Upstart - Q3 2022
November 8, 2022
Transcript
Operator (participant)
Please stand by. Good day, and welcome to the Upstart Third Quarter 2022 Earnings Call. Today's call is being recorded. At this time, I would like to turn the call over to Mr. Jason Schmidt, Vice President of Investor Relations. Please go ahead, sir.
Jason Schmidt (VP of Investor Relations)
Good afternoon, and thank you for joining us on today's conference call to discuss Upstart's third quarter 2022 financial results. With us on today's call are Dave Girouard, Upstart's Chief Executive Officer, and Sanjay Datta, our Chief Financial Officer. Before we begin, I want to remind you that shortly after the market closed today, Upstart issued a press release announcing its third quarter 2022 financial results and published an investor relations presentation. Both are available on our investor relations website, ir.upstart.com. During the call, we will make forward-looking statements such as guidance for the fourth quarter of 2022 related to our business and our plans to extend our platform in the future. These statements are based on our current expectations and information available 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 filings with the SEC. As a result, we caution you against placing undue reliance on these forward-looking statements. We assume no obligation to update any forward-looking statements as a result of new information or future events, except as required by law. In addition, during today's call, unless otherwise stated, references to our results are provided as non-GAAP financial measures and are reconciled to our GAAP results, which can be found in the earnings release and supplemental tables. To ensure that we address as many analyst questions as possible during the call, we request that you please limit yourself to one initial question and one follow-up. Later this quarter, Upstart will be participating in Citi's 2022 Fintech Conference on November fifteenth and Wedbush's Disruptive Finance Conference December second.
Now I'd like to turn it over to Dave Girouard, CEO of Upstart.
Dave Girouard (Co-Founder and CEO)
Good afternoon, everyone. Thank you for joining us on our earnings call covering our Q3 2022 results. I'm Dave Girouard, Co-founder and CEO of Upstart. Our results in Q3 were certainly not what we wanted them to be, but I also believe they reflect the Upstart team making the right decisions in a very challenging economic environment for the long-term success of the company. Our revenue is down primarily because loan volume on our platform is down, and secondarily because credit markets are extremely cautious and even dislocated. Higher interest rates and significantly elevated risk in the economy means we're approving about 40% fewer applicants than we would have a year ago. Those approved today are seeing offers about 800 basis points higher than they would have a year ago. This accounts for the vast majority of the reduction in volume.
Many of our lending partners have reduced their originations, raised their rates, or both. This is generally out of an abundance of caution with respect to the economy. Their Upstart-powered loan portfolios have met or exceeded expectations since the program began in 2018. I want to be clear. Contraction in lending volume in a time of rising rates and elevated consumer risk is a feature of our platform, not a bug. In fact, it's required in order to generate the returns lenders and investors expect. Whether due to an increase in expected loss rates, caution on the part of lenders or higher yield demanded by credit investors, higher interest rates and reduced volumes means that as unhappy as we are with the numbers, the system is working as intended.
We're eyes wide open to the challenges of the current macroeconomy and determined to make the decisions that will optimize for the long-term success of Upstart. At the simplest level, we're improving our operational efficiency in the near term so that we can continue to maximize investment in our AI platform for the long term. First and foremost, we're continually calibrating our risk models to the market. Performance of credit is and always will be our highest priority. While we don't make predictions about the future, we've chosen to take a conservative position with respect to the direction of the economy in the coming quarters. In other words, we assume the worst is in front of us. We'll be pleasantly surprised if this turns out not to be the case.
Second, we're strengthening our unit economics, both by increasing our revenue per loan as well as reducing marketing spend in our most expensive acquisition channels. Third, we're carefully managing our operational and fiscal plans to ensure that we're on a strong corporate footing for as long as this cycle lasts. In recognition of the reduction of loan volume on our platform, we unfortunately eliminated approximately 140 hourly positions within our loan operations team, representing about 7% of our workforce. This was disappointing for sure, but necessary to keep our operational capacity in line with the current environment. No other teams at Upstart were affected. We're also limiting hiring in other functions to a small number of positions that are strategic to our business.
With a healthy balance sheet, robust unit economics, and strong pricing power, we believe we're well-positioned to navigate an extended period of economic uncertainty while continuing to invest strategically in future growth. Despite these challenges, I'm very optimistic about Upstart's future. There's broad recognition among technology leaders and industry pundits that AI is perhaps the most transformational technology of our time, and risk-based industries such as lending are at the forefront of this incredible opportunity. As the leader in AI-enabled lending, we're well-positioned to capitalize on these growing trends and believe that market volatility will only strengthen our position and differentiation over time. While we dislike the weakened economy as much as you do, the increase in default rates that accompany this weakness serve to train our AI models faster.
While other platforms continue to retreat to serving super prime consumers, Upstart is rapidly learning how to price and serve mainstream Americans in all market conditions. Beyond my conviction in AI and the impact it can have in lending, my optimism also stems from seeing the rapid progress made by each of our product and machine learning teams. Some of the areas where we're making fast progress include, first, model accuracy. Our AI models have never been more accurate relative to a traditional FICO-based model, and our pace of model development has increased significantly. To be more specific, the increase in Upstart's model accuracy in the last four months is as much as we saw in the prior two years. Second, macro reporting and responsiveness.
