Schrödinger Q3 2024 Earnings Call Transcript

Quartr
Provided by Quartr
November 12, 2024

There are 15 speakers on the call.

Operator

Thank you for standing by. Welcome to Schrodinger's Conference Call to review our Q3 2024 Financial Results. My name is Madison, and I will be your operator for today's call.

Operator

At this time, all participants are in a listen only mode. Later, you will have the opportunity to ask questions during the question and answer session. Please be advised that this call is being recorded at the company's request. Now I would like to introduce your host for today's conference, Ms. Sharon Madden, Senior Vice President of Investor Relations and Corporate Affairs.

Operator

Please go ahead.

Speaker 1

Thank you, and good morning, everyone. Welcome to today's call, during which we will provide an update on the company and review our Q3 2024 financial results. In addition to our press release announcing our Q3 results, we also issued a press release announcing our new research collaboration and expanded software licensing agreement with Novartis. Both press releases are available on our website at schrodinger.com. Here with me on our call today are Ramy Farid, Chief Executive Officer Karen Akinsanya, President of R&D Therapeutics and Jeff Porges, Chief Financial Officer.

Speaker 1

Following our prepared remarks, we'll open the call for Q and A. During today's call, management will make statements that are forward looking and made pursuant to the Safe Harbor provisions of the Private Securities Litigation Reform Act of 1995, including, without limitation, statements related to our outlook for the full year 2024, our plans to accelerate growth of our software business and advance our collaborative and proprietary drug discovery programs the timing of, initiation of, and readouts from our clinical trials the clinical potential and properties of our compounds the anticipated benefits of our collaboration with Novartis, the use of our cash resources and our future expenses. These forward looking statements reflect our current views about our plans, intentions, expectations, strategies and prospects, which are based on the information currently available to us and on assumptions we have made. Actual results may differ materially due to a number of important factors, including the considerations described in the Risk Factors section and elsewhere in the filings we make with the SEC, including our Form 10 Q for the quarter ended September 30, 2024. These forward looking statements represent our views only as of today, and we caution you that, except as required by law, we may not update them in the future, whether as a result of new information, future events or otherwise.

Speaker 1

Also included in today's call are certain non GAAP financial measures. These non GAAP financial measures are not prepared in accordance with generally accepted accounting principles and should be considered only in addition to and not a substitute for or superior to GAAP measures. Please refer to the tables at the end of our press release, which is available on our website for reconciliations of these non GAAP measures to the most directly comparable GAAP measures. And with that, I'd like to turn the call over to Rami.

Speaker 2

Thanks, Jaren, and thank you everyone for joining us today. At Schrodinger, we are transforming the way therapeutics and materials are discovered. Our industry leading computational platform combines proven physics based methods with the speed of machine learning to accelerate molecular discovery. Our platform is used by thousands of companies and research institutes worldwide, including every major pharmaceutical company and the success of collaborators and co founded companies reflects the power of our approach. Today, we are very pleased to review the progress we have made across the business this quarter, beginning with this morning's exciting news of our collaboration with Novartis.

Speaker 2

Under the multi target collaboration, Schrodinger and Novartis will combine pre existing research efforts to advance therapeutics for a number of undisclosed targets outside of oncology. Schrodinger will receive $150,000,000 upfront and be eligible to receive up to $2,300,000,000 in milestone payments as well as mid single digit to low double digit royalties on sales. This collaboration is a testament to the track record of our world class discovery and translational science teams who are leveraging our leading computational platform at scale. Novartis also signed an expanded multiyear software agreement that substantially increases their access to our computational technology and enterprise informatics platform. The collaboration and software license agreement with Novartis combines further development of programs from our portfolio, commitment to develop candidates against targets of mutual interest and increased scale deployment of our software by Novartis.

Speaker 2

We are seeing increased demand for these combination drug discovery software arrangements that leverage synergies between different components of our business. Turning to our financial results, total revenue for the Q3 was 35,300,000 and software revenue was $31,900,000 While software revenue was slightly below our expectations, we are excited about the opportunities we have to finish the year strongly. Customer engagement is high. We are confident about the expected scale of customer renewals and scale ups through the end of the year and we have raised the lower end of our software revenue growth guidance for the year. Jeff will discuss our Q3 financial results and updated guidance in more detail shortly.

