Earnings Labs

Upstart Holdings, Inc. (UPST)

Q4 2024 Earnings Call· Tue, Feb 11, 2025

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Transcript

Operator

Operator

Good afternoon. And welcome to the Upstart Fourth Quarter and Full Year 2024 Earnings Conference Call. [Operator Instructions] Later, we will conduct a question-and-answer session and instructions will be given at that time. As a reminder, this conference call is being recorded. I would like to turn the call over to Sonya Banerjee Head of Investor Relations. Please go ahead, Sonya.

Sonya Banerjee

Analyst

Thank you. Welcome to the Upstart earnings call for the fourth quarter and full year 2024. With us on today's call are Dave Girouard, Our CEO and Co-Founder and Sanjay Datta, our CFO. During today’s call, we will make forward-looking statements, which include statements about our outlook and business strategy. These statements are based on our expectations and belief as of today, and are subject to a variety of risks, uncertainties, and assumptions. Actual results may differ materially as a result of various risk factors that have been described in our SEC filings. We assume no obligation to update any forward-looking statements as a result of new information or future events, except as required by law. Our discussion will include non-GAAP financial measures which are not a substitute for our GAAP results. Reconciliations of our historical GAAP to non-GAAP results can be found in our earnings materials, which are available on our IR website. Before I turn the call over to Dave, I'll share the events that we're participating in this quarter. On February 13th, we'll be participating in a Retail Investor Q&A on Twitter with Henry Invest, and on March 3rd, we'll be participating in the Citizens JMP Technology Conference. A replay of both events will be available on our IR website. With that, Dave, over to you.

Dave Girouard

Analyst · Simon Clinch with Redburn Atlantic

Thanks, Sonya. Good afternoon, everyone. Thank you for joining us today. 2024 was a year of rapid quarter-by-quarter improvement for Upstart, and the fourth quarter clearly took the cake. Considering the weak environment we faced at the beginning of the year; we couldn't have asked for a stronger finish. In Q4, our business grew dramatically across all product categories on a sequential basis, delivered adjusted EBITDA at levels not seen since the first quarter of 2022, and came within a whisker of returning to GAAP profitability. We'll get to the financial details a bit later, but it's worth summarizing up front. In Q4, overall, our origination volume grew 33%, and our revenue grew 35%, both on a sequential basis. On a year-over-year basis, this equates to 68% growth in originations and 56% growth in revenue. Originations for each of our new product categories grew at an incredible pace, with both auto and HELOC growing by about 60% sequentially, and our small-dollar relief product growing a stunning 115% quarter-on-quarter. None of this could have happened without insanely great work by Upstarters across the country. I want to thank each of them for believing in Upstart and achieving more than we thought possible just a year ago. While we continue to deliver model and product wins to support that growth, we also finally benefited from a macro tailwind, most clearly represented by the decline of the Upstart Macro Index in the latter part of 2024. We never plan our business assuming any future improvements to the macro, but they're certainly appreciated when they come. Now I'd like to dive in and describe some of the product and model wins that we saw in the fourth quarter. In our core personal loan product, we continue to deliver model innovations that separate us further…

Sanjay Datta

Analyst · Kyle Peterson with Needham

Thanks, Dave, and thanks to all of our participants for sharing some of your time with us today. We're encouraged to be emerging from 2024 with good momentum, having navigated what was an otherwise challenging environment for much of the past year. At the beginning of last year, we set out some ambitious financial objectives. Turn around the growth trajectory of the business, continue to scale up our committed capital base, reduce the size and improve the performance of our own balance sheet, and return to adjusted EBITDA profitability. Our wish list consisted only of a stable macroenvironment. As we look back on the year, we are pleased with our report card. Versus our nadir in Q1 of 2024, by the fourth quarter, originations were up 86%, revenue from fees were up 44%. The amount of loan on our balance sheet fell by about 25%. Quarterly net interest income flips from negative $10 million to positive $20 million. Fixed cost was largely controlled and we closed the year with two successive quarters of positive adjusted EBITDA. The macro did indeed remain largely steady over the back half of the year from a credit default perspective, even showing recent signs of improvement since attaining peak defaultiness sometime last spring, as reflected in our published macro index, the UMI. This welcome break from the consistently degrading environment of the prior two years allowed some of our more recent model improvements to see the light of day, giving us good momentum on conversion wins over the last two quarters of the year. Our conversion rate in Q4 was at its highest level in nearly three years. Additionally, as of yearend, all of the recent credit priced on our platform on behalf of lenders and investors was on track to meet return targets, giving…

Operator

Operator

[Operator Instructions] Our first question from the line of Kyle Peterson with Needham.

Kyle Peterson

Analyst · Kyle Peterson with Needham

Great. Good afternoon, guys. Nice quarter, and thanks for taking the questions. Wanted to start off on funding. You guys mentioned it seems like there's a good pipeline you guys are working down. How are you guys kind of thinking about the mix of funding moving forward between whether it's committed capital some of the at-will buyers or depositories? How should we think about the deployment of additional funding in 2025?

