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Earnings Call Analysis
Q2-2024 Analysis
360 DigiTech Inc
Despite the ongoing macroeconomic challenges, the company recorded a solid performance by adhering to a prudent execution and quality development strategy. Total net revenue for Q2 increased to RMB 4.16 billion, up from RMB 3.9 billion in the same period last year, driven by growth in on-balance sheet loans and value-added services. The net take rate also saw a year-over-year rise, reaching approximately 4.4%. Non-GAAP net income surged by 23% year-over-year to RMB 1.41 billion, underlining the company's operational efficiency and strong capital management.
The company made notable progress in optimizing its operations and improving efficiencies amid a challenging macro environment. It reduced its overall funding costs by 50 basis points sequentially and 150 basis points year-over-year due to strong relationships with financial institutions and new ABS issuances. Additionally, the company saw a sequential improvement in revenue take rates for both its capital-heavy and capital-light business segments. Sales and marketing expenses were reduced by 12% quarter-on-quarter and 16% year-over-year as the company controlled the pace of user acquisition.
The company has been proactive in tightening overall credit standards, which has led to a gradual improvement in risk metrics. The 90-day delinquency rate was reported at 3.4%, though this was inflated due to a deliberate reduction in risk-bearing assets. Investors are encouraged to focus on key leading risk indicators such as the day 1 delinquency rate, which improved to 4.8% in Q2 from 4.9% in Q1, and the 30-day collection rate, which increased to 86.3% from 85.1% over the same period.
The company continues to generate strong cash flow, with approximately RMB 1.96 billion cash from operations in Q2. Total cash and cash equivalents rose to RMB 8.5 billion. To return value to shareholders, the Board approved a dividend of USD 0.30 per Class A ordinary share or USD 60 per ADS for the first half of 2024. Additionally, the company executed a share repurchase plan, repurchasing approximately 10.7 million ADS in the open market for USD 211 million at an average price of USD 19.7 per ADS.
The company continues to leverage cutting-edge technologies to enhance its services. It improved its AI-driven chatbot capabilities, achieving a speech recognition accuracy rate of over 93% and an intent recognition accuracy rate of more than 95%. Investments in these technologies have bolstered operational efficiency and user engagement, reaffirming the company's commitment to innovation in the fintech sector.
Looking ahead, the company maintains a disciplined approach to managing risks and expects continued improvement in its take rate. For Q3 2024, non-GAAP net income is expected to be between RMB 1.55 billion and RMB 1.65 billion, representing year-over-year growth of 31% to 40%. This positive outlook illustrates the company's confidence in meeting its financial and operational objectives despite external uncertainties.
Ladies and gentlemen, thank you for standing by, and welcome to Qifu Technology's Second Quarter 2024 Earnings Conference Call. At this time, all participants are in a listen-only mode. After the speakers' presentation, there will be a question-and-answer session. [Operator Instructions]. Please also note that today's event is being recorded. At this time, I'd like to turn the conference over to Ms. Karen Ji, Senior Director of Capital Markets. Please go ahead, Karen.
Thank you, Amblin. Hello, everyone, and welcome to Qifu Technologies' Second Quarter 2024 Earnings Conference Call. Our earnings release was distributed earlier today and is available on our IR website. Joining me today are Mr. Wu Haisheng, our CEO; Mr. Alex Xu, our CFO; and Mr. Zheng Yan, our CRO.
Before we start, I would like to refer you to our safe harbor statement in the earnings press release, which applies to this call as we will make certain forward-looking statements. Also, this call includes discussions of certain non-GAAP financial measures. Please refer to our earnings release, which contains a reconciliation of the non-GAAP financial measures to GAAP financial measures. Also, please note that unless otherwise stated, all figures mentioned in this call are in RMB terms. Before we start, we would like you to know that today's prepared remarks from our CEO will be delivered in English using an AI-generated voice. Now, I will turn the call over to Mr. Wu Haisheng. Please go ahead.
