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Key takeaways:
Routing a food delivery is not routing a parcel. A parcel is late. A pallet of chilled product delivered outside a receiving window is a conversation about whether it can be sold at all, and route planning software written for couriers has no concept of that difference.
Temperature is the part that gets left out. It is treated as a customer industry to list rather than a constraint the optimizer has to respect, which is why a tool that plans a courier round beautifully can still put your frozen pallet on the wrong truck.
The ten route planning tools below are compared against what a food fleet actually needs: time windows that match a restaurant's back door, load constraints that understand temperature, and a plan fast enough to leave your order desk taking orders later into the evening.
Route planning and optimization software is sold as one thing and is really four, and the words get used interchangeably. Descartes, which has sold routing software for four decades and is one of the entries below, draws the lines on its own site.
Route planning is the decision about which stops go on which truck and in what order. Descartes is careful to say it "may or may not include route optimization," since the planning process can be manual.
Route optimization is the algorithm. It takes the orders and searches combinations against real constraints, which Descartes lists as vehicle size and product suitability, driver skills, road restrictions, customer time windows, and goods restrictions "such as frozen storage or ensuring that certain commodities cannot travel together." Temperature is a routing constraint in the words of the category's largest vendor, not a nice-to-have.
Dispatch is the live layer: releasing the plan, inserting a late order, and triaging the stops about to miss their window.
Route execution is the loop afterward, comparing planned against actual and feeding real service times back into tomorrow's plan.
The distinction matters when you compare prices. Several cheaper tools here are planners with a driver app attached, and the gap shows up at four in the afternoon when something changes, a point we go into on estimated time of arrival accuracy.
Three rules make a food route different in kind from a parcel route, and none of them appears in a general routing comparison. Each one is a cold chain obligation that the plan either respects or breaks.
The receiving window is a compliance event, not a courtesy. Under the FDA's Sanitary Transportation rule, if a shipper, loader, receiver or carrier becomes aware of "a possible material failure of temperature control," the food "shall not be sold or otherwise distributed" until a qualified individual determines it is safe. A warm reefer arriving two hours late is not a service complaint. It is a potential disposal event that your customer is obliged to act on.
Pre-cooling is a scheduling problem. The same rule requires the loader to verify that each refrigerated compartment "has been properly pre-cooled, if necessary" before loading. A 4:30am departure and a reefer pull-down time are the same planning decision, and no routing tool models it for you.
The hours are capped by law, not by optimism. Federal hours-of-service rules allow 11 hours of driving inside a 14-hour window after 10 consecutive hours off duty, with a 30-minute break required once 8 cumulative hours of driving have passed. A plan that stacks stops past that is not ambitious, it is unworkable.
One exemption is worth knowing because almost nobody states it correctly. The Sanitary Transportation rule exempts operations with less than $500,000 in average annual revenue, but that figure is adjusted for inflation, and the FDA's own inflation-adjusted cut-off for the 2023 to 2025 period is $686,476.
Farms are exempt too, as is food "completely enclosed by a container" unless it needs temperature control for safety. That last clause is the real mechanism behind the common belief that shelf-stable goods sit outside the rule, and it changes how a distributor designs its own supply chain network.
| What food adds | Why routing software usually misses it | What to ask a vendor |
|---|---|---|
| Multi-temperature loads | Capacity is modeled as weight, volume or pallets | Can one vehicle carry frozen, chilled and dry with separate limits? |
| Receiving windows at the back door | Time windows exist but are treated as delivery preferences | Can a window be hard, so the optimizer refuses to violate it? |
| Pre-cool before load | Outside the plan entirely | Can departure be offset from the first stop by a fixed prep time? |
| Hours-of-service limits | Driver shifts modeled as working hours | Does it enforce 11 driving hours and the 30-minute break? |
| Order cut-off feeding tomorrow | The order book is assumed to already exist | How long does a full re-plan take once orders close? |
The last row is the one with money in it, and the section after the entries comes back to it.