Sanjay Datta

Analyst · Kyle Peterson with Needham

Hey, Kyle. Thanks for joining. This is Sanjay. I would say that our medium-term objectives here remain the same. We've talked in the past of having somewhere north of 50% of our capital committed and the balance some allocation between bank and credit union, balance sheet capital, and maybe at-will, ABS and hedge fund type capital. I think that's still a good medium term target for us obviously in the short term, we're seeing some expansion of borrower volumes, and we will look to grow capital in the most expeditious way possible. And oftentimes that involves striking some large deals with counterparties. So that's probably what we have lined up in the near future, but I think our medium term objectives remain the same.

Kyle Peterson

Analyst · Kyle Peterson with Needham

Okay. Thank you and then maybe just a follow-up on the balance sheet, appreciate the commentary that you guys plan on kind of reducing what will be held on the balance sheet as the year goes on, but how should we think about the pace of that and is there any update whether it's end of January or anything you could provide us to kind of where the loans on balance sheet sit now and where that should sit over the next quarter or two?

Sanjay Datta

Analyst · Kyle Peterson with Needham

Yes, Kyle, we've talked in the past similarly about there being a bit of a timing challenge between spurts of growth on the borrower side and the ability to put in place a capital agreements to match it, and that's sort of what we're facing right now. We've had obviously good expansion on the borrower side in Q4. So I would say that's quarter to quarter and we'll look to -- we'll look to create the capital sources to take those loans from us and we're in conversations about that right now, but it's more of a quarter-to-quarter activity than a month-to-month one.

Operator

Operator

Our next question from the line of Simon Clinch with Redburn Atlantic.

Simon Clinch

Analyst · Simon Clinch with Redburn Atlantic

Hi, everyone. Thanks for taking my question. I was wondering if we could just start with your comments, Sanjay, on the borrower demand. Could you just help break down sort of what really drove the upside that you saw this quarter? Was it all to do with the model? It was there just with borrowers being brought down beneath that sort of 36% rate cap, I just kind of curious as to how that sort of breaks now.

Sanjay Datta

Analyst · Simon Clinch with Redburn Atlantic

Hey, Simon. Yes, in terms of the increase in approvability and conversion, some amount of it was the improvements to model accuracy that Dave alluded to some of them. I don't know as a rough maybe rule of thumb you could maybe think of it as half coming from that and some amount also coming from some combination of it, UMI has subsided a little bit and I guess corresponding default rates have moderated a little bit. That's been reflected in platform pricing, and that the rate cuts we saw last fall we've always talked about them having some delay, and how they work into our platform pricing. But some of that is being reflected now as well, so some combination of better technology a little moderation and default rates and some rate cuts from last fall all conspiring to lower APRs on the platform.

Simon Clinch

Analyst · Simon Clinch with Redburn Atlantic

Great, thanks, and just a quick follow-up actually and thanks for the color around the framework with which you're thinking about the macro and your guidance for the year. I'm kind of curious as to how much lax or I guess your approach to managing that out given the, there's still plenty of uncertainty that's certain people in my shop that think that rates might even be going up at the end of the year. How are you planning for those kinds of various eventualities within your business?

Dave Girouard

Analyst · Simon Clinch with Redburn Atlantic

Well, we take I guess what would I, we think of as a conservative position. We don't assume that rates are going to go down or up for that matter. We don't assume that UMI is going to go up or down so we think that's the most kind of prudent approach to take we do build conservatism into our model such that they're targeting just a modest amount of over performance if things stay as they are but and we think that's the best that we can do that having the right tools to have the model to adjust themselves very, very quickly to any changes is actually very powerful. I talked about that a bit of my remarks and I think that's our view on it which is we can't accommodate any potential future that might be out there and assume our volumes would never drop et cetera. But generally speaking, we're moving toward a place where our models are more resilient. We can respond even quicker and more accurately or precisely as is necessary based on what's going on out there and I think this is a big win for our lending partners and investors because it just -- it means better results for them.

Sanjay Datta

Analyst · Simon Clinch with Redburn Atlantic

And Simon just a reminder that the impact of rate movements themselves is relatively modest, certainly compared to changes in our default index.

Operator

Operator

Our next question comes from the line of Peter Christiansen with Citi.

Peter Christiansen

Analyst · Peter Christiansen with Citi

Thank you. Good evening. Thanks for the question. Nice turnaround, guys. Sanjay, Dave, just curious, as you're thinking about forming new sources of capital throughout the area, what's your view on risk retention? A lot of emphasis there in the area, and at least what you're seeing from market participants and the health of the market on the funding side, do you think there's more appetite for our outside partners to think about taking on more risk here? Thanks.