Hello, everyone. Thank you for joining us today. Despite the ongoing macroeconomic challenges since the start of 2024, we achieved a solid performance by adhering to our prudent execution and quality development strategy. By the end of Q2, our platform empowered a total of 160 financial institutions and served more than 53 million users with approved credit lines on a cumulative basis. During the quarter, we further solidified our business foundation and improved asset quality and operational efficiency with a keen focus on the quality of loans. These efforts enabled us to significantly improve our risk performance and record the highest quarterly profit over the past 11 quarters, highlighting the strong resilience of our business.
I would like to thank our entire team for their persistent drive for excellence and ongoing self-development, which has enabled us to navigate an ever-evolving market environment. At the same time, we are building a more open ecosystem and adopting a platform approach to create value for both users and financial institutions, aiming to further expanding the boundary of our business. In Q2, our revenue increased by 6.3% year-over-year to RMB 4.16 billion, with our net take rate increasing by over 1 percentage points year-over-year to roughly 4.4%. Non-GAAP net income increased by 23% year-over-year to RMB 1.41 billion. While non-GAAP net income per diluted ADS increased by 32% year-over-year to RMB 9.16. Thanks to our outstanding operational results and efficient capital allocation, our ROE in Q2 continued to outperform industry peers coming in at 25.4% during the quarter.
Despite facing macroeconomic headwinds, our asset quality has steadily improved in Q2. Based on our keen insights into risk, we proactively tightened our overall credit standards over the past 3 quarters, iterating risk strategies across loan facilitation, credit operations and post credit processes to improve risk metrics. Risk indicators for new loans have started improving since November last year and stabilized in the first half of this year. For loan collection, we further optimized collection resources to boost efficiency as line control issues have been largely resolved. Asset quality of the overall loan portfolio steadily improved in Q2 with day 1 delinquency rate decreasing by 10 basis points, while 30-day collection rate increased by around 1.2 percentage points sequentially.
This positive trend in risk performance continued into Q3. With the optimization of risk strategies already in place, we are confident in our ability to deliver on our operational and financial objectives for the second half of the year. During Q2, liquidity in the financial system was relatively ample and market interest rates remained in a downward trend. With robust asset quality, we maintained our negotiating leverage on the funding side to further drive down costs. We also maintained the pace of ABS issuance with RMB 4.6 billion issued in Q2. ABS issuance during the first half of the year increased 30% compared to the same period last year. Overall funding costs in Q2 decreased by another 56 basis points sequentially, resulting in a total decrease of 132 basis points for the first half of the year. This notably improved the take rate for our capital-heavy business.
For the second half of the year, we expect funding costs to maintain largely stable with potential to slightly decrease further. In terms of user acquisition, we focused on acquiring and retaining high-value users while further diversifying acquisition channels and boosting efficiency. In Q2, we adopted a relatively prudent customer acquisition approach with a reduction in marketing spending. Among new credit line users, unit acquisition costs remained flat sequentially, while the percentage of high-value users increased by 6.8 percentage points. Our acquisition channels further diversified with loan volume from our embedded finance business more than doubling year-over-year. The percentage of new credit line users from this channel increased from 36.4% in Q1 to 37.7% in Q2.
We also partnered with a wider range of traffic platforms under the embedded finance model, including e-commerce, O2O and short-form videos. Leveraging our strong user profiling and risk management capabilities, we have empowered these platforms to better serve a diverse user base. Furthermore, we are proactively exploring collaborations with financial institutions under the embedded finance model by jointly serving the existing users who are currently underserved by the financial institutions, we will create new avenues for user acquisition. So far, we have entered preliminary partnerships with a number of financial institutions. This collaborative model is expected to significantly enhance service efficiency for financial institutions, improve the user experience and promote financial inclusion over the long-term.
We are also building a comprehensive credit tech service platform based on users' risk profiles and values by empowering financial institutions with a diverse range of products, services and collaborative models. We aim to promote financial inclusion across the board. For financial institutions, we have improved underwriting efficiency by providing more precise user profiling and better fund asset matching tailored to different risk appetites and return preferences. For end-users, we have expanded the breadth and depth of our services by introducing a more diverse range of financial institutions and a broader price spectrum. We have also enriched our user loyalty program with additional benefits and improved our long-term retention through differentiated user operations.
