, full audit trail. The math behind every other FreightMath product is the math here.

Frequently asked questions

What is the FreightMath Operating Ratio?

FreightMath OR (FMOR) is a network-aware operating ratio built from four components: Core OR (the load itself), Inbound OR (the cost of finding freight into the origin market), Outbound OR (the profitability of leaving the destination market), and the composite FMOR. It replaces the single legacy OR number that hides empty-mile and positioning cost.

How is FMOR different from a traditional OR?

A traditional carrier OR divides total operating expenses by total revenue at the company level. FMOR computes operating ratio at the load level using true cost-to-serve from Activity-Based Costing, and adds inbound and outbound market context. The result is a load-level number that already accounts for empty miles, market position, and the cost of getting in and out.

Where does the data for FMOR come from?

FMOR sits on top of MapLedger (which standardizes the carrier's general ledger to the FreightMath Standard COA) and the FreightMath ABC engine (which allocates every standardized GL dollar to load segments via the five allocation methods). Every FMOR number traces back through the methodology to a specific GL account.

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