Dave Girouard

Analyst · Peter Christiansen with Citi

Hey, Pete, just to clarify, you're asking about risk retention in our committed capital arrangements or just more generally in the securitization markets?

Peter Christiansen

Analyst · Peter Christiansen with Citi

Yes, that and both, actually. Yes, right.

Sanjay Datta

Analyst · Peter Christiansen with Citi

Okay. I guess with respect to the capital arrangements we're making, our view remains unchanged. We have a certain target percentage of our platforms that we want underpinned by committed capital, and in those arrangements, we have said that we will put some single digit percentage of the total capital at risk from our own balance sheet, and I think those rough ratios continue to remain true. I think more broadly in the market, there is definitely an increasing appetite for risk both in the securitization markets and just more broadly with loan asset purchasing, and so I think we're starting to see some parts of that market heat up a little bit. Not yet quite back to the fever pitch it was maybe a few years ago, but there's definitely a lot of conversations and traffic and engagement happening even at the let's say the risk part of the debt stack, so that's encouraging.

Peter Christiansen

Analyst · Peter Christiansen with Citi

That's helpful. And just as a follow-up, it looks like borrower acquisition costs, I guess, as a percentage of principal went up a little, uptick a little bit. Just curious how you're thinking about that using external network partners or do you think that Upstart Brand has gotten to a point where it can really attract borrowers onto itself? Thanks.

Dave Girouard

Analyst · Peter Christiansen with Citi

Hey, Pete, this is Dave. We've had, over a long period of time, a pretty amazing either consistency or even dropping in acquisition costs per loan, so we feel very good about that. The economics of our loans are exceptional, so there'll be a little variances from quarter-to-quarter, but if you looked over the long trajectory through enormous growth, we've actually reduced the cost of acquisition per loan, so we have no concerns on that front whatsoever. Generally speaking, we have opportunities to dial up marketing and dial down contribution per loan when that makes sense, but it's an area where I feel like the team has performed exceedingly well for many, many years.

Operator

Operator

Our next question from the line of Ramsey El-Assal with Barclays.

Ramsey Assal

Analyst · Ramsey El-Assal with Barclays

Hi. Thanks for taking my question. Terrific quarter. The fully automated loans kind of keep moving up. I think now they sit at about 91%. Those seem to have a lot of knock-on benefits for the model. I'm just curious about your updated thoughts about is there a ceiling there, how close we are, are we to the max level, or is there still a lot of room to run in terms of automation?

Dave Girouard

Analyst · Ramsey El-Assal with Barclays

I think there, I guess you could say the ceiling's 100%, but there'll always be some sort of fraudulent activity, et cetera, or just imperfections that mean we'll never get to 100%. I would say a couple years ago, we never would have expected to get to 90%. So I do think that we're happy with where it is. There's a team working constantly to improve on the models that unlock instant approvals. So I think it can go higher. We're also, I mean, a lot of what we're doing is applying some of the same techniques to the other products, not just the personal loan product. So there's a lot more wins to be had in automation and instant decisioning. So yes, I don't know how high it can go. I think in the personal loan product, it can still go higher, though, how much is to be determined. It really is ultimately a fraction of how much we can attract true applicants, true borrowers to the platform versus the bad guys out there that we have to keep away. And that dynamic will always be there.

Ramsey Assal

Analyst · Ramsey El-Assal with Barclays

Okay, and a follow up for me, as we look out over the next few years, can you help us think through kind of like a hypothetical pie chart of your loan mix in terms of personal loans, small dollar loans, auto, HELOC, in terms of originations? How should we think about the model kind of evolving now that you're getting a little traction with these other verticals, these other loan types?

Dave Girouard

Analyst · Ramsey El-Assal with Barclays

Yes, we certainly don't have a perfect lens onto that. Other than to say our core business, as you can see today, is growing very rapidly. It's a category itself that is growing very rapidly because it's personal loans or have high utility for consumers. So it's a little bit tricky. We also believe our market share is growing very quickly in personal loans. And so when you have those two dynamics, growing market share within the category and the category itself growing quickly, it's hard to put any kind of cap on what personal loans can do. But on the other side, of course, home lending, auto lending are both much larger categories, generally speaking. So there's a huge amount of headroom there. So, it's a bit of a bet and we don't know for sure. We're really happy to see the newer products growing very rapidly and we're excited to see what they'll do in 2025. But it's frankly a little bit hard to judge between them.

Operator

Operator

Our next question from the line of Dan Dolev with Mizuho.

Dan Dolev

Analyst · Dan Dolev with Mizuho

Hey, Sanjay, Dave. Outstanding quarter as always. Thank you very much. This is great. I have two quick questions. First one is on the margin. Looks like you're guiding 18%, which is huge for the year. Can you maybe walk us through some of the operating levers that you have in the model? And, how should we think about the model over the medium and long term? Because it looks pretty good. And then I have a quick follow-up. Thank you.