By upgrading from a loan facilitation model to a platform model, we are expanding our total addressable market and extending the user life cycle, enabling us to boost operational efficiency and long-term profitability while balancing risks. In Q2, we further optimized the structure of our business with a higher contribution from the capital-light model. The percentage of loan volume under the ICE model increased slightly to 24.6%, with the revenue take rate as a percentage of loan volume increasing by 54 basis points from the same period last year.
Our Technology Solutions business continued to make steady progress. During the first half, we established partnerships with 7 additional financial institutions, bringing the total number of financial partners to 12. Our Chief DigiTech brand has won broad recognition across the banking industry and is now among the first-tier players in the market. As of the end of June, our end-to-end technology solutions facilitated nearly RMB 2 billion in bank loans cumulatively with outstanding balances exceeding RMB 1 billion. Loan volume compound monthly growth rate reached 14% during the first half of the year. Of the new financial partners we onboarded this year, our solutions will be deployed and launched with 5 of them between August and September, driving further growth for this business. Our technology solutions have achieved an 80% standardization rate, offering financial institutions, digital enhancements in operations, risk management and products based on hybrid deployment.
We are also seeing growing synergies between our tech solutions and credit businesses. Through our integrated solutions covering technology empowerment, joint operations, loan facilitation and user referrals, we will further deepen our support for financial institutions and expand our customer reach. We continue to invest in cutting-edge technologies with a strong focus on expanding the application of AI and large language models in the fintech sector to enhance user experience and improve operational efficiency. We upgraded over 10 modules in our efficiency-focused AI copilot system, enhancing supervision, summarization and analysis of collection teams work to better support supervisors in managing both collection teams and cases. Currently in the testing phase, the upgraded system processes a 1,000 word call in just 5.3 seconds on average. Once rolled out in full scale, we expect the system to handle around 100,000 calls per day.
We're also leveraging the large language model to enhance our chatbot capabilities and communication efficiency and enrich the variety of scripts, increasing the average number of exchanges per core by over 10% and boosting script iteration efficiency by 40%. Additionally, we are also strengthening the copilot systems fundamental capabilities through ongoing upgrades to our automatic speech recognition, ASR technology. By integrating our proprietary T-Fusion framework model, we have achieved a speech recognition accuracy rate of more than 93% and an intent recognition accuracy rate of more than 95% in a complex context. T-Fusion has also set a new industry benchmark for the lowest character error rate, making us one of the top performers in China. Notably, this achievement was recognized by Interspeech 2024, a leading global conference on the science and technology of spoken language processing.
Looking back at the first half of the year, we successfully navigated a challenging macro environment and made significant improvements in both asset quality and profitability. We also upgraded our business model and enhanced user engagement through differentiated strategies. Additionally, we strengthened synergies between our tech solutions and credit businesses, reinforcing our platform position. As we look into the second half of the year, we will maintain prudent operations to effectively manage risks while continuing to iterate products and services, expand strategic partnerships and build a sustainable growth engine. We believe many of our current initiatives will continue to generate positive results in the near future. Supported by the steady growth of our earnings, we have proactively optimized capital allocation and maintained a fast pace of share buybacks so far this year.
Our combined payout ratio leads the industry as well as the majority of Chinese ADRs. Moving forward, we will continue to create value for shareholders through substantial buybacks and dividends. With that, I will now turn the call over to Alex.
Okay. Thank you, Haisheng. Good morning and good evening, everyone. Welcome to our second quarter earnings call. While macro environment was still challenging, we continue to make good progress to optimize operations, improve efficiencies, reduce risk exposure and deliver strong financial results in the second quarter. Total net revenue for Q2 was RMB 4.16 billion versus RMB 4.15 billion in Q1 and RMB 3.9 billion a year ago. Revenue from credit-driven service capital heavy was RMB 2.91 billion in Q2 compared to RMB 3.02 billion in Q1 and RMB 2.79 billion a year ago. The year-on-year growth was mainly driven by growth in on-balance sheet loan and the contribution from other value-added services, partially offset by a decline in off-balance sheet loans. On balance sheet loans account for over 28% of the total loan volume in Q2.