An important goal for Upstart is to help lenders understand the direction our economy is trending in order to make more informed decisions about their lending programs. To support this goal, we've developed and are beginning to productize the Upstart Macro Index, or UMI. This index is a monthly indication of the state of the economy, specifically with regard to consumer financial health and credit performance. At the simplest level, UMI is designed to estimate the level of default to expect in a time period, holding underwriting models and borrowers constant. What's even more interesting is that we have determined that a handful of common economic variables present in the Dodd-Frank stress test can estimate UMI with a high degree of accuracy. We continue to iterate our methodology with the intention of translating widely available forecasts of macro indicators into an expectation for future levels of default.
We believe this is the first time that commonly understood and broadly forecasted economic indicators can predict credit performance and are looking forward to sharing more with you as we refine this tool. Our goal is to be the fastest platform to respond to macro changes and to provide the most relevant and up-to-date information to our lenders, and UMI is a big step in that direction. Third, automation. In the third quarter, we saw a record 75% of loans fully automated. This came from a variety of efforts, including an experiment to help applicants enter information more accurately that led to an absolute 1.8% lift in instant approvals. Fourth, auto refinance. This quarter saw three significant improvements to our auto refi product. We launched a new model to more accurately identify loan payoff amounts.
We fine-tuned our income verification models, and finally, we improved the process of reviewing registration cards. These upgrades collectively led to a 20% improvement to our auto refi conversion funnel. Fifth, auto retail. In Q3, we shipped our largest software release of the year, including a new build and price feature, which allows consumers to build, configure, and price autos that the dealer doesn't yet have on the lot. Our software is in more than 700 dealers now. We've also turned on retail lending with three more dealer groups and are now in four states, representing 25% of the U.S. auto market by population. More than 1/3 auto loan applications were automatically verified, about double the prior quarter. Sixth, small dollar loans.
This team shipped too many improvements to name, but in Q3, we saw more than 9,000 small dollar loans on our platform, almost 4x the prior quarter. All these loans were to borrowers whom we otherwise would have declined. Smaller and shorter-term loans are critical to reach more consumers and to help our AI models learn as quickly as possible, so we're very excited about this progress. Seventh, small business loans. I told you last quarter that we had reached our first $1 million in SMB loans. We're now close to $10 million in loans originated, and the team is rapidly shipping improvements as we look to refine that product.
With the financial impact of these upgrades to our products is muted in the current environment, we're confident that they'll set us up for a giant leap forward once the economy and credit markets normalize. Finally, while there's no shortage of caution among banks and credit unions, I'm also happy to report that we deployed a record 17 new lenders onto our platform in Q3, including Alliant Credit Union, which is a top 10 credit union by asset size. This compares to 17 lenders launched in all of 2021. While these lenders are starting off cautiously, it's encouraging that we're planting seeds for funding capacity in our future. As of today, we have 83 lenders under contract on the Upstart platform. Before I wrap up, I want to say again, we're not pleased with the results we shared with you today.
When interest rates are rising and the economy is in flux, lenders and credit investors naturally become cautious. Despite this caution, our lenders will tell you that the performance of their Upstart-powered credit has met or exceeded expectations over time. We don't like volatility any more than you do, but we won't allow it to set us off course from our long-term goal to reinvent how credit works. Our goal is to become the destination with the best rates and the best process for all forms of credit for everyone. This can't and won't be done by a single bank, but it can be done by a vast network of banks, credit unions, and credit investors powered by a modern cloud-based AI platform. Great companies separate themselves from merely good ones during the hardest of times. They are clear-eyed about how the environment has changed.
They make smart and fast decisions in order to ride out the turbulence, but they also retain an optimistic focus on the horizon as they continue to invest in the future. You have my full commitment to ensure Upstart is exactly that type of company. Thank you. Now I'd like to turn it over to Sanjay, our Chief Financial Officer, to walk through our Q3 financial results and guidance. Sanjay?
Sanjay Datta (CFO)
Thanks, Dave, and thanks to all for joining us today. As Dave has alluded to, the external environment continues to be a challenging one, particularly for those less affluent borrowers with limited access to credit that are at the core of Upstart's mission. Consumers have simultaneously whittled personal savings rates from pre-pandemic levels of roughly 9% down to 3.3% in Q3, a level not seen since the Great Financial Crisis, and have swelled credit card balances to all-time record highs. Savings rates have dwindled, and credit card balances have inflated to pay for what has been a continuing expansion in real consumption, so far with no corresponding increase in either real wages or labor force participation since the advent of Covid. As a consequence, defaults are on the rise.
Industry-wide data shows that less affluent borrowers are leading the way, with impairment levels on unsecured personal loans that are about twice as high as they were prior to the onset of Covid. By way of comparison, highly affluent borrowers are now roughly back to being in line with pre-Covid impairment levels, although they continue to be on the rise. The Upstart Macro Index, previously referenced by Dave, is our internal way of articulating the impact of the external macro environment on loan defaults in our particular borrower portfolio by controlling for underwriting model changes and shifting borrower characteristics over time. The most recent index level of around 1.7 tells us that the Q3 environment produced 70% more defaults than we would expect from our borrower base in a long run normal macro environment.