Sanjay Datta

Analyst · Dan Dolev with Mizuho

Hey, Dan. Great to hear from you. We've talked in the past about the fact that we believe we have good operating leverage in our business model. And, by that specifically, what I mean is, as the volumes increase and our fee revenue increases, we foresee relatively steady take rates and relatively steady contribution margins. Meaning, a lot of that will drop from the top line very efficiently, to the bottom of the P&L. And, against that, we're anticipating relatively, stable costs. Now that we're expanding on the top line again, we will make some investments in 2025, but they'll be modest. And so I just think in general, as our business grows in 2025 and beyond, we have an ability to transmit a lot of that to the bottom line. And, Dave talked more generally about our ambition to be a company that's both fast growing and highly profitable. And I think this is sort of underpins our belief in our ability to do that.

Dan Dolev

Analyst · Dan Dolev with Mizuho

Got it. And then I have a follow up. It seems like we are in some sort of a super cycle. I mean, I know, I guess that according to the Bible, the prophecy is for the fools. So I don't want you to make a prophecy, but I mean, how much legs are there to this cycle? I mean, it seems like things are getting better, incrementally better over time. Like if you had to make a bet on where we are in the cycle, that would be great. Thank you.

Dave Girouard

Analyst · Dan Dolev with Mizuho

I don't know that I'd call it a cycle in that sense. Pricing of loans in our platform are still relatively high. Long term UMI is, notionally should be one and it's much higher. So I don't think and also rates are probably, at least a little bit higher than you might expect them to be on a long term normal. So that tells me, at least in terms of those inputs to our platform, which are really important and very fundamental to the price of loans, that those are still elevated. And I hope there's some, over the next year, maybe it'll take two years that we'll see both of those things trend back toward long term normal. And that would be, obviously great for our business when we've been able to do, what we've been able to do still with these very high prices. But, like we said, we don't sit around waiting for interest rates to go down or UMI to go down. Most of what we do here are just fundamental improvements to risk separation and automation and those deliver growth. So I think we'll just take the macro wins when we can get them. And otherwise we will keep cranking away on more accurate models.

Operator

Operator

Our next question from the line of David Scharf with JMP Securities.

David Scharf

Analyst · David Scharf with JMP Securities

Great. Good afternoon. Thanks for taking my questions. Maybe one specific and one a little more open-ended. On the specific side, Sanjay, obviously there's, we know how much operating leverage there is in a fee-based model like this. There also seems to be a tremendous amount of leverage in, just the reversal in net interest income in the guide. Can you tell us, are you factoring in material fair value write-ups? Is any of that included in the NII guide for ‘25? Or is part of it just holding fewer loans on the balance sheet and having, less mark-to-market, growth?

Sanjay Datta

Analyst · David Scharf with JMP Securities

Yes. Hey, David. Great to hear from you. Let's see. Our NII guide for 2025, I would say is the majority of that is just a performing set of assets on the balance sheet. There may be some incrementally more fair value marks. Or maybe put another way, the UMI has improved. That signals an improvement in the expected performance of the assets. And I don't think we've taken all of that really yet. And so some more of that should trickle into 2025 if the macro holds. But I think more than anything, we're signaling that, look, we on our balance sheet had some underperforming vintages, both in the auto R&D that we originated a couple of years ago, as well as in our core. And I think as of Q4, we've largely moved past it. And now we're looking at a balance sheet that should be expected to perform and produce returns as any investor would expect as well. So that's the majority of the story.

David Scharf

Analyst · David Scharf with JMP Securities

Yes, no, I understood. It sounds pretty much consistent with most consumer lenders with the peak losses in the rear view mirror. Hey, a little more open ended. And you may have partially answered this in the last question, both the press release and I think Dave's opening comments kind of referenced, sort of Q1 2022 as a reference point that was sort of a high watermark. I think it was about $4.5 billion of funded principal. I mean, two and a half times, what you had this quarter. And that was just with personal loans. I think the conversion rate at the peak got above 24%. And as we just try to think about. How much contribution margin EBITDA, the business can scale to once again, I'm looking at that period, that peak late ‘21, early ‘22. Other than the interest rate environment, is there anything else different that you could call out that could potentially signal to us or we're going to get back to that sweet spot of an environment, whether it's just on the funding side, competition, I don't know if the same players you're competing against. And, Credit Karma searches and whatnot, but what is it about the current environment that could potentially improve to get back to that level of conversion rate in quarterly funded principal amount?