Speaker 2

We continue to see progress and value from companies we have co founded. Ajax Therapeutics recently dosed the 1st patient in their 1st Phase 1 study. Nimbus announced updated Phase onetwo clinical data for their HBK1 inhibitor and we added 48,000,000 to our cash balance as a result of Lilly's acquisition of Morphic. Our proprietary pipeline is also advancing and we look forward to reporting initial data from all three of our clinical stage programs next year. Through the remainder of the year, we see clear opportunities to drive software growth, extend our scientific leadership and advance our collaborative and proprietary pipeline.

Speaker 2

I will now turn the call over to Karen, who will discuss the Novartis collaboration in more detail and provide an update on our proprietary pipeline.

Speaker 3

Thank you, Rami, and good morning, everyone. The collaboration we announced today with Novartis builds on more than a decade of productive collaborations with pharmaceutical partners and companies we've co founded. This significant new agreement underscores our track record of generating high quality candidates for clinical development and the growing interest across the industry in scaling up the use of our physics based computational platform to solve drug design challenges. Over the last few years, we have leveraged our expertise in experimental structural biology and protein structure refinement together with our computational platform to pursue novel insights and chemical matter for compelling 1st in class targets outside of oncology. A selection of these undisclosed programs were licensed to Novartis as part of this transaction.

Speaker 3

Schrodinger and Novartis will now combine our existing research efforts to advance therapeutics for these programs and collaborate on additional targets of mutual interest in Novartis' core therapeutic areas. The decision to partner these programs with Novartis reflects our view that their deep therapeutic area and clinical expertise will amplify and accelerate the opportunity to move these programs through development after candidate selection and potentially to commercialization.

Speaker 4

This partnership is emblematic of

Speaker 5

our business development

Speaker 3

and translational science strategy. Of our business development and translational science strategy to leverage the extensive capabilities and experience of specific partners to advance and maximize the potential of certain proprietary programs. The Novartis collaboration is also an example of an important initiative that we have implemented in recent years. The juxtaposition of a drug discovery collaboration and significantly expanded software access enables peer to peer platform learning while pursuing joint therapeutic programs. This enhances knowledge transfer and firsthand understanding of the impact of the platform during the scale up journey, facilitating wider adoption in the future.

Speaker 3

Turning briefly to our proprietary pipeline. We are continuing to make progress in our 3 clinical stage programs. SGR1505, our MORT1 inhibitor, is advancing in a Phase I study in patients with relapsed refractory B cell lymphomas. SGR 2921, our CDC7 inhibitor, is also advancing through a Phase I study in patients with relapsed refractory acute myeloid leukemia or high risk myelodysplastic syndrome. Earlier this year, we initiated the Phase 1 study of our Wee1Mt1 co inhibitor SGR 3515 in patients with advanced solid tumors.

Speaker 3

We are encouraged by the progress of the studies and are on track to report initial clinical data from all 3 programs in 2025. We recently presented data supporting the differentiated profiles of our molecules. Last month at the 2024 ENA triple meeting, we presented preclinical data for SGR 3515, demonstrating a favorable pharmacological profile and dosing schedule enabled by co inhibition and synthetic dosing schedule enabled by co inhibition and synthetic lethality of V1 and MIT1. Also at TNA, we presented an update on our PRMT5 MTA program, which highlighted a series of highly selective molecules with potential for best in class pharmacological properties. Behind these programs, we are pursuing additional 1st in class and best in class opportunities that have the potential to generate value through new ventures, partnerships or by advancing them independently.

Speaker 3

We look forward to reporting continued progress across our pipeline over the coming months. I'll now turn the call over to Jeff.

Speaker 6

Thank you, Karen, and good morning, everyone. Q3 was a very productive quarter for Schrodinger. During the quarter, our software revenue grew by 10%. And for the 1st 9 months of the year, our software growth of 11% is in line with our expectations and the usual timing of large renewal opportunities. We initiated the Predictive Talks project, funded in part by the grant from the Gates Foundation.