This number is also approximately 20% higher than what we had observed when we last reported earnings in August. As a result of our model's adjustments to these changing macroeconomic conditions, our loans today are being priced at APRs that are significantly higher than those from the beginning of the year, which is one of the principal driving factors behind the overall volume contraction our business is currently experiencing. As Dave has said, this is in fact working as intended. On the loan funding side, a brief period of late summer optimism in the ABS market has since receded, and loan funding in general remains challenging. Overall financing costs for our securitization investors are up about 500 basis points since last year. These higher financing costs and the general scarcity of available capital have contributed to the volume pressure on the business.
With the preceding context, here now are some of the financial highlights from the past quarter. On the top line, revenue from fees of $179 million was largely in line with our expectations. However, negative fair value adjustments and losses on sale incurred by the loans on our balance sheet brought overall net revenue down to $157 million, short of our guidance and representing a 31% contraction, both sequentially and year-over-year. The volume of loan transactions across our platform in Q3 was approximately 188,000 loans, down 48% year-over-year and representing over 125,000 new borrowers. Average loan size was up 14% versus last year.
Our contribution margin, a non-GAAP metric which we define as revenue from fees minus variable costs for borrower acquisition, verification, and servicing, came in at 54% in Q3, up from 47% last quarter, but still behind our guidance. We have been successful in expanding our margins through higher take rates and more efficient marketing spend, and we expect this to continue in Q4. Operating expenses were $250 million in Q3, down 17% sequentially. We reduced our sales and marketing by 46% sequentially to reflect a weakened conversion funnel, which has declined as a result of our higher offer rates. Engineering and product development grew 16% sequentially, and general administrative spend grew 2% sequentially. Across both areas, hiring has now largely been limited to only a few key strategic positions.
Taken together, these components resulted in a Q3 GAAP net income of negative $56.2 million. Adjusted EBITDA was negative $14.4 million, and adjusted earnings per share was negative $0.24 based on a diluted weighted average share count of 81.7 million. We continue to be in a favorable liquidity position with $830 million of total cash and $431 million in net loan equity on our balance sheet. Our gross balance of loan assets at the end of the quarter was $700 million, up $76 million from last quarter. Of that total, loans made for the purposes of R&D represented $451 million, principally within the auto segment, and our balance of core personal loans stood at $249 million.
The near-term outlook for our business remains tied to the direction of the macroeconomy. While this has historically proven hard to predict, we are currently pricing our loans expecting a further degradation in the environment and in our macro index. The volume assumptions underpinning our revenue and earnings guidance are consistent with this outlook. In order to provide some additional insight into revenue, we are splitting out our top-line guidance between revenue from fees, which reflect our baseline volume and fee expectations, and net interest income, which includes impacts from fair value and gain on sale. With these specifics in mind, for Q4 of 2022, we will expect revenues of between $125 million and $145 million. Within that, we expect revenue from fees of approximately $160 million and net interest income of approximately negative $25 million.
Contribution margin of approximately 54%. Net income of approximately -$87 million. Adjusted net income of approximately -$40 million. Adjusted EBITDA of approximately -$35 million, and a diluted weighted average share count of approximately 89.3 million shares. As ever, we will take this opportunity to extend our gratitude to all of the employees at Upstart who continue to make daily progress against our underlying business and technology goals in what continues to be a challenging external environment around us all. With that, Dave and I are now happy to open the call to any questions. Operator, back to you.
Operator (participant)
If you would like to ask a question, please signal by pressing star one on your telephone keypad. If you are using a speakerphone, please make sure your mute function is turned off to allow your signal to reach our equipment. Once again, if you would like to ask a question, please press star one. We will take our first question from David Scharf with JMP Securities. Please go ahead.
David Scharf (Managing Director)
Great. Thanks and thanks for taking my question today. Dave, or I guess for Sanjay as well, you know, wanted to maybe ask a little bit of a kinda longer term strategic question as it relates to structure. Obviously funding environment's gonna go through dislocations here or there and ultimately resolve themselves. But I guess in terms of the structure of the business, I know last quarter you talked about seeking some more kinda longer term partners. You know, reflecting on some of your all digital lending peers, there seem to be a lot of different ways to skin the cat in your industry. You know, LendingClub went out and got a bank charter. Pagaya's gone for pre-funding securitizations and investment vehicles exclusively.
LendingPoint, you know, they've always kind of opted for a 60/40 mix between loan retention and securitization. You know, obviously as you noted, the macro environment's gonna shift and ultimately will emerge on the other side. But in terms of strategically thinking about, you know, the types of dislocations that are happening right now, is a different longer term funding structure something the company evaluates every now and then?