Sanjay Datta

Analyst · David Scharf with JMP Securities

Yes, Dave, I guess the path back to that scale of business. I mean, the obvious answer is a drop in the risk of the environment. I guess you could sort of proxy that with a drop in the UMI. But I also think that the path back will look different than our original path there, because compared to that time, our models are dramatically stronger. I mean, a lot of that is not obvious because of the high rates and the high level of risk in the environment. And so, as Dave said, the prices are still quite elevated, but the models themselves in terms of their ability to decision risk between relatively similar looking borrowers is dramatically better. And so I think we will not require as constructive as an environment as existed in 2022 in order to get back to that rough level of scale. And maybe a related point is that as and when we do, our business model itself is much stronger. I think we've been clear that I do not believe our contribution margins will fall back to the level that they were back then. I think we're much more optimized in how we price and how we measure elasticity and how we manage our take rates. And so I think, again, for a similar size of top line business, you should expect us now to have better margins. And frankly, a more streamlined fixed cost base or level of efficiency in terms of onboarding and servicing borrowers and even the fixed cost base beyond it. So the only real difference beyond that is that the fact that we have undertaken a few bets that are more early stage, and we expect those to contribute over time as well. And there'll be some period of time in which we have to incubate that. But beyond that, I think across the board, whether you're looking at our business model or the strength of our actual underlying technology, it's pretty much better across the board.

Operator

Operator

Our next question from the line of Vincent Caintic with BTIG.

Vincent Caintic

Analyst · Vincent Caintic with BTIG

Hi, good afternoon. Thanks for taking my questions. Both are follow-up. So first question. So on the profitability guidance and so guiding for at least positive net income in 2025, trying to get a sense for how positive that earnings could be while you're going to be GAAP profitable. Is it something where we should be expecting EPS to kind of continue to move alongside transaction volume growth or are there investments that you want to make? So perhaps we should be seeing slower EPS growth in the near term, kind of relative to your transaction volume growth in the near term. Thank you.

Sanjay Datta

Analyst · Vincent Caintic with BTIG

Yes, Hey, Vincent, I guess, we just reiterate that in 2025 will be in the ballpark of breakeven or at least breakeven. So I think we expect to be roughly in that ballpark, not dramatically ahead of it. In general, yes, I think that you could think of our profitability as improving with scale. There is a couple of mechanical things happening to the P&L. I called out one of them quickly in my script that has to do really with the accounting of stock-based expense. And the fact that we are moving from what we've previously done, which is, grants approved, multi-year grants, essentially, to more of a one-year grant style program. And that just has the impact of essentially pricing or costing the grants at a more current stock price and it increases the accounting charge of the grant. So that's something that I think you could think of as a one-time impact. And then as we grow, from the Q1 guidance we've given, which I believe is about minus $20 million, as the platform scales through the course of the year, you should see us then grow the profitability to the point where the full year will be breakeven to positive.

Vincent Caintic

Analyst · Vincent Caintic with BTIG

Okay, great. That makes sense. Thank you. And then second, just another follow-up on the prior discussions about your funding capacity. So if I just kind of do the rough math in the fourth quarter of 2024, your $2.1 billion transaction volume and the $150 million of fee income, if that kind of holds, then the guidance for 2025 of the $920 million of fee income, that's close to about $13 billion of transaction volume in 2025. So, great volumes for 2025. I'm sort of wondering how much is kind of funding availability or capacity of binding constraint on your ability or on your transaction volume growth, if maybe we could see, potentially more growth in that transaction volume if the current environment of good funding availability holds. Thank you.

Sanjay Datta

Analyst · Vincent Caintic with BTIG

Yes, Vincent, a couple of thoughts. First of all, I think your math on origination volumes for 2025 is directionally correct, but maybe a little aggressive compared to what we're expecting. So I don't think we're expecting quite as much as $13 billion. But even at, a relatively, close number to that, we did make the explicit assumption and we called out the explicit assumption that most of the forecasting modeling we do is really about the borrower side of the platform. And we make the assumption that the funding will be available. And every signal we have as of right now in terms of the conversations we're in and the pipeline we have suggests that we'll be able to scale the capital side in accordance with what we're able to achieve in terms of borrower volumes and approvability. That said, it's not a gating variable in any real way to our guidance. What will determine the growth of the platform really, I think, comes down to how successful we are on the product and the technology and the marketing side of our business in finding more quality borrowers to approve. There is a world in which funding does not materialize and that will constrain our growth. But I don't think infinite funding would allow us to raise that number in any way.

Operator

Operator

Or next question from the line of John Hecht with Jefferies.

John Hecht

Analyst · John Hecht with Jefferies

Goof afternoon, guys. Thanks very much for taking my questions. You first pointed sort of just on the source of the volumes. Obviously, we've seen a pretty good recovery here. I'm wondering how, can you give us some characteristics of how much is coming from your primary channels like Credit Karma? How much is recurring business? And then maybe where the sources of, for auto, I know auto is through dealership network, but maybe HELOC and auto just more high level about the sources of that and how that mix might migrate over the course of this year.

Sanjay Datta

Analyst · John Hecht with Jefferies

Sure. Hey, John, because a lot of our growth was conversion driven in the core business, it sorts of hit all acquisition channels in a similar way. They just all got more productive and more efficient. So I don't think the channel skew changed much at all versus what it has been previously. And the new products, while exciting are still not at the scale where they're moving the dial on the overall numbers compared to the core business. So you just think of it as largely driven by the core business at the aggregate level with a channel mix that's relatively, sort of similar to what we've been doing in prior quarters.