Speaker 6

And today, we announced a significant new multi target drug discovery collaboration with Novartis, diversifying our collaborations into new therapeutic areas. Our clinical programs continue to advance. And during the Q3, we realized $48,000,000 from the successful sale of Morphic to Lilly. We bolstered our cash reserves as a result of this sale and expect our capital position to increase as a result of the collaboration we announced today. Software revenue in Q3 was just below the lower end of our expectations, driven by a slower than expected ramp in our activities for the Predictive Talks initiative in August and the associated slower recognition of the revenue from the grant from the Gates Foundation as well as small software opportunities that were deferred or reduced compared to our expectations.

Speaker 6

We expect the shortfall in the revenue for the Gates funded grant to be made up over the remaining quarters of the grant. Based on these expectations and our outlook for the quarter, we have narrowed and increased the lower end of the range of our software revenue growth guidance for the year. Drug Discovery revenue was significantly lower in Q3 than Q2 and compared to Q3 in the prior year. This reduction was based on revenue recognized from milestones and upfronts the prior periods that did not recur in Q3. Based on the time of year milestones for the remainder of the year, we now expect drug discovery revenue for the year to be in the range of $20,000,000 to $30,000,000 compared to the prior guidance of $30,000,000 to $35,000,000 Based on the recently announced Novartis collaboration, we expect our drug discovery revenue to increase in 2025.

Speaker 6

In Q3, our software revenue was $31,900,000 and increased by 10% compared to the same period a year ago. The increase was driven by increases in hosted revenue as existing large and midsized customers transitioned to hosted software licenses, and existing hosted customers increased the size of their contract during renewals. Hosted revenue increased to 28% of total software revenue compared to 23% in the same period in 2023. The increase in hosted revenue was partially offset by decreases in on prem contracts as mid to large multiyear on prem customers from Q3 2023 did not have scheduled renewals in Q3 this year. Services and maintenance revenue were relatively flat year over year, and this also reflects more maintenance services being incorporated into hosted software contracts.

Speaker 6

Contribution revenue increased to $3,100,000 driven by the initial revenue recognized from the Gates Foundation for the predictive toxicology initiative added to the pre existing battery research grant. Drug discovery revenue was $3,400,000 in Q3 compared to 13.7 dollars Q3 last year. The lower drug discovery revenue was due to the reduced number of collaboration projects in Q3 this year compared to the prior year and the absence of significant milestones during the quarter. Total revenue was $35,300,000 in Q3 and decreased by 17% compared to the prior year. The decrease was due to lower drug discovery revenue in the quarter.

Speaker 6

Total revenue also declined compared to Q2 based on lower drug discovery revenue. Our software gross margin was 73.4% in Q3 compared to 75.7% in the same period a year ago and compared to 80% in Q2 this year. The gross margin in Q3 has been affected by the initial revenue recognized in the Gates' Predictor Talks collaboration and is likely to continue at a lower level than 2023 for the duration of the grant. Our cost of services for drug discovery was $9,100,000 in Q3 compared to $12,000,000 in Q3 last year and $8,800,000 in Q2 this year. The decrease in cost of drug discovery compared to Q3 last year is due to the smaller number of collaboration programs in our portfolio this year compared to last year.

Speaker 6

As we have noted in prior periods, some of the FTEs and other expenses previously reported in drug discovery cost of services are now being reported in R and D that are supporting our proprietary internal programs. Looking ahead, this reallocation may be subject to the balance between collaboration and proprietary projects and should move in the other direction as we ramp up our activity for the Novartis collaboration. Our overall gross margin was 50% in Q3 2024 compared to 56% in the same period a year ago. The difference was due to lower drug discovery revenue this year and the lower software gross margin. In Q3 this year, R and D expense was $51,000,000 compared to $47,000,000 in Q3 last year and compared to $51,000,000 in Q2.

Speaker 6

The year over year increase in R and D was mostly driven by increased FTE associated expenses in both our platform and therapeutic R and D activities. As in prior periods, our drug discovery R and D was a little over half of our total reported R and D expense in the quarter. Sales and marketing expenses were $10,300,000 in Q3 2024 and increased by 13.6% compared to Q3 last year and by 7% compared to Q2 this year. The increase in sales and marketing expense was primarily due to higher FTE expenses supporting our software commercialization. G and A expense was $24,800,000 in Q3 this year and increased by 4% compared to Q3 in 2023 and by 6% compared to Q2 2024.

