Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

Vnomics Announces Improved Fuel Scoring Model

Vnomics' new driver scoring model for True Fuel, its stand-alone, fuel optimization solution, is designed to give drivers a score tailored to actual driving conditions.

by Staff
January 25, 2017
Vnomics Announces Improved Fuel Scoring Model

Screenshot via Vnomics

3 min to read


Screenshot via Vnomics

Vnomics is releasing a new driver scoring model for True Fuel, its stand-alone, fuel optimization solution.

The new scoring model is called True Fuel Score and it includes distinct, normalized assessments of driver fuel efficiency in three key areas, engine control, speeding, and idling as well as a blended overall True Fuel score. It is designed to give drivers a fairer score, based on the types of real-world driving and driving conditions they encounter.

Ad Loading...

The True Fuel Score gives users a composite rating of the three highest fuel wasting behaviors, combining the idling and speeding scores with the current Vnomics engine control score. Drivers are scored only on what they can control, according to Vnomics.

For example, a highway driver has fewer opportunities to idle, whereas a city pickup and delivery driver has fewer opportunities to speed, so the new Vnomics scoring model does not lump them together into the comparisons, and those two groups of drivers are not benchmarked against each other.

In the case of highway drivers, True Fuel Score looks at how much opportunity they had to speed and compare that to the number of times they were actually speeding along with the severity of the event. On a two hour trip, for example, if a driver went a few miles per hour over the limit a couple of times, the event will be logged. But now, that data will also be compared against fuel consumed during that timeframe. If the speeding event took place while descending a hill, for example, fuel consumption drops accordingly. Vnomics can see where the event occurred on Google maps and see that the driver was on a hill.

Ad Loading...

For the pickup and delivery driver, the system looks at opportunities where idling could have been eliminated, such as when stopping at a customer, running inside to speak to the receiver, then coming back out to back the truck into a dock.

In the new scoring model that would be considered unnecessary idling, as would time spent after a truck was backed into a loading dock if the engine was left running. Being stopped in traffic would still be logged as "idling" but because Vnomics can discriminate between moving in traffic and backing into a dock, the driver won't be penalized for the event.  

“We look at the next action to determine if the event was a driver choice or not,” said Bob Magnant, vice president of product management and strategy at Vnomics. “We only go after what is within the driver's ability to control.” 

All of the scores can be accessed on the Vnomics customer web portal, which now includes detailed analyses of engine control, idling and speeding behaviors. With these changes, fleet managers can provide key information to drivers on how they can improve fuel efficiency in these areas. This detailed accounting of fuel loss can also be used to augment Vnomics’ in-cab driver coaching to change behavior.

“True Fuel Score provides detailed insight into how and when drivers excessively speed or idle or employ fuel wasting driving techniques,” said Magnant “Over the next several months, we will be extending the capabilities of True Fuel Score by adding other scoring dimensions in new areas of fuel waste that can be assessed and minimized by optimizing driver fuel efficiency behaviors. As a driver's score improves, fuel loss will decrease, lowering costs and ultimately driving MPG improvement across the fleet.”

More Drivers

American flag in background with photos of military truck and Freedom Haulers ad graphic
Driversby Deborah LockridgeJuly 30, 2026

Trump Administration Looks to Put More Veterans Behind the Wheel

The Freedom Haulers program pulls together existing and expanded programs at several federal agencies to recruit veterans to drive commercial heavy-duty trucks and cut the red tape for them to get a CDL, training, and employment.

Read More →
Equipmentby Jim ParkJuly 30, 2026

Putting Mack’s Command Steer to the Test

A test drive of Mack’s Command Steer active steering system evaluates how it can make truck driving easier and less tiring.

Read More →
Truck driver behind the wheel with illustration overlaid of someone handing out cash
Driversby Deborah LockridgeJuly 28, 2026

Competition Heating Up for Truck Drivers

New report reveals rising driver hiring costs, the return of sign-on bonuses, growing AI advantages, and the operational factors shaping driver retention.

Read More →
Ad Loading...
Line of gray semi trucks with Fraley & Schilling logo
Safety & ComplianceJuly 15, 2026

How Fraley & Schilling Improved Logbook Compliance by Over 50%

Fraley & Schilling needed a way to close a compliance workflow gap in its ELD system without adding more work from driver training, reminders, and back-office follow-ups. It found the answer in a custom driver app.

Read More →
Volvo American Truck Simulator.
Driversby News/Media ReleaseJuly 8, 2026

Volvo Goes Gaming

Volvo has roared into American Truck Simulator with two new flagship trucks.

Read More →
Two black men in safety vests walking together laughing in a truck fleet yard
Driversby Deborah LockridgeJuly 6, 2026

What the Best Fleets to Drive For Teach About Driver Retention

Survey fatigue, AI-powered routing, owner-operator expectations, and the decline of social media all emerged as themes from this year's Best Fleets to Drive For program.

Read More →
Ad Loading...
Podcast thumbnail showing Jane Jazrawy, the words "When Drivers Tune Out," and a line drawing of a truck.
DriversJuly 2, 2026

Driver Retention Lessons From the Best Fleets to Drive For

What separates trucking's best workplaces from the rest? Jane Jazrawy shares the biggest lessons from this year's Best Fleets to Drive For program on driver retention, communication, AI, and workforce trends on the HDT Talks Trucking podcast.

Read More →
Man standing beside tractor-trailer in sepia tone with the words "Farewell CDL" superimposed on top
Driversby Jack RobertsJuly 1, 2026

Farewell, CDL: Why I'm Giving Up My Commercial Driver's License

After more than 20 years as a CDL holder, HDT Executive Editor Jack Roberts is letting his commercial license expire. Not because he wants to — but because trucking's nuclear verdict crisis has made the risks of public-road test drives too great for editors, manufacturers, and everyone involved.

Read More →
HDT Talks Trucking thumbnail with photo of Jane Jazrawy and the text,, "When Drivers Tune Out"
Driversby Deborah LockridgeJune 24, 2026

How Top Trucking Fleets Improve Driver Retention [Video]

What do healthy snacks, optimized routing, and just picking up the phone have in common? They're all strategies the Best Fleets to Drive For are using to retain truck drivers.

Read More →
Ad Loading...
Trucker Path Cargo Net theft overlay.
Driversby News/Media ReleaseJune 23, 2026

Trucker Path Adds Verisk CargoNet Theft Data to Navigation Platform

Trucker Path’s new cargo theft risk overlays give drivers and fleets visibility into high-risk areas, stolen commodity trends, and theft hotspots.

Read More →