Overall funding costs further declined over 50 bps sequentially and over 150 bps year-on-year with the help of our strong relationship with financial institution partners and new ABS issuance. Revenue from Platform Service capitalize was RMB 1.25 billion in Q2 compared to RMB 1.14 billion in Q1 and RMB 1.13 billion a year ago. The year-on-year growth was mainly due to strong contribution from ICE and other value-added service, substantially offsetting the decline in capital-light loan facilitation. Overall, the contribution from platform service further increased as we try to strike an optimal balance between risk-bearing and non-risk bearing assets in an uncertain macro environment. In Q2, we saw continued sequential improvement in revenue take rates for both cap-heavy and cap-light business.
During the quarter, average IRR of the loans we originated and/or facilitated was 21.6% compared to 21.5% in the prior quarter. Looking forward, we expect pricing to be fluctuate around this level. Sales and marketing expense decreased 12% Q-on-Q and 16% year-on-year, as we intentionally control the pace of user acquisition in an uncertain environment. We added approximately 1.3 million new credit line users in Q2 versus $1.45 million in Q1. Unit cost to acquire new credit line users was essentially flat Q-on-Q. We will continue to make timely adjustments to the pace of the new user acquisition based on macro environment from time to time, and further diversify our user acquisition channels. Meanwhile, we will also continue to focus on reenergizing existing user base as repeat borrowers historically contribute the vast majority of our business. 90-day delinquency rate was 3.4% in Q2. The ratio was calculated by dividing outstanding balance of on- and off-balance sheet loans that were 9 months past -- sorry, 3 months past due with a total outstanding balance of on-and off-balance sheet loans across our platform at the end of the quarter.
As we continue to purposely cut our exposure to certain risk-bearing assets, total outstanding balance of on-and off-balance sheet loans reduced by approximately 15% sequentially in Q2. Therefore, the 90-day delinquency rate was mathematically inflated by roughly 18%, which is somewhat misleading. Furthermore, as we discussed in previous calls, these metrics is backward looking in nature and provides little value to help investors understand our asset quality trend. We strongly recommend investors focus on key leading risk indicators such as day 1 delinquency and 30-day collection rates. Day 1 delinquency rate was 4.8% in Q2 versus 4.9% in Q1. 30-day collection rate was 86.3% in Q2 versus 85.1% in Q1. The 30-day collection rate has since recovered to a similar level of Q3 2023 in recent months. We expect to see continued gradual improvement in these risk metrics in the coming quarters.
As macro uncertainty persists, we continue to take a prudent approach to book provisions against potential credit losses. Total net provision for risk-bearing loans in Q2 were approximately RMB 1.31 billion versus RMB 1.38 billion in Q1. The modest sequential decline in new provision was mainly due to Q-on-Q decline in off-balance sheet capital heavy loan volume, while the new provision booking ratio rising sequentially. Write-backs of previous provisions were approximately RMB 480 million in Q2, as overall portfolio risk metrics improved, we expect additional write-backs in the coming quarters. Provision coverage ratio, which is defined as a total outstanding provision divided by total outstanding delinquent asset-heavy loan balance between 90 and 180 days were 421% in Q2 compared to 414% in Q1. Non-GAAP net profit was RMB 1.41 billion in Q2 compared to RMB 1.2 billion in Q1. The significant improvement in profitability was mainly due to better asset quality and operational efficiency as well as the favorable mix changes.
Effective tax rate for Q2 was 33.1% compared to our typical ETR of approximately 15%. The higher-than-normal ETR was mainly due to approximately RMB 380 million withholding tax provision related to the large sum of cash distribution from onshore to offshore with dividend payments and share repurchase program during the quarter. With solid operating results and higher contribution from capital-light models, our leverage ratio, which is defined as risk-bearing loan balance divided by shareholders' equity was 2.4% in Q2 at historical low. We expect to see this leverage ratio fluctuated around this level in the near future. We generated approximately RMB 1.96 billion cash from operations in Q2, flat Q-on-Q. Total cash and cash equivalents was RMB 8.5 billion in Q2 compared to RMB 8.3 billion in Q1. Nonrestricted cash was approximately RMB 6.3 billion in Q2 compared to RMB 5.3 billion in Q1.