All ten at a glance. Every one of them supports delivery time windows and every one has a driver app, so neither is a differentiator in 2026; the columns that separate the field are temperature handling and what the vendor actually bills for.
| Tool | Best for | Stops per route | Temperature handling | Driver app | Price (and what it bills for) |
|---|---|---|---|---|---|
| OptimoRoute | Matching cold orders to cold trucks | 700 orders (Lite), 1,000 (Pro) planned at once | Refrigerated-vehicle matching, no compartments | iOS and Android | $35.10 per driver/month (Lite, annual) |
| Routific | Small fleets with swings in volume | Not published, unlimited routes and drivers | Capacity only | iOS and Android, free | Free to 100 orders/month, then $150 flat to 1,000 |
| Route4Me | Fleets that live in a telematics system | Not published | None | iOS, Android and Zebra | Quote only, all three tiers |
| Onfleet | High-volume grocery and prepared meals | Configurable maximum tasks per route | Vehicle capacity only | iOS and Android | $619/month for 2,500 tasks, unlimited users |
| Spoke Dispatch | Courier-shaped delivery operations | Unlimited routes on every tier | None published | iOS and Android | $125/month for 1,000 stops |
| Track-POD | Choosing which unit you get billed on | Not published, monthly order caps by plan | Weight, volume and pallets | iOS and Android | $49 per driver/month (annual, minimum 3) |
| RouteManager by WorkWave | Appointment-based food and beverage delivery | Not published | Capacity only | Yes, with more driver tools on RouteManager360 | From $54/month per vehicle, minimum 4 |
| Descartes Route Planner | Multi-temperature loads at scale | Not published | Frozen, refrigerated and dry compartment constraints | Yes, with proof of delivery | Quote only |
| Upper | Knowing the stop limit before you buy | 250 / 500 / 1,500 / 1,500+ by tier | Vehicle profile and loading instructions | iOS and Android | $40 per user/month (Starter, annual) |
| eLogii | Mixed loads in the mid-market | Not published | Mixed ambient, chilled and frozen | Yes | Quote only, calculator estimates from $1,500/month |
Two rows carry temperature and eight do not, which is the fastest way to halve this list if you run reefers.
Overview: OptimoRoute plans deliveries and field work, and it is the cheapest entry here that genuinely understands refrigerated vehicles. Its own site names grocery and beverage among the industries that need it.
Key features:
Pricing: Lite is $35.10 per driver per month billed annually with up to 700 orders planned at once, and Pro is $44.10 annually or $49 monthly with 1,000. There is a 30-day trial, no contract and no setup fee.
Pros: Real refrigerated-vehicle matching at the lowest price here, pallet-aware capacity, cost-based driver assignment
Cons: Matches whole vehicles rather than compartments, and truck-legal routing, multi-day routes and mid-route depots sit on the Custom tier only
Why it earns a place here: It is the only sub-$50 entry that models cold at all, which makes it the obvious starting point for a small reefer fleet.
Final verdict: The best value in this list if your constraint is which truck, not which compartment.
Overview: Routific is the most approachable planner here and the one with the clearest food track record, naming Food Made Fresh and 4P Foods on its homepage. Its dispatcher tools are unusually good for the price.
Key features:
Pricing: Free up to 100 orders a month, then $150 flat to 1,000 orders, then per-order rates falling from 15 cents to 3 cents as volume rises. Routific states it moved off per-vehicle pricing in mid-2024, so any per-truck figure you find elsewhere is stale.
Pros: Genuinely free at low volume, strongest manual editing tools here, unlimited users on every tier
Cons: No temperature or compartment concept at all, SMS notifications cost extra and are discouraged in favor of email, and no truck-legal routing
Where it fits: Owner-operators through roughly twenty vans, especially businesses whose volume swings week to week.
Final verdict: Excellent at planning and editing routes, and silent on the one constraint a reefer fleet cares about.
Overview: Route4Me is positioned as a last-mile transport management system rather than a planner, and its distinguishing asset is integration breadth with the telematics platforms a fleet already runs.
Key features:
Pricing: Quote only. All three tiers on its pricing page show a contact button and no figure, so any per-user price you find in a directory contradicts the vendor's own page.