Speaker 6

G and A expense increased based on FTE driven costs and royalty obligations associated with the sale of Morphex stock. These were offset by reduced professional services expenses and taxes. Total operating expenses were $86,000,000 compared to $80,000,000 in Q3 last year and compared to $84,000,000 in Q2. The increase compared to last year was mainly due to higher R and D. For Q3, operating loss was $68,400,000 compared to a loss of $56,000,000 in Q3 2023 and a loss of $53,000,000 in Q2 this year.

Speaker 6

The change in fair value of equity method investments in Q3 was $25,500,000 driven by the increase in the value of our investments in Structure and Morphic during the quarter. The same period last year, we reported a reduction in the value of these investments of $14,500,000 In Q2, we reported a reduction of $5,800,000 in the value. Other income was $4,700,000 in Q3 compared to $5,800,000 in Q3 last year and compared to $4,600,000 in Q2 this year. The decrease compared to the prior year was based on a lower cash balance this year. Total other income was $30,200,000 in Q3 compared to a loss of $8,700,000 in Q3 last year and a loss of 1,200,000 dollars in Q2 this year.

Speaker 6

Our tax benefit was $100,000 and our net income was a loss of $38,000,000 or $0.52 per share. In Q3 a year ago, we reported a net loss of $62,000,000 or $0.86 per share. The lower net loss was due to higher gain on equity method investments offsetting higher loss from operations in Q3. Our diluted and basic share count was $72,800,000 compared to $71,900,000 in the same period of 2023 compared to $72,700,000 in Q2 this year. For the 9 months of this year, our software revenue was $101,000,000 increased by 11% compared to the same period of 2023.

Speaker 6

Our drug discovery revenue declined from $52,000,000 to 18,500,000 dollars based on the nonrecurring milestones recognized and larger collaboration portfolio last year. Our total revenue year to date is $119,000,000 compared to $142,500,000 in the same period last year. Our software gross margin is 76.5% for the 1st 9 months of the year compared to 77% for the comparable period last year. Favorable trends in expenses were offset by the effect of recognizing the revenue and costs for the Gates collaboration in the most recent quarter. Operating expenses increased from $231,000,000 in the 1st 9 months of 2023 to $257,000,000 in the 1st 9 months of this year.

Speaker 6

The increase was mainly due to higher R and D expenses. Our loss from operations for the 1st 9 months was $189,000,000 compared to $148,000,000 in the same period a year ago. Other income was $42,000,000 for the 1st 9 months compared to $222,000,000 for the same period in 2023 when we recognized the distribution from the sale of Nimbusistic 2 to Decatur. Net income year to date is a loss of $147,000,000 or $2.02 per share. This compares to net income of $71,000,000 and EPS of $1 for the same period of 2023.

Speaker 6

Our cash used in operations this quarter was $33,000,000 compared to $50,000,000 in Q3 last year. Our cash and marketable securities balance increased to $398,000,000 at the end of Q3 compared to $382,000,000 at the end of Q2. This increase was based on the realization of $49,000,000 from the sale of shares in co founded company equity positions during the quarter, which offset our operating cash burn. Before I share our updated financial guidance for the year, I would like to make some general comments about the financial implications of the collaboration we announced today. 1st, while the upfront payment is cash that we should receive around year end, the revenue associated with that cash will be recognized over several years as we execute the drug discovery projects in the collaboration.

Speaker 6

We expect there to be some ramp up over several quarters associated with these projects, so the drug discovery revenue contribution this year will be very modest. The collaboration is also associated with a significant multiyear software contract that substantially increases Novartis' access to our technology. The software contract will contribute considerable revenue in Q4 as on prem software revenue and will also contribute some revenue recognized ratably over the full 3 year period of the contract. This Q4 software revenue contribution is consistent with the updated financial guidance for the year. Based on our news today and the outlook for the balance of our business, we are narrowing the range of our software revenue guidance from 6% to 13% to 8% to 13%.

