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Operator
Hello, and welcome to the Hub Group Fourth Quarter 2021 Earnings Conference Call. Dave Yeager, Hub's CEO; Phil Yeager, Hub's President and Chief Operating Officer; and Geoff DeMartino, Hub's CFO, are joining me on the call. (Operator Instructions)
Any forward-looking statements made during the course of the call or contained in the release represent the company's best good faith judgment as to what may happen in the future. Statements that are forward-looking can be identified by the use of words such as believe, expect, anticipate and project and variations of these words.
Please review the cautionary statements in the release. In addition, you should refer to the disclosures in the company's Form 10-K and other SEC filings regarding factors that could cause actual results to differ materially from these projected in these forward-looking statements.
As a reminder, this conference is being recorded. It is now my pleasure to call -- to turn the call over to your host, Dave Yeager. You may now begin.
David P. Yeager - Chairman & CEO
Good afternoon, and thank you for participating in Hub Group's fourth quarter earnings call. Joining me today are Phil Yeager, Hub's President and Chief Operating Officer; and Geoff DeMartino, Hub's Chief Financial Officer.
50 years ago, my parents founded Hub Group. On this, the 50th anniversary, we're reporting record revenue and net income for the fourth quarter and for the full year. Strong freight demand, coupled with the attractive value proposition of our services, has led to a record $4.2 billion in revenue and EPS of $2.48 for the quarter and $5.06 for the full year.
We remain focused on providing value-added services by integrating our business with the needs of our customers. We will continue to diversify our non-asset-based services while focusing our capital investments on technology and growth in the Intermodal business. From a macro perspective, we expect positive economic conditions will continue to benefit our customers. We are very fortunate to work with customers who have been winners in today's economy.
The macro outlook remains favorable with 4% GDP, strong retail sales, a declining unemployment rate and strength in imports. In addition, retail inventory to sales continues to be at historically low levels and our customers continue to tell us that their shelves need to be restocked.
On the supply side, the outlook for truckload capacity continues to be constrained due to a shortage of drivers, backlog of imports, issues with truck production, rising insurance expenses and driver regulatory changes. We believe that 2022 will be similar to 2021 and as much as our prices will increase faster than our cost as the economy continues to experience inflationary pressure.
With that, I'll turn the call over to Phil to review our business lines.
Phillip D. Yeager - President & COO
Thank you, Dave. I wanted to start by thanking all of our team members across North America for all their hard work and commitment to our customers, which resulted in record financial performance and several awards for our service and sustainability efforts this year.
I'll now discuss our service line performance for the quarter. Intermodal revenue increased 25% in the quarter despite a 9% volume decline after 11% growth last year. Transcon volume was flat, while local West declined 10% and local East declined 14%.
Gross margin as a percentage of sales improved 960 basis points year-over-year, driven by improved yield management and network balance, which more than offset rising transportation costs. Network fluidity declined in the quarter, both sequentially and year-over-year as rail transit and street dwell remain elevated.
We are continuing to focus on improving our productivity while collaborating with our customers and rail partners to increase utilization of our latent capacity. Looking ahead, we anticipate a return to stronger service as investments from Hub Group, our rail partners and customers, drive greater throughput in our network.
Demand remains strong, and we plan to invest to support our customers by expanding our Intermodal fleet by 6,550 units this year while continuing to grow our driver fleet. Dedicated revenue declined 8% in the quarter despite improvement in revenue per truck per day and reduced third-party usage, which led to a 30 basis point improvement in gross margin as a percentage of sales year-over-year.
We have improved our service offering and operational discipline and have a great pipeline of strong return opportunities in onboardings, which we believe will lead to growth this year. Logistics revenue increased 13% year-over-year in the fourth quarter, driven by strength in final mile and consolidation, which was offset by lost accounts from the prior year in our managed transportation offering.
Gross margin as a percentage of sales increased 390 basis points year-over-year as new business onboardings and yield management improvements in managed transportation and final mile offset warehousing and transportation cost increases and consolidation. We continue to have extremely strong demand for our services given the dislocations in the global supply chain and anticipate continued growth this year.
Brokerage revenue increased 112% year-over-year and 48% higher volume due to the acquisition of Choptank as well as organic growth in our full truckload and LTL solutions. Gross margin as a percentage of sales declined 290 basis points year-over-year as we executed higher revenue per unit spot shipments, which comprised 51% of our volume in the quarter.