Dave Girouard (Co-Founder and CEO)
Hi, this is Dave. That's a good question. We certainly think about funding on our platform pretty much constantly. I will say this, we believe fundamentally in a marketplace structure in the sense that a lot of lenders making independent decisions over the long haul is gonna get to the right answer. I mean, market-based economies are historically far more efficient than centrally planned economies. That's a very, I would just say, a very basic truism. Having said that means we don't wanna become a centrally planned economy. We don't believe us being a bank makes a lot of sense for what we hope to pursue for lots of reasons.
Having said that, we can certainly do a better job of securing a supply of funding on our platform, and that can really be through some of the things we've talked about, getting longer term funding agreements in place, being in more products, more diverse set of products such as secured products like auto loans, mortgages, et cetera. It is certainly something we have to think hard about and do more work on. Underneath it all, we do believe in a market-based economy, a marketplace where there's a lot of participants on both sides will ultimately have the greatest scale and the greatest opportunity. Albeit we're dealing with volatility today, over the long haul, we're confident this will lead to the greatest outcome for Upstart.
David Scharf (Managing Director)
Got it. No, I appreciate the color, Dave. Maybe just as a follow-up, digging a little deeper on the funding side. You know, obviously as Sanjay noted, I mean, the ABS markets remain a bit volatile, but you know, at the same time, even though spreads are wider, you know, we've actually seen in the last couple weeks, months, a number of non-prime deals start to get done, you know, Enova, Oportun, Regional Management. So spreads remain wider, but investors are stepping up for the, you know, unsecured personal loan, non-prime asset class. Any further updates you can provide, based on either anecdotal and discussions you have with existing bond investors or, you know, when you would think you might be able to return to the market?
Sanjay Datta (CFO)
Yeah. Hey, David, this is Sanjay. As you said, it's volatile. We remain in the market. You know, we completed a couple of deals in Q3, and we're gonna be back in the market in Q4. Our cadence, you know, is generally every sort of, you know, two to three months or so, and I think we've been holding to that cadence. Like you said, you know, like, cost of funds, spreads are all pretty volatile, and they will sort of dictate the economics in any given deal. There's always, you know, deals to be done or at least until now there's deals to be done. You know, we're gonna continue with that cadence.
We have, you know, a stable of investors who are contributing to those securitizations who are, you know, continue to have interest in contributing the collateral into the securitizations as well.
David Scharf (Managing Director)
Great. Got it. Thank you very much.
Operator (participant)
We will take our next question from Ramsey El-Assal with Barclays. Please go ahead.
Ramsey El-Assal (Managing Director)
Hi. Thanks for taking my question this evening. I wanted to ask about the on-balance sheet loans. It looks like that number went up about $70 million-$80 million this quarter to around $700 million. I'm just curious, in terms of going forward, what your plans are there. Do you intend to stabilize that number here or will it go up? Will it go down? How should we kind of think about that for modeling purposes?
Sanjay Datta (CFO)
Hey, Ramsey. This is Sanjay. I don't think we've necessarily guided a specific guideline or a number with respect to our balance sheet. I think we gave some sort of high-level parameters last quarter, and I think we obviously operated within that. I think that will continue to be the case. So, you know, I think that, you know, whether we draw it up or draw it down over the next quarter or so will continue to be an operating decision we sort of discuss and take, but I think it'll be within the parameters of what you saw in this last quarter.
Ramsey El-Assal (Managing Director)
Got it. Okay. A quick follow-up from me was just on the conversion rate on the rate requests. I think that as you mentioned, it's a tougher environment that trended, I think, down 300+ basis points quarter-over-quarter. Also, there, just curious from a modeling perspective, do we keep that sort of stable here, or is that a metric that we could see deteriorate further? Or is the answer, it's just contingent on the environment and how it evolves?
Sanjay Datta (CFO)
Yeah. Thanks, Ramsey. It's a good question. I mean, I think that I would bring it back to the vocabulary of this Upstart Macro Index, which Dave referenced, which as we said, it's something we've started disclosing in our investor materials. It essentially is a sort of an index to try and capture the external macro's impact on defaults. The simple way to think about our conversion rate is that index went up about 20% versus last quarter. That's a sort of an expression of the fact that the macro is impacting defaults in our portfolio by that amount. When that happens, our models recalibrate, APRs go up, and essentially approval rates and acceptance rates both go down.
You know, in terms of how to think about it going forward, it really kind of amounts to what you think about the macro conditions and if, you know, defaults are gonna continue to go up or normalize or stabilize or maybe even reverse course at some point. That will really dictate the offers that we're making and hence the conversion funnel.
Ramsey El-Assal (Managing Director)
Got it. Thank you very much.
Operator (participant)
We will take our next question from Peter Christiansen with Citi. Please go ahead. One moment, please. Mr. Christiansen, your line is now open.
Peter Christiansen (Director, Digital Assets and FinTech Services Equity Research)
Oh, thank you. Thanks for the question here. Good evening. I wanted to ask about, again, back to rate requests, the previous question. It looks like they were down considerably sequentially, you know, not even looking at the conversion rate yet, but at least top, the very top of the funnel. Just wondering, you know, are you taking a different go-to-market approach in terms of attracting new borrowers to the platform? And you know, how should we think about that in context to this potential rise in, like, debt consolidation and those kind of themes? Just wondering how your go-to-market is changing there, top of funnel, new borrower adds. Thank you.