Speaker 6

The remaining uncertainty is not about whether outstanding software renewals occur, but about the scale of the contracts and the final terms and timing and their effect on revenue. We are lowering our drug discovery revenue guidance to $20,000,000 to $30,000,000 from $30,000,000 to $35,000,000 The lower range reflects our reduced probability of reaching collaboration milestones during the remainder of Q4 and the possibility of recognizing these milestones and other revenue from collaborations in 2025. The other aspects of our financial guidance are unchanged. We still expect operating expense growth to be significantly lower in 2024 than 2025. Our operating cash use guidance is unchanged, but will be influenced by the timing of receipt of payment from Novartis around year end.

Speaker 6

We're very excited about the outlook for the rest of the year and this new collaboration, which sees another global pharmaceutical company recognizing the value of our approach to drug discovery, particularly when deployed at scale. We see many additional opportunities for similar increases in scale at other large biotech and pharma companies as well as additional collaborations. Our proprietary research efforts were a significant part of this collaboration, and we look forward to disclosing clinical data from our programs next year. I'll now turn the call back to Ramy.

Speaker 2

Thanks, Jeff. We are very pleased with the progress we have made this year and the opportunities we have to deliver on our full year results. I'd like to acknowledge the extraordinary efforts of our employees. Our achievements are a direct result of their dedication, commitment and hard work. At this time, we'd be happy to take your questions.

Operator

Thank you. We will take our first question from Michael Yee with Jefferies. Please go ahead.

Speaker 7

Hey, good morning guys. This is Matt on for Mike. Thanks so much for taking the question. Can you expand just a bit on the key drivers here that give you confidence in the extent that the deal today helps you with that guidance? And any other trends that you would maybe highlight or point to that give you confidence this quarter and moving forward as well?

Speaker 7

Thanks.

Speaker 5

Sure. Matt, the Q4 has always been or at least in recent years, a large proportion of annual revenue. If you look back the last few years, it's been in the range of 42% to 44% of total revenue and the software. And we expect that to be similar this year. So, we are on track to close the renewals necessary to meet that narrowed guidance range.

Speaker 5

Clearly Novartis is a significant component of that. But it's not the only component of it. And we're in discussions with multiple other companies about the nature of their renewals. So as I said in my prepared remarks, it's whether the renewals, the number of years of the renewal, the exact mix between on prem and hosted revenue all influences where we come in that range. But we are very confident about the range.

Speaker 5

We're very confident about the discussions we're having. Clearly, we're sort of almost halfway through the quarter now. So that's the basis for the increased confidence that we've conveyed within our range.

Speaker 8

Thank you.

Operator

Thank you. And we will take our next question from Mani Foroohar with Leerink Partners. Please go ahead.

Speaker 4

Hey guys, thanks for the question and congratulations on the deal. As I'm looking at the updated guidance, Jeff, should we think about the narrow drug discovery guidance as reflecting a timing event, I. E. Should we be looking to perhaps a more fulsome 1Q, 2Q next year in drug discovery?

Speaker 7

And I have

Speaker 4

a quick follow-up.

Speaker 5

Thanks, Marty. Yes, I think in my prepared remarks, I indicated that the basis for the reduction in the range was related to uncertainty about timing of events around the end of the year. So, I think that our confidence about next year is considerable already. We're not giving formal guidance about next year, but you can see some of the opportunities that we were anticipating towards the end of the year where we're being cautious about in terms of timing. And then clearly, the Novartis deal is a significant announcement with respect to next year as well.

Speaker 5

So all of those things give us pretty high degree of confidence coming into the year.

Speaker 4

That's helpful. And you some of the commentary on Novartis deal and that give us some color on how you guys are thinking about the opportunity set around renewals in with large existing partners. If you guys could help comment a little bit on what you're seeing in terms of new partner, new client, new customer adds and to what extent we should think about opening of the capital markets and exposure to biotech funding cycles in terms of new client formation as being a contributor over the next few months? And what you guys are seeing in that slice of the end market for you guys?

Speaker 5

Yes. Thanks, Mike. We are seeing positive new inquiry with respect to small companies interested in using our software. I think it's premature for us to be saying that they will be a significant contributor to our software growth. I mean, to a certain extent, we were also the numbers are getting fairly large.

Speaker 5

And so it would take quite a number of emerging biotech companies initiating use of software to offset what we're seeing with large companies. So, we remain very excited about the many large and frankly midsized companies who aren't using our technology at scale yet. And we're focusing our efforts on that kind of group of customers. But equally, we're open for business with emerging companies. And I think much of the inquiry we're seeing there is actually from private companies, pre IPO companies.