The acquisition of Choptank has exceeded our expectations. We are winning with our customers and on track with our integration plan. We're off to another strong start this year and see ample opportunity to leverage our expanded network, strengthen systems and sales force to drive growth through cross-selling.
With that, I will hand it over to Geoff to discuss our financial performance.
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Thank you, Phil. Q4 featured all-time record revenue and profitability levels throughout the quarter and the full year. Revenue grew 32% in the quarter and 21% for the year. Our yield management and cost recovery efforts led to record gross margin of 16.9% for the quarter and 14.2% for the year.
Gross margin performance and our focus on operating efficiency led to operating income of $118 million for the quarter or 9.3% of revenue. For the full year, our operating income was a record $238 million or 5.6% of revenue.
Salaries and benefits increased from last year due to our recent acquisitions as well as higher incentive compensation expense. G&A declined compared to last year due to $10 million of gain on sale from the transportation equipment, offset by higher expenses related to the acquisition.
Our diluted earnings per share for the quarter was $2.48, which is nearly 4x the prior year, highlighting the substantial operating leverage in our business. We generated $152 million of EBITDA in the quarter and $359 million for the full year. With cash of $160 million and net leverage of 0.3x EBITDA, we continue to have substantial flexibility to invest in our business through capital expenditures and additional strategic acquisitions.
We have a bullish outlook for 2022 with continued demand from our customers, driven by strong macro trends, growth in consumer spending and low inventory levels. We expect supply chain conditions will continue to be constrained and that our yield management and operational efficiencies will lead to further growth in earnings.
For 2022, we are expecting EPS of between $5.90 to $6.30. We expect to grow revenue to approximately $5 billion, putting us well on our way to achieve our goal of $5.5 billion to $6.5 billion of revenue by 2025. We expect Intermodal volumes will return to growth in 2022, supported by our container deliveries and improving rail service. We forecast gross margin as a percent of revenue of 13.9% to 14.3% for the year as rate increases, surcharges and accessorial revenues offset higher costs for rail transportation, third-party drayage and driver wages.
For the year, we expect costs and expenses of $425 million to $445 million. We expect our earnings will be roughly similar for each of the quarters of 2022 as seasonal strength in yields in the back half is offset by rising transportation costs as the year progressed.
Our capital expenditure forecast is $240 million to $270 million. We have ordered 6,550 containers for 2022, which will result in net growth of 6,000 or 14% after retirements of older units. This comes on top of 8% growth in 2021.
We also intend to take delivery of over 750 tractors, the majority of which are replacements for older models that have an attractive ROI with lower maintenance costs and improved fuel efficiency. We will also be finishing up a significant expansion of our headquarters campus in 2022, another example of the investments we are making for our future.
In 2021, we introduced our long-term revenue and margin targets. Our recent acquisitions of Choptank, NSD and CaseStack and the significant investments in our fleet are illustrative of the types of strategic investments we will make in our business, adding scale while also introducing new service offerings with strong cross-sell potential. Dave, back to you for closing remarks.
David P. Yeager - Chairman & CEO
Thank you, Geoff. Needless to say, 2021 was a strong growth year for Hub. We believe 2022 has the same opportunity as we continue to expand our service offerings while investing in our core business, bringing significant value to our clients. And with that, we'll open up the line for any questions.
Operator
(Operator Instructions) and our first question comes from Justin Long with Stephens.
Justin Trennon Long - MD
Congrats on the results. I'm still in a little bit of shock after seeing this. But maybe to kind of start with that point. If I think back to when you gave guidance in October versus these results today that came in roughly $1 above what you were expecting and the street was expecting, can you just help us bridge the gap into where the upside primarily came from? And I guess more importantly, can you talk about those drivers? And what you feel like is sustainable going into 2022 versus anything that is maybe more transient or onetime?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure, Justin. This is Geoff. Thank you for your comments there. Yes, Q4 did exceed our expectations. We saw strength in a couple of areas across our business, certainly, Intermodal. The impact of surcharges around the holidays, the impact of our yield management actions really did lead to higher than we had anticipated when it came to the gross margin generated by Intermodal.
In addition, we did bring in Choptank in the fourth quarter. Choptank's performance did exceed our expectations as well. And our Logistics business has done a really good job of bringing up yield. The top line results have not been where we want them to be yet. We do expect that to improve next year, but they've really done a great job of managing the gross margin side of the business there.
Below the line, we did outperform our expectations really based on strength in gain on sale. So we were able to sell more units than we had anticipated at significantly higher gains per unit. So that really led to the outperformance in Q4.