Sanjay Datta (CFO)
Hey, Pete. This is Sanjay.
Peter Christiansen (Director, Digital Assets and FinTech Services Equity Research)
So-
Sanjay Datta (CFO)
Go ahead, Dave.
Dave Girouard (Co-Founder and CEO)
No, go ahead. Go ahead, Sanjay.
Sanjay Datta (CFO)
I'll add, and I'm sure Dave can add to the response. A lot of our, you know, marketing activities are in fact governed by the conversion funnel in the sense that, you know, when loss estimates go up, conversions go down. We target our marketing campaign size and our activities to some target sort of unit economics. When the conversion funnel is weaker, we, you know, reduce marketing size accordingly. There's all of this sort of like this two-step, you know, process whereby conversion funnel improves, it converts more and we expand marketing, and then the reverse is true, of course, when the marketing funnel contracts.
Peter Christiansen (Director, Digital Assets and FinTech Services Equity Research)
I think the genesis of the question is like, how are you thinking about spend on lead gen, generally?
Sanjay Datta (CFO)
The spend on the lead gen is sort of a function of how performing our conversion funnel is. You know, we will spend up until the point where you know, the marginal return on the marketing dollar is zero in a sense. Sort of what I mean is if our conversion funnel improves, we will spend more on lead gen because it'll be more economical. We'll be able to spend more up until the point where the marginal cost is zero and vice versa. What's been happening recently is as our conversion funnel is impacted by higher losses in the portfolio, our target sort of unit economics contracts.
Peter Christiansen (Director, Digital Assets and FinTech Services Equity Research)
Great. Thanks for the color, Sanjay.
Operator (participant)
We will take our next question from Mike Ng with Goldman Sachs. Please go ahead.
Mike Ng (Equity Research Analyst)
Hey, good afternoon. Thank you very much for the question. I just had two. First, I was just wondering if you could tell us what the transaction fee rate, you know, as a percentage of funded principal was in the quarter, you know, obviously ex the servicing fees, and how we should think about the opportunity to continue to take pricing going forward. Then secondly, I was wondering if you could talk about how much of the principal in the quarter was, you know, self-funded off of the Upstart balance sheet versus, you know, just the core model. Thank you very much.
Dave Girouard (Co-Founder and CEO)
Yeah, thanks, Mike. This is Dave. I'll take the first part of the question, let Sanjay perhaps answer the second. In the first, we're able to basically increase revenues by increasing fees on a per loan basis. As Sanjay was suggesting earlier, our acquisition spend per loan at a time like this can go down a lot. In effect, the unit economics on each loan is significantly better, much more sort of gross profit per loan, albeit at a lower loan volume. Those are things within our control, which is why, you know, our contribution margin has gotten higher during this time.
I think that's, you know, sort of a form of pricing power that means we can, when we would need to be in a little bit of a defensive mode, can make sure that we're monetizing well enough to cover our expenses, et cetera. We view that as a very positive part of our platform.
Operator (participant)
We will take our next question from Simon Clinch with Atlantic Equities. Please go ahead.
Simon Clinch (Research Analyst)
Hi, guys. Thanks for taking my question. I was wondering if we could just start with the contribution margin. I was just wondering if you could talk about how 'cause the guidance was 59% in the quarter. You've fallen quite short of that, but it also implied that I think you're tracking well above that's probably entering the quarter. I'm just kinda curious about the dynamics that go into contribution margin that are within your control and not within your control and how to think about that going forward.
Sanjay Datta (CFO)
Yeah. Hey there. This is Sanjay. Yeah, that's a great question. So, I guess the dynamics on the contribution margin are, you know, it was up from last quarter, 47% to approximately 54%. It was sort of our guidance. Maybe one simple way to think about it is, you know, when we are funding constrained as a platform, we tend to expand contribution margins, and we do that by expanding take rates. It makes sense to do that when you're funding constrained. Now when you're borrower constrained, you sort of do the opposite. You wanna solve for volume and you can, you take down your take rates a little bit and expand volume. I think we probably assumed we'd be funding constrained for all of this past quarter.
In reality, we've sort of bounced back and forth a little bit. We've been, you know, at times funding constrained and at times borrower constrained. At those times where we've been borrower constrained, we've actually, you know, acted to reduce contribution margins a little bit. I think that we are sort of bouncing around between those two states. As we go into Q4, to the extent we are funding constrained in any given period of time, our contribution margins would be above the numbers that we produced and probably closer in line to what we had guided. To the extent we are, you know, borrower constrained, and again, the borrower constraints really come from the fact that our macro index is so high that the approval rates are low.
You'll see sort of lower conversion rates more in line with how we looked in Q2 probably. You know, the outcome is sort of a function of where we are between those two states.
Simon Clinch (Research Analyst)
Okay. Appreciate that. I was wondering if you could jumping back to the structure of your funding and sort of the appetite of the investor base at the moment. I mean, could you go a little bit. I mean, how far have you got in terms of exploring the idea of, you know, shifting the base towards more long-term investors? Maybe just update about your thinking on that.