Pros: Deepest telematics integration here, rugged-device support, strong territory and multi-depot tools
Cons: No public price of any kind, no temperature concept, and commercial-vehicle routing is a paid add-on rather than part of the base product
Why buyers shortlist it: If your trucks already report into Geotab or Samsara, this is the entry most likely to use that data rather than duplicate it.
Final verdict: A credible platform you cannot budget for without a sales call.
Overview: Onfleet is built for high task volume and prices accordingly. It maintains dedicated pages for grocery, beverages and prepared meals, and shows Kroger on its pricing page.
Key features:
Pricing: Launch starts at $619 a month for 2,500 tasks, Scale at $1,349 for 5,000, and Enterprise at $3,099 for 10,000 or more. Users are unlimited on every tier.
Pros: Unlimited users, genuine API-driven automation, clear published tiers at volume
Cons: The highest entry price here by a wide margin, barcode scanning and advanced optimization both sit behind the $1,349 tier, and capacity is modeled without any temperature concept
Where it fits: Operations running thousands of drops a month, where per-task pricing works out cheaper than per-driver.
Final verdict: Strong at scale and poor value for a ten-truck fleet making a few hundred deliveries.
Overview: Spoke Dispatch is the product formerly sold as Circuit for Teams, renamed in October 2025. Its own hero describes it as last-mile management for modern couriers, and that shape shows throughout.
Key features:
Pricing: Starter is $125 a month for 1,000 stops, Premium $200 for 2,000 and Expert $1,000 for 12,000, with unlimited drivers on every tier. Extra stops cost 4 cents, 6 cents and 7 cents respectively.
Pros: Unlimited drivers and depots at every price, no time-window gating, low entry cost
Cons: No published weight, volume or temperature constraint anywhere in its plan matrix, a fivefold jump from Premium to Expert with nothing between, and support articles still split across both brand names
Its real quirk: The overage rate rises as you move up the tiers, so a fleet that regularly overshoots can be better off on a lower plan.
Final verdict: Good courier software and a poor match for a load that has to be kept cold.
Overview: Track-POD is the only entry that lets you choose how you are billed, publishing a per-driver model and a per-order model side by side. For a distributor the choice is worth real money.
Key features:
Pricing: Advanced is $49 per driver or vehicle per month billed annually with a three-driver minimum, rising to $69 for unlimited monthly orders. The per-order plans run $510 a month for 3,000 orders up to $1,170 for 9,000, with 12,000 and above quoted, and unlimited vehicles and drivers throughout.
Pros: The dual pricing model is unique here, pallet-aware capacity, very strong feature set for the price
Cons: No temperature or compartment constraint, a three-driver minimum rules out an owner-operator, and the Advanced tier caps orders at 6,000 a month
Where it beats the alternatives: A fleet with many trucks making few drops each takes the per-order plan; one with few trucks making many drops takes per-driver. Nobody else offers that choice.
Final verdict: The best price-to-capability ratio here for a mid-size fleet that does not need temperature modeling.
Overview: RouteManager publishes dedicated Food and Beverage and Catering pages and frames its food story around appointment scheduling rather than cold chain. Its product now lives on its own domain.
Key features:
Pricing: The only published figure is "as low as $54 per month per vehicle" with a four-vehicle minimum, and there is no tier table or feature-by-price matrix behind it.
Pros: Clear per-vehicle unit that compares directly against others, published food and catering positioning, named customer in Kane Brewing
Cons: Four-vehicle minimum, a single floor price with no breakdown between the two bundles, and no temperature capability published anywhere
Why it made this list: It is one of only four entries still billing per driver or vehicle, which makes budgeting against a fleet count straightforward.
Final verdict: A solid mid-market choice whose food pages are about scheduling appointments, not keeping product cold.
Overview: Descartes is the deepest food-native system here. Its foodservice page describes planning for "tight delivery windows, multi-temperature loads, and compartment constraints across frozen, refrigerated, and dry sections," and its stated goal is delivery "on time, in full, and at temperature."