Going into next year, we do expect conditions will continue to remain like this in terms of freight demand, constrained supply chain conditions. We anticipate we'll be able to build on our price going into next year. We do have cost increases coming significantly on the rail side, on the third-party drayage side.
We expect we'll continue to be competitive on the driver wage part of our business and have increasing costs there during 2022. And then below the line, we do expect to have our typical merit increases that will come into effect here in February as well as we do expect the used truck market will have some softening at some point in the year. So we're not anticipating quite as strong performance next year on gain on sale.
Justin Trennon Long - MD
Okay. That's helpful rundown. And maybe as my follow-up, any way we could get a little bit more color on the Intermodal expectations that are getting baked into the 2022 guidance? I know you said volume shouldn't grow, but could you give us some kind of order of magnitude on the growth you're expecting for Intermodal volumes, maybe Intermodal price and the trend in accessorials?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. We are expecting a return to growth next year on the Intermodal volume side low to mid-single digits, really driven by the container deliveries, a lot of which we got in, in Q4. And then we're starting to take deliveries right away in Q2 here in 2022. So that will help with our volume.
We expect rail service will continue to improve. That will help create some capacity in our network to be able to handle that volume that we think will be there. And on the price side, we're expecting for the full year we'll realize mid-single-digit price, will start off stronger in the first part of the year and then the year-over-year increases, will come down into the low-single-digits by the time we get towards the end of the year.
Operator
And next question comes from Scott Group from Wolfe Research.
Scott H. Group - MD & Senior Analyst
So you said at the beginning that you think pricing outpaced costs. But when I looked, the guidance is for gross margins to be flattish year-over-year. Maybe help us understand those 2 comments. And maybe just along those lines, if you have thoughts on first half versus second half gross margins in the guidance.
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. So we do expect the margins will be roughly flat. We are going to cover our cost increases with price. But we do expect the transportation cost, we mentioned earlier, are going to be increasing year-over-year. That will be -- some of that will be more back half weighted as the year goes on. So we -- Scott, you typically would see surcharge and seasonal strength in the back half of the year. We do expect that, but we expect that will be kind of offset by some of those transportation costs that rise throughout the course of the year.
Scott H. Group - MD & Senior Analyst
So -- I'm just -- what do you think that roughly means for first half versus second half gross margin?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Gross margin, first half -- I think it's going to be pretty consistent throughout the course of the year.
Scott H. Group - MD & Senior Analyst
Okay. And then on the volume guidance, low to mid-single-digit, I think if we're thinking about this right, the container count is going to be up over 10% and sounds like you're assuming some improvement in service and then maybe some reduction in accessorials in planning improved fluidity. Why isn't the volume better?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Well, the containers come in throughout the course of the year. So on a full year basis, we're expecting kind of that low to mid-single.
Scott H. Group - MD & Senior Analyst
Okay. And then just last thing, maybe just what the latest you're seeing at the ports? If you're seeing any improvement? And then your thoughts on the market share shifts coming to UP this year, next year? And what that means for you guys?
David P. Yeager - Chairman & CEO
Okay. This is Dave. As far as some of the new entrants that are coming on to the Union Pacific, we've been competing with them for many, many years. And so we really don't foresee a significant competitive change. I'd point out that the Hub is the largest Intermodal partner on the UP.
In fact, we're twice the size of Schneider Intermodal and 5x the size of Knight Intermodal. And we also have 40% more drivers that we have allocated towards Intermodal than either of our competitors. We have a great relationship with the UP. And I think on a very positive note is that we have a long-term contract which features benefits that come with that kind of scale.
I would suggest to you, it's also on the positive side, the UP is gearing up for the additional business by investing $600 million of capital in 2022, targeting specifically chassis as well as terminals. So bottom line is we view these commercials to be basically up, a net neutral for Hub and not a major competitive change.
Phillip D. Yeager - President & COO
Yes. And this is Phil. Only other thing I'd highlight is, obviously, with one of the other providers coming on to UP being aligned with the Norfolk Southern, that will give us maybe a little bit more density than the 2 other asset-based providers that are aligned with UP and CSX. So we think with NS, we have a better reach, more density and we'll have more interline options that will provide a good service.
On the port side of your question, I think we are seeing a rapid improvement in congestion there. Demand for international remains very strong, and we're seeing that in the import of our own containers.
So if we even see some improvement over the next few months, in Q2, Q3, you're already back in peak season again. So at this point, we don't see a massive improvement of port congestion this year, and that should continue to provide opportunities for us to grow well into 2023.