As we will continue to generate strong cash flow from operations, we believe our current cash position is sufficient to support our business development and to return to our shareholders. In accordance to our current dividend policy, our Board has approved a dividend of USD 0.30 per Class A ordinary share or USD 60 per ADS for the first half of 2024 to holders of record of Class A ordinary share in ADS as of the close of business day on September 27, 2024, Hong Kong Prime and New York time, respectively. This represents the second consecutive time we raised our semiannual dividend. On March 12, 2024, we announced a new share repurchase plan to repurchase up to RMB 350 million worth of ADS over a 12-month period starting April 1, 2024. As of August 13, 2024, we have in aggregate purchased approximately 10.7 million ADSs in open market for a total amount of approximately USD 211 million, inclusive of our commissions at an average price of USD 19.7 per ADS under the 2024 purchase plan.
The pace of the repurchase is significantly faster than time schedule. The proactive execution of share repurchase plan further demonstrate management's confidence and commitment to the future of the company, and the management intend to consistently use her repurchase to achieve additional EPADS accretion in the long run. With the full execution of current share repurchase program and the dividend policy, we are generating the highest combined yield on a recurring basis amongst Chinese ADRs to our shareholders. Before we move on to discuss financial outlook, I would like to spend a few minutes to talk about the technology solutions business. We start to offer other technology solutions in large scale in early 2022, which provides financial institutions on-site deployed risk management SaaS modules that help FI partners improve credit assessment results.
In Q2, these solutions facilitated approximately $22.56 billion loan volume. However, this service only generated marginal returns even after more than 2 years ramping and do not meet our internal ROA target. As a result, we have decided to gradually discontinue this service by the end of 2024. The decision will have a negligible impact to our overall financial metrics. Meanwhile, since the mid of 2023, we start to offer end-to-end technology solution to financial institutions, which covers various aspects of FI partners' operations. Such offerings should generate higher returns that satisfy our internal criteria when fully scale up. That said, the ramping of our end-to-end technology solution is still in its early stage and it's facilitated approximately RMB 685 million of loan volume in Q2. Given the above-mentioned changes starting Q3 2024, we will provide pro forma information regarding loan volume and loan balance for the ongoing business and the intended discontinued business to better reflect year-on-year and sequential trend.
We will strongly suggest investors and analysts make necessary adjustment to your respective financial models as well. Finally, regarding our business outlook, while we start to see some tentative signs of marginal improvement in demand, we will continue to take a prudent approach and focus on enhancing profitability and efficiency of our operation for second half of 2024. Meanwhile, changes in business mix overall over the last few quarters will also result in a change in the pace of revenue booking. As such, we expect to see continued improvement in overall take rate for the remainder of the year. For the third quarter of 2024, the company expects to generate non-GAAP net income between RMB 1.55 billion and RMB 1.65 billion, representing a year-on-year growth between 31% and 40%. This outlook reflects the company's current and preliminary view, which is subject to material changes. With that, I would like to conclude our prepared remarks. Operator, we can now take some questions.
Thank you. [Operator Instructions]. We will now take our first question from the line of Richard from Morgan Stanley.
[Foreign Language]. So, 2 questions for me. One is loan volume for second half of 2024, not so 2025, as well as any expected changes in take rate. Secondly is, obviously, the profit guidance for the quarter is quite strong. Any drivers behind that. Thank you.
[Foreign Language]
Okay. I will do the translation. [Interpreted] First, regarding the loan volume growth, we expect loan volume to grow in the second half of the year compared to the first half, mainly because a few reasons. The first one on demand side, we observed that credit demand is relatively stable recently, and the user activity level has slightly increased in June and July with the logging initiation rate of app users rising by about 7% compared to May. Second, on risk side, the improvement of risk matrix is on track and the momentum continues in Q3, which gives us more comfort that we can open up a little bit our past ratio and the credit line to enhance the activity of our existing users. Third, in terms of new customers, we have diversified our channels and improve our efficiency in customer acquisition in the first half of this year. And the quality of new customers has been significantly optimized. Thus, we may try to invest more to attract new users through diverse channels in the second half.