Key features:
Pricing: Quote only. No figure is published anywhere on its site and every path leads to a demo.
Pros: Genuine multi-temperature planning, owns the hours-of-service and ELD layer instead of integrating someone else's, named foodservice customers including US Foods and Edward Don
Cons: No published price, no trial and no self-serve signup, and the implementation weight is real, with machine-learned service times and strategic planning that a ten-truck operation will never configure
Why it leads on capability: No other entry describes constraints at compartment level, which is what a broadline delivery on one truck actually needs.
Final verdict: The right answer above roughly fifty trucks and out of range below twenty-five.
Overview: Upper, previously sold as Upper Route Planner, publishes the clearest capability limits in this comparison. You can see the stop ceiling for every tier before you talk to anyone.
Key features:
Pricing: Starter is $40 per user per month billed yearly, Professional $48 and Optimize $71, with monthly rates of $50, $60 and $89. Enterprise is quoted.
Pros: The most transparent limits in this list, low entry price, genuinely useful loading instructions
Cons: Time windows start at the second tier and Starter caps photo proof at three images, so the headline $40 is thin for delivery work, the API sits behind the third tier, and there is no temperature constraint
Why buyers shortlist it: Published stop caps mean you can size the plan against your route density before a sales call, which nobody else here allows.
Final verdict: Good value from the Professional tier up, and a solo-driver specification at Starter.
Overview: eLogii fills the gap between the per-driver tools and Descartes, and it is the only other entry stating mixed-temperature load planning in plain words: "mixed ambient, chilled, and frozen loads planned to fill every vehicle."
Key features:
Pricing: Quote only. Its pricing page is a calculator rather than a rate card, and the "from $1,500 a month" it returns is an estimate generated from slider inputs at around fifty field staff, not a published price.
Pros: Mixed-temperature planning at mid-market scale, named food customers including JJ Food Service and Misfits Market, explicit positioning against ERP, WMS, TMS and telematics
Cons: No rate card, a largely UK and European customer list, and a pricing calculator keyed to headcount rather than vehicles
Where it fits: Twenty to fifty trucks carrying mixed loads, where Descartes is too heavy and the per-driver tools cannot model the product.
Final verdict: The most interesting entry in the middle of this market, and you will not learn the price without asking.
Every figure above came off the vendor's own pricing or product page on October 5, 2026. Nothing was taken from a directory, because a directory tells you a vendor exists and not what it charges.
Three checks shaped the list:
That last check mattered more than expected. Circuit for Teams became Spoke Dispatch in October 2025, confirmed by a redirect from its old address and by Spoke's own announcement post, and Upper Route Planner now trades as Upper. Both still appear under their old names in most comparisons.
Comparing prices here is harder than it looks, because the vendors are not selling the same unit. Five different billing units appear across the ten products.
| Billing unit | Who uses it | What it suits |
|---|---|---|
| Per driver or vehicle | OptimoRoute, Track-POD, RouteManager, Upper | Few trucks making many drops |
| Per order | Routific, Track-POD's second model | Volume that swings seasonally |
| Per stop | Spoke Dispatch | Predictable, countable route density |
| Per task | Onfleet | High-volume operations with unlimited users |
| Quote only | Route4Me, Descartes, eLogii | Anything where the answer is "it depends" |
A twelve-truck fleet making twenty-five drops a day pays wildly different amounts depending only on which unit the vendor picked, and nothing about that choice reflects the value you get. Only Track-POD hands that decision back to the buyer.
Set the subscription against the operating number it is supposed to move. The American Transportation Research Institute put the industry-average cost of operating a truck at $2.336 per mile in 2025, the highest in its report's history, and recorded truckload and refrigerated carriers running below 1.0% operating margin.
A 10% cut in planned miles on a fleet running 400,000 miles a year is 40,000 miles, or roughly $93,000 at that cost per mile, which is the arithmetic that should decide this purchase. The same logic drives how a distribution model is designed in the first place.