Operator
And your next question comes from Todd Fowler from KeyBanc.
Todd Clark Fowler - MD & Equity Research Analyst
So I wanted to ask kind of your views on rail service. And I guess on the context of how important -- I understand from the volume guidance and kind of the expectations that you're embedding improvement in rail service. But when I look at the fourth quarter and I think about kind of the results that you're able to put up, is the message that if rail service doesn't improve materially, you can still kind of get to a similar answer and it's just a movement between volume and price?
And I guess, how important do you view your rail service in the context of your guidance? I understand it's important from a service perspective, but just from an outlook standpoint, how are you thinking about that?
Phillip D. Yeager - President & COO
Yes, you're absolutely right, Todd. We do want to see improved service. Long term, that's the right thing. That's going to allow us to convert more business from over the road. I think as our customers get their inventories in better order, they're going to look to expedite fewer shipments, want to convert more to Intermodal.
So having capacity and a better service product and a more consistent ones that's available is really going to help. We have seen, at least at this point, a slight deterioration from Q4 to Q1. I think that's winter weather driven as well as we just haven't seen the investments really take hold. We're hoping as weather really starts to subside that we can see that improvement. I think the other piece for us is we've actually seen an improvement year-over-year in our end service product to our customers. So we're really excited about that. So even in disruptive times, we're able to improve our service product. So really pleased with that.
I think with the question around margins and does that deteriorate if service improves? I don't see that at this time given the demand that is out there, given the constraints in the driver market. And really with accessorial revenue potentially subsiding at this point, we'd much rather be moving that volume. The opportunity cost is much higher. And so we think that will be a good formula for us going forward.
Todd Clark Fowler - MD & Equity Research Analyst
Yes. No, Phil. That makes a lot of sense. And really, it was more in the context of -- it seems like that the business -- the guidance isn't so much dependent on the improvement in rail service, and we certainly understand that the service component of it. So that's helpful.
I guess just for my follow-up. How do we think about the 2020 guidance in the context of the 2025 guidance? And I know that 2025 wasn't supposed to be a straight shot. But when I look at the high end of your revenue guidance for '22 and the low end of your guidance for '25, I mean you're pretty close. Would your expectation be that things level off post '22? Or is it something that you feel more confident in achieving the '25 targets maybe on the earlier side?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
No. I mean we did give a range. So I think the guide is going to get a big chunk of the way there. I mean part of the way we're getting there is both organic, but also through the benefits of the acquisition of Choptank which I think we're going to continue to do. So if we can continue to make acquisitions like that, we would anticipate being towards the higher end of the range by 2025.
Operator
And our next question comes from Elliot Alper from Cowen.
Elliot Andrew Alper - Associate
So on the brokerage side of the business, last quarter, you discussed some of the cross-selling opportunities for Choptank. Can you discuss some of those wins in the quarter and kind of whether most of that low-hanging fruit has materialized and kind of how we should think about the brokerage margins in '22?
Phillip D. Yeager - President & COO
Sure. Yes. This is Phil. We are really excited about the Choptank acquisition. It's been a great cultural fit thus far. They have a great team. We moved with a lot of speed with that group in particular. And so that's been phenomenal. We've actually seen 3 record months from the Choptank organization right out of the gate, which is phenomenal, and we want to continue to see that. We're ahead of schedule on our cross-sell targets, but to me, we've only really scratched the surface of that.
I think the only other interesting thing I'd share with you is that sometimes during an acquisition, you get a little nervous around shared customers, right, and how that will play. We've actually seen a real positive come out of that where we have a joint relationship with those customers.
We're actually able to create even more value, not actually deteriorate the existing relationship. And so I'd say, all in all, we're really excited about the progress we're making, and I think there's a huge opportunity that we're really just getting started on. So it's been exciting.
I think the only other piece I'd share is the refrigerated market continues to have a significant amount of demand. And we're actually going to be investing in 550 incremental refrigerated containers this year to help support our selling into that market, supporting existing Choptank customers but also our existing Hub customers building that real refrigerated product offering. So feeling very good about that as well.
Elliot Andrew Alper - Associate
Okay. And should we think about that margin structure of the brokerage business staying relatively the same this year?
Phillip D. Yeager - President & COO
I think you'll see -- Choptank typically has had a lower gross margin percentage, mainly because of moving higher revenue per unit spot shipments that have that lower gross margin percentage. So you might see that come down, I think, but we will be consistently focused on getting that higher throughout the year. I think our existing brokerage between LTL and truckload, you'll see that remain relatively similar, depending on what the spot market does throughout the year. But our forecast is at least coming out of the gate, we'll continue to see a similar sort of trajectory.