Sanjay Datta (CFO)
Yeah. Sorry, could you just repeat the very last part of your question? What is our thinking in terms of what?
Simon Clinch (Research Analyst)
about the shift towards, you know, finding more longer term, capital type investors.
Sanjay Datta (CFO)
I see. Well, just to describe it at a high level, I mean, historically, you know, we've been sort of like, you know, three quarters institutionally funded and about a quarter bank funded. That ratio has changed and you know, the percentage of bank funding on our platform has grown quite a bit. It's been a more stable source of capital. The institutional world has obviously been a lot more volatile. Then within the institutional side, you know, I think there's a desire, as we talked about it last quarter, to enter into some more strategic transactions, some more sort of committed sort of type partnerships. I would just say we're in a number of encouraging conversations, but they're all quite preliminary.
I think we view this as being something that's not gonna happen overnight. It's something that you know, to the extent we get into those types of partnerships, they're not out of a sense of urgency. It's more about doing the right thing for the future of the platform. I think those partnerships are available, but they may take some time to put into place because they're important and large and strategic. You know, nothing more concrete than that to report on that right now. I think we're pretty encouraged at the opportunities that are out there.
Simon Clinch (Research Analyst)
Okay. All right. Thanks.
Operator (participant)
We'll go next to James Faucette with Morgan Stanley. Please go ahead.
Sandy Beatty (Equity Research Associate)
Thanks. This is Sandy Beatty on for James. A question on the forward flow funding process. How volatile is that month to month? You mentioned some summer optimism. I'm trying to get a sense of how volatile is that? What factors determine that volatility? Is it cost of capital, opinions about future credit performance? How do those conversations typically go? Is there any insight that you can provide us into that process?
Sanjay Datta (CFO)
Sure. Yeah. Hi, this is Sanjay again. I wouldn't necessarily characterize it as volatile insofar as, you know, volatile as ebbs and flows. I really would characterize it as a level of funding that degraded pretty steadily, you know, let's call it between, I'd say March and August, or July/August. Since then it's been at a pretty stable level. Although, you know, obviously one month that was much lower than earlier in the year. Since then, it's not like there's been a bunch of comings and goings.
I think you could sort of characterize it as there's been a number of partners of ours, funding partners of ours, predominantly with those who have worked with us for a longer period of time, who have been steady and stable in their activity. There's been a lot of people who maybe those who've been working with us for a lesser period of time and are a little bit more sort of dependent on the ABS markets. They've largely sat on the sidelines as they're sort of waiting to see how the world plays out.
Sandy Beatty (Equity Research Associate)
Got it. Then just to follow up on profitability in terms of the quarter and also the guidance, how are you thinking about managing that cost structure going forward? How should we think about impact from the recent workforce reductions and how that might reduce pressures or reduce costs on a run rate basis?
Sanjay Datta (CFO)
Sure. Yeah. I mean, I think of the components of our cost structure, we think about the contribution margin, obviously, and we sort of guided that at a level next quarter that's, you know, I would say comparable to where we are now, so something in the mid-50s. The reduction in force that we did really will have, you know, as that runs its course, a positive impact on contribution margins. Because really that was about right sizing, you know, the size of the onboarding team that's processing the incoming loans to be a bit more in line with the volumes that we have.
With respect to what we call the fixed sort of payroll between our engineering and technology teams and our general and administrative teams, there we've pretty much you know paused hiring except for a couple of very strategic roles that are you know important to fill. I think you could expect to see a stable sort of fixed OpEx base. That's something that you know we continue to sort of evaluate every quarter. I think we like the size of that OpEx base given where we are now. Obviously, you know, the world can take a number of different directions, and if we start to recover, we'll be in good shape. If we continue to degrade, we'll continue to sort of evaluate as we go.
You know, beyond what we've done with the existing reduction in force, there's no plans in place to go any further at this time.
Sandy Beatty (Equity Research Associate)
Got it. Thanks for taking my questions.
Sanjay Datta (CFO)
Thank you.
Operator (participant)
We will take our next question from Vincent Caintic with Stephens. Please go ahead.
Vincent Caintic (Specialty and Consumer Finance Analyst)
Hi. Thanks for taking my questions. First question actually on the slide 12 in your deck, the Upstart platform performance versus target is recovering slide. Just wondering if you could talk about that in more detail and, you know, seeing that that's improved, just wondering, you know, essentially when you think maybe investor demand can come back or volume demand can come back. You know, if the customer is being priced in 800 basis points higher and your investors are seeing 500 basis points higher, is there, you know, when do you think we can maybe see visibility into improving demand, whether it's on the credit demand side or in the borrower demand side?
Sanjay Datta (CFO)
Yeah. Hey, Vincent, this is Sanjay. It is a great question. In a sense, it's a million-dollar question for us. I mean, I think, you know, return of sort of confidence and funding and the institutional side sort of requires a convergence of those two lines. In a sense, we're chasing a trend that's on the prior slide, or I guess it would be on slide 10, the Upstart Macro Index. Like, that's the thing that is the moving target for us, and our models are calibrating as that is evolving.