John Hecht

Analyst · John Hecht with Jefferies

Okay, and then second question, Dave, you mentioned the small loan, the small dollar loans. It sounds like that's growing nicely. Maybe how does, what's the mix of that now? What is the kind of size and terms? And then is the overall intention of that to have a customer kind of development program where you might take someone in that program and then migrate them to different products over time?

Dave Girouard

Analyst · John Hecht with Jefferies

Hey, John, this is Dave. Yes, for sure. Smaller loans with a shorter duration. Generally, you're going to be able to prove more people at the margins. And so it's just generally a way to more rapidly understand and underwrite more of the U.S. population. And so it's definitely been an accelerator in terms of just -- you can just think of the boundaries of the models of people that we can understand moving out more rapidly. And that's the heart of that product. It is generating good economics. So it's not sort of a loss leader for us in any sense of the word. But it is an accelerator in terms of the models, understanding and those people can definitely move on to other products, larger personal loans or refinance a car loan, et cetera. And so it's definitely an acquisition strategy. We mentioned that in the fourth quarter, 13% of new borrowers on Upstart were from that product itself. So that means it's meaningful to us in the sense of how quickly we're bringing new people onto the platform. And we're getting better and better at cross selling to other products, being able to help them on other types of borrowing. So it's all very good. And the rate at which that product is growing, I think, is a huge indicator for our future that we're going to be able to just underwrite and have these models understand more and more of the population.

Sanjay Datta

Analyst · John Hecht with Jefferies

John, just in terms of the parameters of those loans, you're looking at terms from 6 to 18 months, compared to our core product, which is three to five years. And the average size of these loans is somewhere just north of a $1,000, which compares to about $10,000 in our core product. So it's sort of that scale.

Operator

Operator

Our next question from the line of Reggie Smith with J.P. Morgan.

Reggie Smith

Analyst · Reggie Smith with J.P. Morgan

Thanks for the question. Congrats, guys. Great quarter. I wanted to just follow up on the last question. I'm not sure if you broke this out, but can you talk about if you think about your transaction volume, how much of it is from these smaller dollar loans today? And it sounds like there may be a difference in conversion rate between those and the large ones. Maybe frame that for us as well.

Sanjay Datta

Analyst · Reggie Smith with J.P. Morgan

Hey, Reggie. The small dollar loans are, I would say, just north of 15% of total loan count. But because they're small, they're more like maybe, something like 3% of total dollar originations. So it's on that scale. With respect to conversion, I mean, it's a little bit. There's some overlap there. I mean, the conversion rates are definitely lower than the core PL, but you have to remember that a lot of this volume comes as turndowns from our core product. So if we can't approve somebody for a $10,000 loan over five years, we can sort of look at them for a much smaller loan. So you're already looking at an applicant that has in some sense been declined. So it's a bit hard to do it apples to apples. Maybe you think of it as a second look at a conversion. But that conversion number in of itself is lower than the number we have for our core product.

Reggie Smith

Analyst · Reggie Smith with J.P. Morgan

Go it. And you kind of talked about this, but I was just curious, what are the main drivers of your improved conversion? I would imagine that it's the APR loan, but I don't want to oversimplify that. And then the second part of the question is, when you have these improvements in your underwriting model, how does that trickle down to your loan buyers? Is there a process where they get comfortable and confident in that? Because presumably you'd be approving more people maybe at a lower rate. I'm curious whether that lower rate would then translate to a lower transaction fee from your partner. Like, how do they get comfortable in the accuracy of your model, if that makes sense?

Dave Girouard

Analyst · Reggie Smith with J.P. Morgan

I'll speak to the first part. This is Dave and then let Sanjay speak to investors and how they get comfortable with our model. I mean, the very fundamentals of our technology for those that follow us are that the models get more and more accurate. That has the effect of avoiding more people that are likely to default or at least pricing them more accurately. And when that happens, the other people generally, you can approve more and reduce rates for them. So the very basic dynamic that is so important to who we are and how we do what we do is that more accurate models lead to growth. The other side is, because rates aren't everything, is automation. When the level of automation goes up, meaning there's less friction involved in getting a loan from us, invariably the conversion rate goes up. So those two dynamics explain almost the entire history of our company, frankly. More accurate rates or credit decisioning and then less friction. And you put those two together and that is the story of Upstart in 100 words or less.

Sanjay Datta

Analyst · Reggie Smith with J.P. Morgan

And just to speak to the investor side, Reggie, I mean that loan buyers who work with us are loan buyers who've gotten comfortable with the fact that our model evolves over time. And it's on that basis that they do their diligence on us. And of course, certainly in the instances where net capital is under a committed capital arrangement, we're also putting our money where our mouth is, of course. And so it's sort of embedded in the nature of a relationship that we have with any loan buyer. They know we're not a static underwriter and they've chosen to be a counterparty to us on the basis of how our models evolve and they understand that well. So I don't think it's generally not a surprise to folks who work with us.