Operator
And your next question comes from Bascome Majors with Susquehanna Financial.
Bascome Majors - Research Analyst
Into what were strong fundamental years before, you certainly saw some conservatism in the initial outlook. And I guess that argument could be made on the back of what you just did for 4Q and the idea that not a lot of market conditions are changing near term. Can you talk about sort of the puts and takes? Where might there be some conservatism? Where might people risk getting ahead of themselves when we think about projecting out the next 4 quarters for your business mix?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. Yes, happy to do that. Our forecast, and we did give a range, is meant to encompass kind of the current market conditions with some cost and input cost inflation. Additional strength areas could come in areas like stronger surcharge revenue in the back half of the year. We certainly are aiming to grow Intermodal volumes at a higher rate than mid-single digit.
If there's continued tightness in the truckload market, that's going to obviously benefit our pricing. Rail service is another area of potential upside, which would facilitate more truck to Intermodal conversions.
And then there could be additional strength in the truck -- in the used truck market, which would result in more gains on sale for us. And then, of course, we're on the lookout for additional strategic acquisitions that could be another source of upside.
On the downside would be any weakness in consumer spending. If consumers shift their spending back to services -- there is a pretty big backlog of inventory that needs to be rebuilt. So that we think will be a tailwind for a while. But if there's a sustained shift back to service, that could be a negative. If there's a return of oversupply in the truckload market, that would have a way on price. And then just additional driver turnover, if we can't bring that down into 2022, that could go the other way. Those would be the big pluses and minuses to the guidance.
Bascome Majors - Research Analyst
Do you expect anything fairly abnormal for seasonality this year?
Phillip D. Yeager - President & COO
Coming out of the gate to start the year, we're seeing very strong demand. We don't foresee a change at this point from conversations with our customers and what we're seeing in the data. So feeling like market conditions will continue and which gives us confidence in the guidance.
Operator
And our next question comes from Tom Wadewitz from UBS.
Thomas Richard Wadewitz - MD and Senior Analyst
Yes. And congratulations on the really strong results. I wanted to see if you could offer some thoughts on just the M&A backdrop. I mean obviously, you've got a lot of momentum and firepower with the ability to go and do more deals. Do you -- should we expect you to do something in 2022?
You think that's likely? And then also just you bought a really high-quality brokerage company, a lot of momentum there. Where would you -- where is the next place to look in terms of what might be a place you want to add in terms of businesses?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. Yes, we definitely expect to be active on the M&A front. We've got a very solid pipeline. We've got engagement from a lot of our business unit leaders. We've had really good success when we are out just knocking on the doors of companies that we think set our profile, and we spend a lot of time upfront getting to know the management team and the ownership, and I think that's what really has led to the successes we've had recently with Choptank and with NSD.
The commercial synergies that we're penciling out in diligence, we're finding those are coming to fruition. We've got a great customer base with our existing business, and they're willing to give us opportunities to sell new services to them. And so that will really inform our strategy going forward.
Choptank was a great example of both adding scale to an existing business as well as adding a new capability. So we've scaled up in brokerage, and we now have a very, very solid refrigerated transportation platform to build off of. Areas for targeting for future acquisition, really going to be non-asset-based logistics providers.
We have a great footprint with nonstop in the final mile space, really around the big and bulky as an example. But what we don't really have today is the ability to do appliance deliveries and installations. That would be an area of interest to us. Things like e-commerce fulfillment with our customer base being retail and CPG, we think there's a lot of opportunity there. That's another example of an area that we'll target for growth.
Thomas Richard Wadewitz - MD and Senior Analyst
Okay. Yes. Great. I wanted to ask you one on the volume side as well. I guess can you give a little more perspective on the timing of the container adds? And then maybe just what should we really pay attention to in terms of the constraints that if they get better, you can do upside on the volumes and are kind of important inputs? Is it your own drayage capacity? Is it rail terminal operation? What are kind of some of the key factors that feed into the Intermodal volume output?
Phillip D. Yeager - President & COO
Sure. So we've really received all of our 2021 orders at this point. We only had less than 5% kind of bleed into the first part of the year. We'll have the remainder of -- or the 2022 order really coming in throughout the year, leading up and into peak season. Probably, the last deliveries come in November. But it will be a pretty even sort of trajectory and cadence throughout the year.