You know, compared to where we thought in terms of those two lines converging where we thought we were last quarter, it turns out we're on the lower side of our confidence interval now because you know, the defaults in the world have continued to rise. It really is a question of, you know, when will that default trend stabilize? As and when it does, you'll see those models converge quite quickly. In fact, the target returns themselves have gone up. I should clarify, this is obviously something that blends the returns and the performance of all of our loans, whether they're, you know, on the bank channel side or the institutional side.
If you look at the return targets on the institutional side, that's really where the 500 basis points sort of number has come in. Yeah. It's a bit down to how the macro evolves from here and how conservatively we're pricing with our models. I think we've signaled confidence in where we are now and where we're pricing loans now. Obviously, you know, the world needs to play out a little bit, so we can demonstrate that.
Vincent Caintic (Specialty and Consumer Finance Analyst)
Okay. Understood. Thank you. A follow-up question just on the costs. I guess when we're thinking about the long term and thinking about some of the investments in new products that you're making versus maybe in the near term, where maybe there's not a lot of volume or trying to be conservative on expenses, how do you kind of manage the two? Because it does sound like, you know, if you're building out the small business portfolio, building out auto lending, maybe there's some traction going on there. But maybe you could help us understand, you know, when would you be the balance between being conservative on the investments or on the expenses versus long-term opportunities with these products. Thank you.
Dave Girouard (Co-Founder and CEO)
Yeah. This is Dave Girouard. The way we think about that is we would like, to the extent possible.
Continue to invest or even increase investment in the future products because that's obviously what our franchise is built on and what will lead to significant growth in the future. What we've been able to do is maintain that growth and actually continue to invest in the products. A lot of that, you know, we can see internally. I've shared some of the metrics with you in terms of actual improvements made to each of the products. We don't actually benefit from them until really the funding and the economic situation is on a better footing. We're a little bit building toward the future. I think the good news is we have not cut back on that investment in the future of our products.
When I think we're in a more normalized environment, we will very quickly see the benefit of things. You know, just by way of example, we have the highest ever rate of automated loans. 75% of the loans in our platform in Q3 had no human intervention in them, and that's a record high for us. We're not really benefiting from that, as a business until we get to a place where, you know, loan funding when loan prices aren't so high, loan funding is abundant, et cetera. I think across the board, if you looked at each of our products, they're actually getting better very quickly, and the teams are making very good use of this time, though the payback won't be till some point in the future.
Sanjay Datta (CFO)
Okay. That's very helpful. Thanks so much.
Operator (participant)
We will take our next question from Arvind Ramnani with Piper Sandler. Please go ahead.
Arvind Ramnani (Managing Director)
Hi. Thanks for taking my question. You know, I just had a couple of questions. One, you know, just as you think about the next, you know, kind of, 12 months, you know, what are some of the downside scenarios? You know, like, I mean, if the macro gets a lot worse, you know, would you expect like kind of further deterioration in your business just given sort of the strong exposure you'll have to the macro?
Dave Girouard (Co-Founder and CEO)
Sure, Arvind. Well, look, no doubt any business looking to the future of the economy, there are downside scenarios for everybody. We're not different than that. I mean, we're a fairly simple business in many ways that we have fixed costs, and then we have contribution margin to offset those. Certainly if macro continued to deteriorate significantly, that would probably translate into lower volumes in our platform. At some point, we would look at our fixed costs and ask whether we can afford that. Our first goal is, of course, retain you know solvency in the sort of solid footing the company is on. We have a large cash balance. We have relatively low fixed costs. And that's really helped us, you know, all through our existence.
We don't have any fear other than look, the thing we want to keep doing, and thus far we've been able to do so, is investing in the products. Certainly there are scenarios we could imagine that are so bad that we would have to cut back investment or pause products, et cetera. We don't see that today. I think today we have enough volume and enough contribution margin to keep, you know, optimistically investing for the future, and that's what we would hope.
Arvind Ramnani (Managing Director)
Right. As you think of your, you know, kind of, I would think of existing cash burn and sort of projected cash burn, which I'm sure you're making adjustments, you know, with just on some of your expense line. When do you think you may need to go sort of raise kind of additional capital, whether in the form of equity or debt?
Dave Girouard (Co-Founder and CEO)
We don't see any need to do that, Arvind. Honestly, our cash burn today is quite small, even in the very constricted position we're in. I mean, I think our volumes are pretty dramatically lower than they were, yet our cash burn is fairly minimal. We don't see a scenario where we have to raise cash. As Sanjay said, we have over $800 million in cash as well as loan assets on the balance sheet. That's just not something we anticipate at this time.
Arvind Ramnani (Managing Director)
And, and-
Sanjay Datta (CFO)
Arvind, this is.
Arvind Ramnani (Managing Director)
Thank you.
Sanjay Datta (CFO)
San-
Arvind Ramnani (Managing Director)
Sure. Go ahead.