Reggie Smith

Analyst · Reggie Smith with J.P. Morgan

Now, I guess a better way to articulate it would be, as your models improve, if their discount rate or what they're willing to pay for a loan doesn't change, then presumably the alpha in your model is captured by them. Am I thinking about that correctly? So like they don't change what they're willing to buy your loan for, but if the model improves, they ultimately benefit from it on the back end because it outperforms even what they would have thought. Is that the right way to think about it?

Sanjay Datta

Analyst · Reggie Smith with J.P. Morgan

Not exactly. So, Reggie, you're right in that, the state of our model has no bearing on what return they require. But if their return requirement is constant and we perceive for a set of borrowers a lower amount of risk, we will actually lower the APR. So it's the borrower, in fact, who makes the gain from a model improvement, not the investor. The investor, they just care that we're calibrated to their rate of return. And frankly, they don't really worry too much how we drive that return as long as we stand behind it and we execute. But yes, better models tend to accrue value to the borrowers in the form of lower APRs.

Reggie Smith

Analyst · Reggie Smith with J.P. Morgan

Congratulations on the quarter, guys. I was totally flat-footed by this one. I wanted to give you the flowers. So great work on the quarter for sure.

Operator

Operator

Our next question from the line of James Faucette with Morgan Stanley.

James Faucette

Analyst · James Faucette with Morgan Stanley

Great, thank you very much. And my congratulations on a really good quarter. I wanted to ask a couple of clarifying questions. First on contribution profit margins, it looks good, although it's played down a little bit from third quarter ‘24 and the fourth quarter ‘23. I know there can be some seasonality and that kind of thing. But when you talk about like reduced cash, et cetera, can you give us a little bit of nuance? Like what is moving that contribution margin around and what we should think as a realistic range for it to be in as we go through the next year and beyond?

Sanjay Datta

Analyst · James Faucette with Morgan Stanley

Hey, James. So things that are moving the contribution margin, I guess I would call out three things. One is just our take rates and how we're managing those. And because, we've been very in-quarter take rate optimized recently. I think as we regrow our volumes and get back into net profitability, GAAP profitability, you could imagine us, altering the levers between in-quarter profit and overall platform volume. And we do that by lowering take rates and increasing volumes. And that's a constant experiment we're running. And it's a constant decision we're taking. So take rates are one source of variability in contribution margin. The second is our acquisition cost. And similarly, as Dave pointed out, we've been very, very cash efficient, if you will. In the lean periods of the prior years, we've been largely growing off of what you might think of as organic or, CRM-mined acquisition leads. And those are obviously free. And as we get more expansive and we get a better conversion funnel, you'll see us wade further into paid acquisition. So that may have an impact on the margin, on contribution margin. And the third one is really our operating costs, our cost to onboard alone, our cost to service alone. And those are areas where I think we're making great efficiencies over time. We have leaders that are applying technology to those areas and delivering a lot of automation and a lot of wins. And so our actual cost to process and service alone, those costs are coming down over time. So I think you add the three of them up and there's some puts and the takes in either direction. But we've been pretty steady. We've sort of bounced around between, I don't know, it's 58% and 62% for most of the past year. So I think in the grand scheme of things, we've demonstrated a pretty good resiliency on the margin.

James Faucette

Analyst · James Faucette with Morgan Stanley

Great, thanks. And then speaking of customer acquisition, et cetera, I just wanted a little bit of input as to what you're thinking on channels and how much is direct, direct mail versus new people of straight up store.com, et cetera. And any changes we should anticipate as we go through this year and map next.

Dave Girouard

Analyst · James Faucette with Morgan Stanley

Sure, James, this is Dave. I would say, first of all, we'll continue to have, our kind of base of users is growing. So we, of course, are getting more and more by either cross-selling products or they're getting second or third loans, et cetera. So I think that fraction will always continue to tick up. And those, of course, have close to zero acquisition costs. So generally, that's a great thing. We continue to make great progress. Whenever our models get better, we tend to get more volume from partners, DM direct mail converts better so that we can actually increase the amount of direct mail we tend. So, we're very sort of marginal dollar oriented when we do marketing. We certainly prefer direct marketing meaning directly to the consumer. I would also say, because of one of our big initiatives, which is really for the consumers, we want to have the best rate you can get anywhere, no matter if you are an 800 or 850 FICO score making $200,000 a year or whether you are a 640 FICO score and earning $45,000 a year or anywhere in between all those, we want to have the best rates. And we've made big strides toward that. And I think one of the results of that will be is you can do much more broad based marketing when your offer is good for almost everybody. And I think we're making big strides in that direction. And so we're doing OTT like television stuff at some scale. I think you'll begin to see more and more of that. I don't anticipate us putting our name on a football stadium or anything like that anytime soon, but I do think you'll see Upstart's brand out there more and more in very, very efficient ways to attract consumers.