Fourth one, our platform strategy is basically to use diverse cooperation model with more financial institutions to serve a more diversified user base, which will enhance our customer coverage and the conversion rate. So, in summary, we have done a lot of work in the first half of this year, giving us more room to try and open a bit, given the improving demand and risks. So, we believe that the loan volume in the second half of the year will increase to some extent. At the same time, this work is also laying a foundation for our longer-term growth.
[Foreign Language]
[Interpreted] Regarding the take rate, I would like to address that the main drivers of our profit growth in Q3 is mainly attributed to 3 reasons. The first reason is the credit cost and funding costs will continue to decline in Q3. Second reason is that through our platform strategy, we not only enhance our users' coverage, but also achieve better monetization. And third reason is that in Q3, the proportion of asset-light business model will be further increased and the revenue recognition pace of asset-light model is relatively faster, which is also a reason for the rise in our take rate in Q3. So based on these reasons, we believe that the take rate in Q3 may not be a normal level, and we won't expect our take rate to rise continuously in the future, given we have been keeping -- improving on the take rate in the past quarters. So, in the long run, we believe 4% to 4.5% is a relatively reasonable level for our sustainable take rate.
Our next question comes from the line of Emma Xu from Bank of America.
[Foreign Language]. So, congratulations on the very strong results amid the macro challenges. And we noticed that Hongyi Zhou has resigned as the Chairman and Director of the company. So, what are main considerations behind these divisions and will it have an impact on the company's operations?
[Foreign Language]
[Interpreted] Thanks, Emma. Mr. Hongyi Zhou has resigned from his position as Chairman and Director of the Board of the company, mainly due to personal reasons. We also believe that the company has become a mature enterprise in fintech space and hopes that the company can develop more independently, maintaining its own brand and development strategy. As our largest shareholder, Mr. Zhou is very confident in the company's long-term development and has been increasing his holdings in the company's stock in the secondary market over the past 2 years. According to our annual report, Mr. Zhou and his affiliates increased his holdings by 1.58 million ADS between February 2023 and February 2024, and he also increased its holdings during the window period this year. Mr. Zhou has not been involved in the company's day-to-day operations in the past, so his resignation will have no impact on the company's operations.
In the future, Mr. Zhou will continue to provide his valuable insight to the company, particularly in areas of strategy and AI. So, on behalf of our management team, I would like to express our heartfelt gratitude to Mr. Zhou for his contributions to the company during his tenure as Chairman. Thank you.
Our next question comes from the line of Alex Ye from UBS.
[Foreign Language]. So, we have noticed that the company has further accelerated the pace of share buyback since the Q1 results in middle of May and it's also faster than the original schedule of 1 year for the RMB 350 million buyback quarter. So, I'm wondering what's the consideration behind this? And then should we be expecting, the company will be able to maintain this pace of buyback for the rest of the year?
Okay. Alex, I will take this one. So yes, as of August 13, we have purchased USD 211 million worth of stock out of the 350 million authorizations, which is about 60% into the program much faster than the time schedule. And the reason we are accelerating our repurchase during that period is, for one, is because the macro environment is still pretty challenging. And the market itself is still very much undervalued the company's stock. We want to use that opportunity to do more repurchase, and this will allow us to create additional EPS accretion and ultimately maximize the value of our existing shareholders. Since we already finished the 60% in about 1/3 of time of the plan, going forward, we will continue to execute the repurchase program based on the market condition. And if the market consistently undervalue our equity, we will probably will maintain a continued very active pace in the market and complete the current program ahead of the time schedule.
Our next question comes from the line of Yada Li from CICC.