Sanjay Datta (CFO)
I was just gonna maybe put some quick back of the envelope numbers to that. Our cash sort of fixed expense burn across payroll and OpEx every month is about $30 million. You know, even a zero origination scenario, we're getting a servicing stream of revenue that's about $15 million. There's sort of maybe this sort of $15 million dollar delta every month that we have to rely on contribution margin for to cover. That's sort of like on a downside scenario, what the gap might be. You know, as you saw, we've got about $800 million in total cash on the balance sheet. As we said that can take us for-
Arvind Ramnani (Managing Director)
Okay.
Sanjay Datta (CFO)
For quite some runway.
Arvind Ramnani (Managing Director)
Right. Yeah. I guess you can be quite patient in that case. Yeah.
Sanjay Datta (CFO)
Correct.
Arvind Ramnani (Managing Director)
That's pretty much the questions I had.
Sanjay Datta (CFO)
Thank you.
Operator (participant)
We will take our next question from David Chiaverini with Wedbush Securities. Please go ahead.
David Chiaverini (Equity Research Analyst)
Hi. Thanks for taking the question. I'm looking on slide 11 at the in-period losses versus expectations. Can you walk through what this is telling us? Is it basically saying that 25%, that loss in-period defaults are 25% above what you were modeling it? I guess marrying that with slide 10 with the UMI at 1.7, should we expect this line on page 11 to go up towards 70%? Just could you talk through that a little bit?
Sanjay Datta (CFO)
Yeah. Hey, David, this is Sanjay. Sure. Yeah, these are important questions. Let me start with slide 11. This is essentially in any given sort of calendar period along the X-axis for all of the loans we have outstanding at that time. It's not a cohort view. It's just all, you know, of all vintages that are existing in, you know, Q3 of 2022, what were the losses incurred in that period versus what had been modeled at the time of origination. You know, that would say that, you know, of all the vintages that were still active or outstanding in that quarter, the losses were 25% higher.
Now obviously, a lot of those same vintages composed the populations in the prior quarters that were, you know, below or on target. You're correct in that what is causing this in a sense is what you see on slide 10, which is our sort of expression of the macro impact in the environment. Now the fact that the macro index is at 1.7 doesn't suggest that they're, you know, we're 70% higher than what we had modeled. I guess the other side of the equation is where are we pricing loans? Today we're pricing loans at a 2.0 sort of equivalent macro index.
To put another way, if that macro index stays at 1.7, and we're pricing new loans at a 2.0, they should in fact overperform. They should come under losses by, you know, to the tune of, you know, 17%. Seventeen, 20%. Because we rapidly adjust the model to recalibrate to where the sort of UMI is trending, we are sort of able to, in a sense, price these trends into the loans. You know, to get back to your original question, what should we expect that line to do on slide 11 going forward? You know, a lot of the existing loans, to the extent the economy continues to degrade, they are already priced. Yeah, as the economy degrades, then those losses will increase.
You're also got fresh production of loans being put into the population that are priced at much higher UMIs. The answer will be somewhere in the balance of those two.
David Chiaverini (Equity Research Analyst)
Very helpful. Thanks for that. My second question relates to promotional activity in the third quarter related to gift cards. Was this new, and are you able to say how much that contributed to originations in the third quarter? What level should we expect in the fourth quarter if that's going to continue?
Sanjay Datta (CFO)
Sure. Yeah. Hey, this is Sanjay again. You know, I guess taking a step back, I think that the way to think about that, and I sort of alluded to this in one of the prior questions, is in Q3 itself, we had sort of gone back and forth between a funding constrained environment and a borrower constrained environment. In a sense, the availability of funding or lack thereof is competing with, you know, the loss trends in the economy and our ability to approve.
You know, there was some period of time in Q3 where we were actually borrower constrained, and we took that decision to sort of run a marketing campaign where we provided some incentives in order to get some of the origination numbers up a little bit. I think the overall impact on the numbers is pretty de minimis. It was de minimis within that month and certainly within the entire quarter. It wasn't a very big impact, but you know, it just arose from the fact. Go ahead.
Dave Girouard (Co-Founder and CEO)
Oh, sorry, Sanjay. I was gonna say, I mean, what you're seeing there is we are pretty constantly trying to find the lowest cost source of borrowers, and in that case, I believe it was really incenting people that are already on our platform that essentially had no other acquisition costs associated with them. What we're generally doing in all periods is trying to, you know, acquire users at the lowest possible cost and gift cards to promote someone who has no other associated cost with them, meaning from digital or from direct mail or from a partnership, et cetera, can be a very good way to do that.
David Chiaverini (Equity Research Analyst)
Very helpful. Thanks very much.
Operator (participant)
There are no further questions at this time. Mr. Girouard, I will turn the conference back to you for any additional or closing remarks.
Dave Girouard (Co-Founder and CEO)
Thanks, all. Thanks for listening. We definitely appreciate this. It's been a challenging time, particularly for the mission that we're on and the business that we've chosen. We are confident in it. We're committed to it, and we need to make sure we make all the right decisions now, particularly in terms of credit performance as well as being sort of fiscally responsible. We're extremely confident that all the investments we're making today continuing to do are gonna lead us to a much stronger position, and we'll be in a growth mode again soon enough. Thanks all for listening today.
Operator (participant)
This concludes today's call. Thank you for your participation, and you may now disconnect.