I think if -- that obviously is going to be a nice tailwind, assuming we don't see any drops in service or turn times or any new COVID variants or anything like that, that creates staffing shortages. So we would anticipate throughout the year, you're going to see a better percentage growth.
We did start with January down 6%, but we were up 3% on our volume sequentially. So we think that's a nice trajectory if we see that continue as we start to overlap the shutdown Union Pacific had during February of last year. We could see momentum start to carry out of the first quarter for growth and into the remainder of the year.
Thomas Richard Wadewitz - MD and Senior Analyst
So on a monthly basis, maybe March, easy comp, you could actually potentially be up in March, something like that?
Phillip D. Yeager - President & COO
Yes, I agree. Yes. And then if service continues to improve like we think it will, as Norfolk Southern and UP start to get staffing up and more chassis online and our customers become more fluid, and we do as well, we think we're going to see upside to that. So that growth trajectory, that volume percentage growth trajectory should be moving progressively upwards throughout the year.
Operator
The next question comes from Allison Poliniak from Wells Fargo.
Allison Ann Marie Poliniak-Cusic - Director & Senior Equity Analyst
Just want to ask about Choptank. It sounds like it's growing better than you anticipated. Is there a way within the context of your revenue guidance in terms of what the contribution from core versus the acquisitive growth would be for '22? Any color there?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. I can speak to that. So at the midpoint, we're looking at about 19% growth in total. We would be at about 10% organically.
Allison Ann Marie Poliniak-Cusic - Director & Senior Equity Analyst
Got it. And then just going back to the question on M&A, it sounds like a pretty active pipeline. Could you maybe talk your comfort level with leverage? It certainly seems like you have a lot of capacity today, but kind of where your comfort level would be within that leverage range just given the active pipeline?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. Yes. We're at about 0.3x net leverage on an EBITDA basis today, which we think gives us a lot of flexibility to pursue investments both in capital expenditures, in the containers and tractors, but also to give us the capacity to do acquisitions. We're comfortable going up kind of north of 2x, maybe 2.5x EBITDA for the right deal. But we'd like to maintain a leverage closer to 1x EBITDA over time.
Operator
And our next question comes from Jon Chappell from Evercore ISI.
Jonathan B. Chappell - Senior MD
Phil, there's been a lot of focus in the industry on logistics and the growth across -- the entire industry has been pretty remarkable in the last couple of quarters. Your revenue was maybe a little bit lighter than expectations, but your gross margin on the logistics side up 390 basis points was huge. Are you trying to be a bit more disciplined with the onboarding of customers onto your platform to focus a little bit more margin as opposed to just going to top line as fast as you can?
Phillip D. Yeager - President & COO
No, that's exactly right. I think we -- when we look at our Logistics segment, we have scale in the LTL and truckload space. So we get to be selective due to our purchasing power that exists today, and we want to find customers that fit our profile that want to be with us for the long term. And then we can generate a strong return for the investment that we're making as well. So yes, we've been much more disciplined in our approach.
And I think that has allowed us to bring on the right business that we hope will be much stickier longer term. Sometimes you see with some of those really high revenue, low profit sorts of engagements that can be somewhat volatile. And so we have been much more selective there. And I think it's proving out to be beneficial for us.
Jonathan B. Chappell - Senior MD
Okay. Great. And then just for my follow-up, I don't want to just keep harping on the short-term here. But you're one of the last to report this quarter, and we've heard about stick-outs by employees and at shippers as well, labor shortages, terrible weather, the volume obviously has been showing up in the rail data.
And yet, I think it was pretty interesting that, Geoff said, like the gross margin and the EPS to be pretty ratable on a quarterly basis throughout the year. Should we just think about, as the big needle mover, Intermodal pricing will continue to kind of be what it was like in the second half of the year, those huge kind of 26% to 37% increases, and that kind of offsets a lot of these macro headwinds that you're facing in the early part and the back half of the year, it's kind of really a more "normalized" operational backdrop?
Phillip D. Yeager - President & COO
Sure. Yes. I think that's right. Yes. We will see -- we are seeing a strong start to bid season. And just to give you a cadence around it, 44% of our business in Intermodal is going to be repriced in Q1, 34% in Q2 and then 19% in Q3. So that -- Q2 is actually a little heavier than is typical in years past. And so given where pricing is currently, and we forecast it's going to continue to be in the second quarter, that could be a little bit of upside for us. But there's a benefit to customers and that they want to lock in capacity right now, right? And so -- and us making these investments is going to allow us really to do that.