[Foreign Language]. Then I will do the translation. Hello management. The first one is about the funding cost. What are the main reasons for the decline on the average funding cost? Is it the ABS insurance or more discounts on the required returns by the financial institutions. And if you look at these 2 parts separately, how much room is still there for the decrease of funding costs in the future. Secondly, the asset quality of the company has stabilized and improved. What are the main reasons to see this trend? And from the cost -- from the credit cost perspective, when we see the asset quality returns to the level of normal years, how much will it be optimized and in what pace should we see the optimization in the future?
[Foreign Language]
[Interpreted] Okay. Thanks, Yada. First, in terms of the overall funding cost reduction, the significant reduction in the funding costs for our capital-heavy loan facilitation this quarter is the most important driving factor. And the cost of ABS, which was already quite low has further decreased in this quarter. In addition, we have seen a slight increase in the proportion of ABS from a funding structure perspective. So, these 3 factors have collectively led to an overall decrease in the funding cost by 56 basis points sequentially in Q3. Looking ahead, we believe that funding costs will remain largely stable with a possibility of a slight decrease, a room for further reduction is quite limited.
[Foreign Language]
[Interpreted] Our overall risk indicators, mainly in the day 1 delinquency rate and the 30-day traction rate showed stability and improvement in Q2, mainly for 3 reasons. First, in light of the macro uncertainties, we took a more cautious approach in new loan origination in Q1 and Q2, significantly improving the quality of new loans through a substantial optimization of risk models and strategies compared to the Q3 and Q4 of last year. Second, in Q2, we further optimized the structure of asset and funding merchants by selectively introducing more financial institutions that can complement our risk capabilities or risk appetite. We have formed a differentiated and complementary cooperative model with these financial institutions in risk management, making our asset quality more robust and solid.
Third, in terms of managing the risk of the existing loan balance, we continue to optimize post loan operations in Q2. For example, by strengthening advanced reminders for customer repayments, we effectively reduced our day 1 delinquency rate. At the same time, we optimized the management and the performance review of the external collection team, which also helped us to improve the traction rate. Regarding the second half of the year, based on the current risk performance, as Haisheng just mentioned, we may more directly open up a bit in terms of our cost ratio and the credit limits to enhance the engagement of our existing customers. At the same time, we have clear management measures to further optimize the user base structure, including further optimizing credit limits and the pricing combination, comprehensively upgrading customers' rights and optimizing the customers' experience on our app product side. This will increase the portion of high-quality users in the overall asset portfolio. Thus far, we believe second half overall risk performance should be better than the first half and on a relatively stable trend.
Thank you. We will now take our last question from the line of Cindy Wang from China Renaissance.
[Foreign Language]. So, the company has maintained a relatively conservative pace of customer acquisition in the first half of this year. So, what is the management's view of the pace of customer acquisition in the second half of this year? And will CAC be roughly the same as the first half of this year?
[Foreign Language]
[Interpreted] Thanks, Cindy. Regarding your question, we will say in the second half of the year, we may accelerate a bit our customer acquisition pace compared to the first half. This is because all the efforts we have put in profitability improvement in the first half is bearing food, giving us more confidence to acquire new customers. Furthermore, we are continuously expanding our customer acquisition channels, making our customer acquisition approach increasingly diversified. Our customer acquisition is not just limited to information flow advertising, but quite diversified. Over the past few quarters, our embedded finance model has maintained rapid growth with the ROA also being continuously optimized. At the same time, we are expanding to more API channels, such as e-commerce, short video and other scenarios.
We are also exploring embedded finance model with banks' apps. We are also referring some of our high-quality dormant users to the banks. All these initiatives will help us expand our customer reach or boost our loan volume. In our world, we are not simply pursuing loan volume growth, but quality loan growth, thus achieving an overall improvement on our business housing. Even at a similar scale, the quality of our business now is significantly better.
Thank you. We have now reached the end of the question-and-answer session. Thank you very much for all your questions. I'll now turn the conference back to the management team for closing comments.
Okay. Thanks again for everyone to join us for the call. If you have additional questions, please feel free to contact us offline. Thank you. Have a good day.
Thank you for your participation in today's conference. This does conclude the program. You may now disconnect.
[Portions of this transcript that are marked [Interpreted] were spoken by an interpreter present on the live call.]