Speaker 5

I don't think we're seeing a significant tailwind in terms of companies that have access to public markets yet. That may be something we see next year and we're certainly prepared to respond to that in our sales organization is in dialogue with those sort of companies and frankly their investors. But so far it's not hitting our numbers.

Speaker 4

All right. Thanks. That's really helpful.

Operator

Thank you. We will take our next question from Scott Schoonhouse with KeyBanc. Please go ahead.

Speaker 9

Hey guys, this is Steve on for Scott. Just wondering what percent of your software book of business is now cloud versus on prem?

Speaker 5

So Steve, was your question what percentage of our book of business is hosted versus on prem?

Speaker 9

Yes, that's correct.

Speaker 5

Okay. So of our total software, in Q3, 28% was hosted, up from 23% last year. If you focus on just the contracts with customers,

Speaker 6

then that percentage is going

Speaker 5

to be even higher. I don't have the number in front of me, but it's going to be probably in the high 30% range. Now that number does go up and down from quarter to quarter. So as I indicated in my prepared remarks, because a significant part of the software license to Novartis will be on prem, the on prem piece will bump up. But I would encourage you to look at some sort of smooth long term trend to see the trajectory of the transition to hosting, which we think is going to continue over the next few years.

Speaker 9

Great. Thank you.

Operator

Thank you. And we will take our next question from Vikram Torajit with Morgan Stanley. Please go ahead.

Speaker 10

Good morning, everyone. This is Gaspar on for Vikram. With initial MOL-1 data expected shortly, could you recap for us your expectation of what you expect to report with this data release? And how you are internally defining success and establishing the hurdle for this readout? Thank you.

Speaker 11

So we've spoken about releasing data in the first half of twenty twenty five. This will be the first disclosure about our ongoing Phase 1 dose escalation study. The focus of that study is safety, PK, PD and early evidence of efficacy. So, in the disclosures next year, we expect to share an update on those data. In terms of the type of data we're looking for, obviously, more on is a very new mechanism.

Speaker 11

There's only one other set of clinical data out there. But we'll be looking to see, positive data obviously on the performance of our molecule, from a drug property point of view, but also, of course, looking for evidence of activity in a relapse through factory B cell Now, again, I want to remind you this is a dose escalation study. It is not, powered to do a full efficacy analysis, but of course, we'll be sharing whatever data we can when that release comes out.

Speaker 4

Thanks very much.

Operator

Thank you. And we will take our next question from Evan Segerman with BMO Capital Markets. Please go ahead.

Speaker 4

Hi, guys. Thank you so much for taking my question. Jeff, could you just talk a little bit more about how you're thinking about your P and L management and going forward, especially with all of these more advanced clinical programs? And just maybe just remind us, as we get to this readout, what's the bar for efficacy or how are you thinking about making these gono go decisions to advance your clinical programs beyond kind of Phase 1? Thank you, guys.

Speaker 5

Okay. Daryl, I'll jump in and talk about P and L and then you can talk a little bit about efficacy bar. So the we're pretty focused on bringing our expense growth rate down and seeing some operating leverage emerging from the top line. And I would say we've guided that our expense OpEx growth this year is going to be at low end of the prior range. So back into the single digits.

Speaker 5

And we are optimistic that we can continue to bring that down. Now conversely, we are committed to continuing to invest in our platform and to invest in our proprietary molecules. The collaborations sort of go through the income statement as you know in a different place. So what you're seeing in our R and D expense, which is the largest driver expenses, platform and proprietary molecules. As we look ahead for the certainly the immediate future, there isn't a large there isn't a lot of pressure to drive those expense items up.

Speaker 5

So, on the therapeutic R and D, you correctly point out that we're facing questions about clinical further clinical development. But I think we've been pretty clear that it would be very unlikely that we would advance on our own account all of the molecules in our portfolio. That's not our intention or our expectation. It's not what we're planning for financially. So we're optimistic that there are some opportunities to take them forward, that they will merge in the data next year, but not we will be committed to all of that.