So I would anticipate to see a little bit more of a normalized peak season next year. But -- we also thought that, that was going to occur this year. So if these issues and challenges and supply chain issues persist, you could continue to see these conditions well throughout the year.
Operator
And your next question comes from Brian Ossenbeck from JPMorgan.
Brian Patrick Ossenbeck - Senior Equity Analyst
Maybe just a follow-up on the pricing commentary. It sounds like shippers are obviously pulling forward some of the contracts a little bit trying to lock in capacity. Is there anything else that you would say is sort of different this time?
Obviously, quite a few things are different, but at least from a contractual perspective, longer-term agreements, different forms of pricing, how do you think that this whole experience over the last couple of years will change or has changed? How some of these transactions get done, especially on the Intermodal side?
Phillip D. Yeager - President & COO
No, I think that's exactly right. We're seeing a lot of customers be very interested in moving to more of a multiyear framework with floors and ceilings related to publicly available data. And those are contracts that we're comfortable with, with the right customers. And we will continue to pursue those, especially with business that we define as baseload or that's network beneficial. And so might not be that we'll lock in an entire network with the customer, but we might say, okay, half the business is really good business for us that we feel comfortable with locking in these prices for a multiyear period. So we are taking that approach. And for customer -- for a lot of customers, they're very interested in it as well.
The other thing that we're seeing right now is a consolidation of providers, whether it's in brokerage or Intermodal. And so for the providers, we think like ourselves with our strategic customers that we've really stepped up for, we're going to see some benefits coming out of that and opportunities to continue to grow with our strategic accounts through that process.
Brian Patrick Ossenbeck - Senior Equity Analyst
Okay. Great. Maybe just one quick follow-up on that. And the second one is that ESG part of the conversation at this point, at least in a more material way than it's been in the past.
Phillip D. Yeager - President & COO
Certainly. Yes, I think every supply chain team at a large Fortune 500 company life, which is our customer base, is thinking about how can they contribute to the sustainability efforts of their company, and we provide them with a lot of data around carbon emission savings and what business could potentially convert to Intermodal. And that is going to continue to be, we think, a story for several years to come.
We need to continue to get our service to the right level to fully take advantage of that. I think the other piece that is going to continue to play into conversion to Intermodal is fuel prices as well. So if you see that continue to move upward, that could be another good tailwind that comes into conversion to Intermodal as well. So all those factors, we think, are going to continue to drive a nice conversion opportunity for the next year, and we think beyond.
Brian Patrick Ossenbeck - Senior Equity Analyst
And then can you just talk briefly about the IT spend within that $40 million total, including the headquarters? What are you focused on there? Is it still transitioning over to Oracle? Anything integration-wise on Choptank. Maybe some of the bigger projects you're working on would be helpful.
Phillip D. Yeager - President & COO
Yes. So for us, and you know this, we've really gone to by commodity, but built for differentiation approach, differentiating for our customers, for our vendors, for our team members. We've really been focused on utilizing our satellite tracking to provide end-to-end visibility.
We've done a great job of automating workflow, giving better intelligence to our teams and our drivers so they can be optimal in their workflow. I think one great initiative that I've seen really benefit us over the last year was within our brokerage. We built a customized workflow management tool, and we've seen an 18% improvement in productivity on a volume basis within that team over the past year. So a really impressive result, we think. And we're going to continue to make investments like that, and we're doing that across the organization. And so I think you're going to continue to see us become more and more efficient and more effective and responsive to our customers.
On top of that, to your point, we got to do a great job in integrating our acquisitions. I think we have done a phenomenal job to getting Choptank onto our ERP and integrated in with our human capital management. All of that is going to be part of the work. And as we do more acquisitions, we're going to stay really on top of that and make sure that we integrate timely, but also very well.
So those would be a lot of the big initiatives that we're focused on. But I'd also just highlight within truck technology, we continue to assess our investment in electric trucks. I think that's a great opportunity. We're doing autonomous vehicle tests. A lot of really interesting things are out there from that perspective as well that are exciting and even just beyond the workflow management tools we have here at Hub as well.
Operator
Your next question comes from Fadi Chamoun from BMO.
Fadi Chamoun - MD & Analyst
Yes. Congrats on the results, first of all. Can you remind us about the box turns that you have currently in the Intermodal network and what would that look like in more normal times?
Phillip D. Yeager - President & COO
Yes. So for the full year, in the fourth quarter, we were up about 10% year-over-year. We actually saw a decline sequentially from the third quarter to the fourth quarter of 3%. The year-over-year deterioration mostly was driven by rail service. There's a mix component in there. I think you can see that our transcon volumes continue to outperform the remainder of our network. That elongates your transit a little bit, but that's not really a massive impact. It might be a percentage point or 2.