Fleet size changes what actually constrains you, and the software marketing rarely says so.
| Your fleet | What constrains you | Where to look |
|---|---|---|
| 1 to 5 vehicles | Price, and getting routes out without a planner on staff | Routific, Upper Professional, OptimoRoute Lite |
| 5 to 25 vehicles | Time windows, capacity, and keeping the plan current when orders change | OptimoRoute, Track-POD, RouteManager |
| 25 to 50 vehicles | Mixed loads, multiple depots, and planning speed against the cut-off | eLogii, Route4Me, Track-POD per-order |
| 50+ or multi-depot | Compartments, compliance, and strategic route design | Descartes |
The crossover sits around twenty-five trucks. Below it, the per-driver tools do everything you need and the enterprise platforms are unaffordable overhead. Above it, the stop caps and the absent temperature constraints start costing more than the licenses save, a pattern that also shows up in how warehouse operations scale.
Tomorrow's route is built from tonight's order file, and no routing system can plan an order it has not received. This is the part of the problem that sits upstream of everything above.
Descartes makes the mechanism explicit on its own site: shortening planning time lengthens the order acceptance window. It gives the example of planning dropping from three hours to fifteen minutes, which hands customers an extra two hours and forty-five minutes to get their orders in. That is a commercial advantage your accounts can feel, and it depends on the order book closing cleanly rather than trailing in by voicemail until someone types it up.
VoiceOrder Solutions works on that side of the line and does no routing at all. It does not track vehicles, plan stops or calculate ETAs.
What it does is give a distributor's accounts an ordering app built on their own order guide, so orders arrive digitized, numbered and timestamped, and orders placed after the desk closes are captured and queued rather than left as messages. None of that plans a stop. It means the file the planner opens at cut-off is already complete.
For a DSD distributor the practical effect is that the file feeding the optimizer is complete and structured at cut-off, instead of being assembled by hand while the planner waits.
Start with the load rather than the fleet. If your trucks carry frozen, chilled and dry at the same time, two of these ten can plan that and eight cannot, and no amount of price advantage changes the arithmetic. If your product is ambient or single-temperature, the field opens up and the decision becomes ordinary: stop caps, time windows, and what the vendor bills for.
Check the billing unit against your own shape before comparing headline prices, because the cheapest product for a fleet with four trucks and 600 drops is rarely the cheapest for one with twenty trucks and 300.
And give the order desk the same attention as the route. Planning software is bought to save miles, but the earlier win is usually a cut-off you can hold without chasing anyone, which is where order tracking and clean intake pay for themselves.
Book a VoiceOrder Solutions demo
There is no single answer, because these route planning tools solve different problems. For a small fleet needing low cost and good manual editing, Routific and Upper lead. For a mid-size fleet needing refrigerated-vehicle matching, OptimoRoute is the cheapest capable option. For multi-temperature loads at scale, Descartes is the only system in this comparison that plans compartments.
Only in the narrowest sense. Google Maps will sequence a handful of stops you enter by hand, with no time windows, no vehicle capacity, no driver hours, no proof of delivery and no way to re-plan when an order changes. It also has no concept of which truck is refrigerated. For anything past about ten stops a day it stops being a planning tool and becomes a navigation one.
Published entry prices in this comparison run from free, on Routific up to 100 orders a month, to $619 a month on Onfleet. Per-driver rates cluster between $35 and $54. Three vendors publish nothing at all, which is ordinary for software sold with implementation attached. Compare the billing unit before the headline figure.
Most of it does not. Eight of the ten systems here model capacity as weight, volume or pallets with no temperature concept. OptimoRoute matches an order needing a refrigerated vehicle to one, which is useful but is not the same thing. Only Descartes and eLogii describe planning a single vehicle carrying frozen, chilled and ambient product together.
Planning is the decision made the evening or morning before: which truck takes which stops, in what sequence. Dispatch is everything after the plan goes live, from releasing routes to drivers to squeezing in a late order and triaging whichever stop is about to blow its window.
Several lower-priced tools here plan well and dispatch thinly, and you discover which is which on a bad Tuesday rather than in a demo. Both sit downstream of the order management workflow that decides what there is to plan.