Speaker 5

So, I think that we're on a pretty good path to managing the OpEx growth next year consistently with the trend that we've seen this year and start to really see that operating leverage kick in. So I apologize for the vague answer. We're in the process of finalizing our outlook and we'll give more detailed guidance for next year, but that's hopefully gives you a sense of the color.

Speaker 4

That's very helpful. Yes. And then on just the sorry, Karen, on the kind of go no go, I know I asked you this a lot, but now we're getting close. I'm curious this year if your views have changed or just how they've evolved. Thank you.

Speaker 5

The bar for efficacy for MOLT-one.

Speaker 11

Okay. So, first of all, this is a mechanism where we believe that there has to be evidence of monotherapy activity. This mechanism is sort of designed to really work in combination with standard of care. And I mean, BCL2 or BTK inhibitors where you're seeing the opportunity to expand the activity of those molecules or those mechanisms as activity of those molecules or those mechanisms as people become relapsed or refractory. But we think it's really important that MORT1, also CDC7 and REED1 offer monotherapy activity.

Speaker 11

And so that's the bar is looking for clear evidence that these mechanisms are having activity alone in terms of patient response and contributing essentially to duration of response once we get to combination studies.

Operator

We will take our next question from Joe Catanzaro with Piper Sandler. Please go ahead.

Speaker 9

Great. Thanks for taking my questions. I actually had a quick one on the PRMT5 space given your recent poster. There's been a couple of recent clinical updates for competitive PRMT5 program. So just wondering if you believe those data provide real clinical validation for that target.

Speaker 9

And when you look at those data, where do you see opportunities for your program to differentiate G8? Appreciate you're sort of still early in development there. Thanks.

Speaker 11

Yes. I mean, I think your point into the back of PRNG V is an exciting mechanism that sort of burst onto the scene a couple of years ago, benefiting obviously from the synthetic lethal relationship between PRMT V and MTA. Very interesting clinical data released last year at the triple meeting showing monotherapy activity in a very broad number of tumor types actually. And that includes really tough tumors like glioblastoma. The update this year, I think, has demonstrated that there is evidence of activity again across a number of tumors.

Speaker 11

But the question I think that we're all wondering about is whether the molecules that are out there today in the clinic are best in class. And we have pursued molecules that we believe offer the greatest opportunity to go after the broader set of tumors. That includes brain penetrance. We think that's really important given the strength of the signals that have been seen previously in glioblastoma. But also, other activity around DDI where we think that is going to be combined with other drugs actually to maximize the potential of the mechanism and the efficacy that's seen in combinations.

Speaker 11

And so these are some of the factors that we've been really focused on in our drug discovery efforts. And we also, I think in this abstract reported, we think we have an angle on maximizing that synergy between PRMT5 and NTA, we think could lead to deeper responses. So, as you said, it's early days for this program. We still are enthusiastic about PRMT5 NTA. And I think again, early days for our program, but excited to participate in what we think is going to remain an important mechanism for cancer patients.

Speaker 9

Great. Very, very helpful. Thanks for taking my question.

Operator

Thank you. And we will take our next question from Matthew Hewitt with Craig Hallum. Please go ahead.

Speaker 12

Hello. This is Talf on for Matt. I was wondering if you could give us an update on the predictive toxicity platform and if that is available to customers yet? Thank you.

Speaker 7

Sure. Yep. I can comment on that. It is not yet available sort of widely to our software customers. We're making now very good progress on expanding the number of targets that are part of the virtual panel.

Speaker 7

We're using that technology very extensively in our collaborations. And we expect to engage with customers in a sort of select way as we always do with technology like this where partners sort of get early access to it, but it's not widely available yet.

Speaker 12

Thank you.

Operator

Thank you. And we will take our next question from Brendan Smith with TD Cowen. Please go ahead.

Speaker 13

Hi. Thanks very much for taking the questions. Just a quick one from kind of expanding on the earlier question. I guess looking earlier in the pipeline and you have a few non oncology programs kind of listed there. Just really wondering as you kind of continue to expand some of your collaborations, how should we think about kind of the prioritization of programs in different spaces as they near the clinic?

Speaker 13

Is it fair to assume the non oncology assets are still the prime targets for collaborations and your focus remains on oncology? Or do you have plans today to eventually invest internally in actual clinical infrastructure, even for Phase 1 for some of those other areas yourself? Thanks very much.