On the sequential decline, that was mostly driven by customer pools and unloading time to customers, as I think that makes sense that demand was up and staffing levels were coming down, right? And so we saw some longer dwell in our customer pool.
So I think if you look at normalized levels, there's a lot of upside here and could be as much as 15% on our turn times as we get back to more normalized service levels. It could be even higher than that. So we're excited to see that take place and think that as the year progresses, we'll see that improvement take hold.
Fadi Chamoun - MD & Analyst
Okay. And the second question, going back to the volume guide on the Intermodal side, I mean if I look back a few years now, 5, 6 years, it feels like we've gone through multiple cycles where fuel prices were up or down, and truck market was loose and tight. And throughout that, volume in Intermodal have really struggled to grow. And here we are today with kind of a record saving for Intermodal versus truckload and yet the volume picture looks kind of not all that impressive. Like, what does need to happen on the Intermodal service product side to really start to see that structural growth opportunity in Intermodal play out?
Phillip D. Yeager - President & COO
Yes. I think from a capacity commitment perspective, the Intermodal industry is, there are tender acceptance rates or -- versus the truckload industry, which are -- have been in the high 70s, low 80s. Typically, Intermodal, we're in the low to mid-90s. So the commitment to capacity, I think, is there.
What is not there, particularly in shorter haul lanes right now is a consistent service product. I don't think our customers are looking for necessarily the fastest transit. They're okay with 2 days extra, but -- to capture those savings. But it needs to be 2 days. It can't be 7 days longer onetime and 2 days faster the next. It has to be consistently 2 days forward than truck.
And so I think that on a consistent basis is what we need. And I know we're all, along with our partners, very focused on delivering that. That's why I think you continue to see our transcon business perform better than our local business as well is that is where you can more consistently capture that service and those savings versus those shorter length of haul where you have maybe less of a room for error.
Operator
(Operator Instructions) And our next question comes from David Zazula from Barclays.
David Michael Zazula - Research Analyst
Congrats on the quarter. I just wanted to ask, and you had alluded a little bit to it in one of the previous answers about your use of rail-owned equipment. I think you talked about it in the East, but maybe can you discuss a little bit more your use of rail on equipment during the quarter what -- if any challenges that presented? And what challenges and opportunities you might have for that in the coming year?
Phillip D. Yeager - President & COO
Yes. So that would be a part of the volume decline that you're seeing for us. Last year, we used -- probably we were about -- 93% of our business was done in our own fleet. This year, that's closer to 99%, mainly because we can better manage our own fleet. It's much less expensive when you have higher street dwell.
And so we have really removed a lot of the rail network. To under 1% of our volume is in rail-owned boxes. So that has been a concerted effort. And it's part of why you're seeing some of that volume decline on a year-over-year basis.
David Michael Zazula - Research Analyst
Great. And then as a follow-up, I don't know if you have handy the sequential headcount number for 4Q. But related to that, I guess you didn't note labor as being a constraint to volume kind of anywhere throughout any of the businesses. So maybe touch a little bit about what you're doing in human capital to kind of keep the labor count up and kind of challenging labor times?
Geoffrey F. DeMartino - Executive VP, CFO & Treasurer
Sure. So at the end of the year, our headcount was -- non-driver headcount was 2,300. Last year, we were just under 2,000, so up by 300. But we did add around 400 employees through the acquisition of Choptank.
Phillip D. Yeager - President & COO
And then just from a human capital perspective, I think we really value our culture. We have a great human resources team. We have great managers, and we've really worked hard. One, to provide a really great environment for our team so we can keep turnover at a minimum, but also make sure that we're giving them better and better tools so they can be more effective at their job and give them progress -- and get people progression opportunities within their career. That's going to continue to be our focus. I don't think we would say that we're perfect and we always have opportunities to improve. And so we've experienced somewhat higher turnover, but not anything that has impacted us. And I think our whole organization has really rallied around the opportunity to service our customers and continue to grow.
Operator
And we have no further questions. I'll turn the call back over to Dave Yeager for final remarks.
David P. Yeager - Chairman & CEO
Okay. Well, thank you for joining us for the fourth quarter earnings call. As always, if you do have any additional questions, Geoff and Phil and I would be available. Thank you.
Operator
Thank you, ladies and gentlemen. This concludes today's conference call. Thank you for participating. You may now disconnect.