Operator

Operator

Our next question from the line of Matt O'Neill with FT Partners.

Matt O'Neill

Analyst · Matt O'Neill with FT Partners

Yes, thank you so much. Sanjay, is there something we can follow up on the underlying or internal assumptions around UMI? I know there's a bit of an asymmetry there when things are improving. You take a little bit more time to see how the improvements hold versus when they're deteriorating. The model is kind of quick to adjust and become more conservative. So I guess the question is kind of all else equal with where the UMI is now versus some level of conservatism. Should it stay here through the year? Would the internal view continue to come down until the approach where it is now?

Sanjay Datta

Analyst · Matt O'Neill with FT Partners

Matt, your question is whether we have an internal view that the UMI will continue to go down?

Matt O'Neill

Analyst · Matt O'Neill with FT Partners

Yes, well, just that I understand how when the data shows that it's improving, the internal model doesn't immediately adjust to that level because you're underwriting for a period of time into the future. So my understanding was there's a little bit of an asymmetry around how quickly signs of improvement kind of flow through into the underwriting.

Sanjay Datta

Analyst · Matt O'Neill with FT Partners

I see, yes. Yes, I mean, I guess in general, we will continue to lag any improvements in UMI. And if UMI stays flat for the rest of the year, we will remain above it in terms of the assumptions we're making in newly underwritten loans. So there will be an enduring conservatism in how we underwrite because as David explained earlier, we always want some buffer to at least brace for a scenario where the economy does some kind of a U-turn with respect to credit risk. And I expect that to be true until that UMI is back down to some long-term normal average, like 1.0. And frankly, even then, we would want some positive buffer above how we're underwriting. So I think, maybe the other way to put it is there will always be an expression of conservatism in our underwriting in order to brace for, scenarios of risk increasing over time.

Operator

Operator

And we'll take our last question from the line of Rob Wildhack with Autonomous Research.

Rob Wildhack

Analyst · Rob Wildhack with Autonomous Research

Hey, guys. One more on the contribution margin. Sanjay, I think earlier you said steady contribution margins for 2025. I'm just wondering, why wouldn't those go lower with so much volume growth? I would think that as volume grows, you have to spend a bit more on marketing. Take rates tend to come down and lead to a lower contribution margin. Why isn't that the case in 2025?

Sanjay Datta

Analyst · Rob Wildhack with Autonomous Research

Hey, Rob. I think we've, just harking back to something Dave said, we've been able to demonstrate growth at efficient, steady acquisition costs and take rates over time. And I don't think that's changed. I think the only thing that would cause our contribution margin to drop would be a conscious move to lower our take rates in order to, invest in future volume, if you will, at the expense of in-quarter financials. And as we've talked about, that is a decision we may take one day. But I do not think that an increasing unit cost, whether it's acquisition or operations costs, really will put a lot of pressure on our contribution margins as we scale. We're always very, as Dave calls it, margin dollar efficient when it comes to acquisition. As our conversion funnel gets better, we can do more marketing and we will expand the marketing to the point where our acquisition costs come back in the line with our targets. So we don't view ourselves as a business that needs to overspend on marketing in order to grow.

Rob Wildhack

Analyst · Rob Wildhack with Autonomous Research

Okay. And you touched on those at-will ABS type loan buyers a couple of times this evening. Curious, if that cohort is returning to the platform in a meaningful way yet? And does the 2025 outlook consider a big rebound in the ABS engine there? Because I know that's been a big volume channel in the past. So just curious to get your thoughts on the ABS channel. Thanks.

Sanjay Datta

Analyst · Rob Wildhack with Autonomous Research

Yes. I guess the more at-will side of the platform, it's a population we're engaged with right now. And I think there's a lot of good conversations happening. Probably too soon to really, make a call in terms of where they are as a broader market. But I think we're optimistic. Our 2025 numbers don't really make any explicit assumptions about at-will capital. They just make the broader assumption that capital will not be a bottleneck for us. And there's many different paths or ways that that could be true. But nothing specific is being assumed about the ABS markets.

Operator

Operator

That concludes today's question and answer session. Dave, at this time, I'll turn the conference back to you for your closing remarks.

Dave Girouard

Analyst · Simon Clinch with Redburn Atlantic

All righty. Thanks to all of you for joining us today, either on the phone or on the web. I'm sure you can sense our enthusiasm and our optimism. We've been through a lot and we've really taken Upstart to a level that I think the world has yet to see. So we look forward to talking with you all again in May and sharing more about our work in 2025. Thanks. Have a good evening.

Operator

Operator

This concludes today's call. Thank you for your participation. You may now disconnect.