Speaker 11

Yes, I actually really like that question. Something we've been thinking about a lot. Obviously, there's still significant unmet need in oncology. We think that our platform allows us to design really great molecules with great properties for that particular set of targets in that therapeutic area. And so we remain committed to highly validated targets in that space.

Speaker 11

However, we also think that, some of our work to come up with molecules for 1st in class targets and other large disease areas that include immunology, neuroscience, other huge disease areas that have very limited small molecule options, this is very important to us. And I think that we've been able to make significant programs, let's say, the undisclosed programs. And in terms of how we think about development of those, we believe that we are very well equipped not just to develop compounds in oncology. We've got a really great team that's executing on our current cohort programs. But we also believe that there is very strong opportunity for us to take a subset of programs in areas outside of oncology into Phase 1 studies and potentially beyond.

Speaker 11

We think that some of the targets we're focusing on have very clear value inflection points that will be apparent in Phase 1 very early on. And this comes from, I think, the foundation of pathways that they're in, where we know what the biomarkers and endpoints are that we can study in those Phase 1 studies. So, it is not the case that we are restricting our clinical development to just oncology. We intend to pursue a select number of our non oncology assets into Phase 1 as well.

Speaker 13

It's very helpful. Thank you.

Operator

Thank you. And we will take our next question from Michael Ryskin with Bank of America. Please go ahead.

Speaker 8

Hi. This is John Kim on for Michael. Good morning. You guys talked about the reduced really mean that you're unsure those milestones would be hit in general? Or can we think of them as a bit just pushed back?

Speaker 5

Yes. Look, I don't want to say that any milestone that's in the future is 100% certain. But I think trying to convey that our expectation is that those milestones will still be recognized next year rather than this year. But they're not until we get to the point, we're doing experiments. So we have to wait until the data comes through and then we have the discussions with partners.

Speaker 5

But that's our expectation. The other factor, of course, is also when there is elements of the Novartis collaboration, we start to get revenue recognized as well. I indicated in my prepared remarks that our expectation right now is that the drug discovery revenue contribution will be very small from that collaboration and that's simply because of the timing when we start doing work on the projects and then can recognize the revenue. But equally, I hopefully convey that we think that that will be a significant contributor to our revenue next year because by then we'll have the project teams up and running and we'll be executing the work on a number of programs in that collaboration.

Speaker 8

Got you. Noted. All right. I'll just keep it to 1. Thank you.

Operator

Thank And we will take our next question from David Lebowitz with Citi. Please go ahead.

Speaker 14

Good morning. John on for David. Thanks for taking our question. Can you talk about the revenue recognition and pricing dynamics of a hosted contract versus a non hosted contract post execution? And how do these revenue recognition dynamics differ for a standard 1 year contract versus a longer term agreement?

Speaker 14

Thanks.

Speaker 5

Great question. So the hosted contracts are recognized regularly over the period of the contract. So if it is a 1 year contract, then let's just say the ACV is $1,000,000 then roughly $250,000 per quarter over that year. And if it's a 3 year contract of $1,000,000 a year, roughly $250,000 per quarter for the 3 years. An on prem contract where the license server is on the premises of customer, the revenue shifts to be substantially recognized in the period in which the contract is initiated.

Speaker 5

So ballpark would be if it's a 1 year contract that is an on prem license, you could see as much as 80% of the revenue recognized in the period in which the license is signed. So that would be using my $1,000,000 contract, dollars 800,000 in the quarter. Now, these numbers are gross generalizations. All of our contracts have maintenance components. So we're providing services, we're providing updates, we're making sure that the technology is running for the customer.

Speaker 5

And so maintenance is recognized ratably as well. So this depends upon how many how much services component there is that can shift things over to ratable as well. And then lastly, let's just say a 3 year contract, as much as 2 thirds of the revenue could be recognized in the period in which the contract is signed. But again, that depends on the balance between maintenance services and the actual software in the contract. So, all of these contracts are different, but that is some broad principles that you could use to thinking about recognizing the value.

Speaker 14

Very helpful. Thank you very much.

Operator

Thank you. And I am showing no further questions at this time. That concludes today's call. You may now disconnect.

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Earnings Conference Call
Schrödinger Q3 2024
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