特斯拉在 10 月初宣布其 Q3 車輛交付數量,因物流問題交付不如預期,並且公司原預期今年交付量可成長 50%,進而本次會議中市場關注特斯拉未來的交付情況。
2022
2023
長期展望
使用警語:中文譯文來源為 Google 翻譯,僅供參考,實際內容請以英文原文為主
Martin Viecha - Senior Director for IR
Good afternoon, everyone, and welcome to Tesla's Third Quarter 2022 Q&A Webcast. My name is Martin Viecha, VP of Investor Relations, and I'm joined today by Elon Musk, Zachary Kirkhorn and a number of other executives. Our Q3 results were announced at about 3 p.m. Central Time in the update that we published at the same link as this webcast.
During the call, we will discuss our business outlook and make forward-looking statements. These comments are based on our predictions and expectations as of today. Actual events or results could differ materially due to a number of risks and uncertainties, including those mentioned in our most recent filings with the SEC. During the Q&A session portion of today's call, please limit yourself to 1 question and 1 follow-up. (Operator Instructions) But before we jump into Q&A, Elon has some opening remarks. Elon?
Elon R. Musk - Technoking of Tesla, CEO & Director
Thank you, Martin. So just to do a Q3 recap. Q3 was another record quarter on many levels. We had our industry-leading operating margin reach 17%. And our free cash flow surpassed $3 billion in Q3 and approached $9 billion in the past 12 months. As our factories ramp, we're looking forward to a record-breaking Q4. So it really, knock on wood, it looks like we'll have an epic end of year. So Q4 is looking extremely good.
On the production ramp, Giga Berlin achieved another milestone of 2,000 cars made in a week with very good quality and is ramping rapidly. Giga Austin or Giga Texas should reach this milestone very soon. And in fact just yesterday, we extrapolated yesterday's hold rate, it would be 2,000.
Our production of 4680 cells has tripled in Q3 compared to the previous quarter. We are finally gaining rapid traction on the 4680 cell. And its output is growing rapidly, and we expect it to start incorporating in cars and having it be a significant portion of our production here in Texas in the coming months. We also have our second generation of manufacturing equipment for 4680 cells in Texas, which continues to show great progress along with our original pilot line in Fremont.
The Fremont factory team once again reached record production in Q3. And we intend to keep raising production in Fremont.
Regarding Autopilot, at the end of September, we hosted our second AI Day and showed the first prototype of our Optimus robot, released updates on our training computer and high range of improvements of full self-driving software.
Our vehicles have now driven nearly 60 miles in full self-driving beta mode, and this number continues to grow exponentially. Our goal with that AI Day was to post recruiting, and we've seen a massive influx of world-class artificial intelligence engineer and scientist resume. So it generated a tremendous amount of interest from some of the best AI researchers in the world. I can't emphasize the importance of this enough because I think it finally has become clear to the smallest AI technologists in the world that Tesla is among the very best.
So this quarter, we expect to go to wide release of full self-driving beta in North America. So anyone who has ordered a full self-driving Beta -- full self-driving will have access to the FSD Beta program this year, probably about a month from now. So and then, obviously, any new -- anyone who buys a car and purchase a full self-driving option will immediately have that available to them.
So the safety that we're seeing when the car is in FSD mode is actually significantly greater than the safety we're seeing when it is not, which is a key threshold for going to a wide Beta.
Let's see, with respect to demand. We've got a lot of questions about demand in recent weeks. I can't emphasize enough, we have excellent demand for Q4, and we expect to sell every car that we make for as far in the future as we can see. So the factories are running at full speed, and we're delivering a recovery make and keeping operating margins strong. We are still a very small percentage of the total vehicles on the road. Of the 2 billion trucks on the road, we only have about 3.5 million. So we're about a long way to go to even reach 1% of the global fleet.
Let's see. Kind of based on my -- what people -- based on many things, but certainly questions I get on Twitter about buybacks. And I think every one of our Board members has gotten questions about buybacks. The -- we've debated the buyback idea extensively at the Board level. The Board generally thinks that it makes sense to do a buyback. But we want to work through the right process to do a buyback, but it's certainly possible for us to do a buyback on the order of $5 billion to $10 billion. Even in the downside scenario next year, even given if next year is a very difficult year, we still have the ability to do a $5 billion to $10 billion buyback. This is obviously pending Board review and approval. So it's likely that we'll do some meaningful buyback.
So in conclusion, while the market theme revolve around the short term, it's very important to focus on the long term. I can't emphasize this enough with investors. And I think long-time investors, obviously recognize this with Tesla. We have our sort of local ups and downs, but long-term trend has been extremely good. And several years ago I said, I think, on our earnings call, that I thought it was possible for Tesla to be worth more than Apple, which was then the highest cap company, I think, in the market. And Apple, at that time, I think was around $700 billion. And I said it required incredible execution, at least some luck.
And we didn't only achieve that. Tesla went, in fact, or passed Apple's market cap at the time. And now I am of the opinion that we can far exceed Apple's current market cap. In fact, I see a potential path with Tesla to be worth more than Apple and Saudi Aramco combined. So now that doesn't mean it will happen or that will be easy. In fact, I think it will be very difficult. It will require a lot of work, some very creative new products, managed expansion and, always, luck.
But for the first time, I am seeing -- I see a way for Tesla to be -- let's say, roughly twice the value of Saudi Aramco. I think that's -- I haven't quite seen that yet. I mean this is the first time I've seen that potential.
So we have an incredible product portfolio. I think we've got the most exciting product portfolio of any company on earth, some of which you've heard about, some of which you haven't. We're in the final lap for Cybertruck. We're building a Cybertruck line here at Giga Texas Austin and making a lot of progress in the robotaxi platform design.
And then with respect to batteries, we're moving as fast as possible to have -- to achieve 1,000 gigawatt hours a year of production capacity in the United States, vertically integrated. And our cap load refining, we're moving a ton of speed to do that.
So I think it's an incredibly exciting future and really an unprecedented future. None of this would be possible without the incredible team that we have here at Tesla. So I'd like to give a huge shout-out to all of our factory employees, engineers, executives and the whole Tesla team. You guys rock. You're the ones that make it happen. Thank you. Thank you, everyone.
Martin Viecha - Senior Director for IR
Thank you very much. And Zach has some opening remarks as well.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. Thanks, Martin. Just to continue on Elon's theme, I just want to thank and congratulate the Tesla team for achieving record vehicle deliveries, production and storage deployments in the third quarter.
On automotive profitability, our GAAP operating margin was 17.2%, with automotive gross margin at 27.9%. Operating margin is one of our best yet, with improvements in operating leverage. However, Austin and Berlin ramp costs weighed on our margins, particularly if you compare it to Q1.
Removing regulatory credits and Austin and Berlin, our operating margins would have been our strongest yet and auto gross margin would have been nearly 30%. Note that while small and growing, each car we build in Austin and Berlin is contributing positively to profitability.
We also continue to experience margin headwinds associated with macroeconomic conditions, as we've discussed at length on prior calls, In particular, raw materials, logistics and foreign exchange was a big part of this past quarter.
On energy profitability, we achieved our strongest gross profit yet for this business, driven primarily by record volumes of our Megapack and Powerwall products. Our free cash flows were also a record despite an increase in cars in transit at the end of the quarter, which has a negative impact on working capital.
Specifically on cars in transit, as noted in our press release on October 2, we've started to experience limits on outbound logistics capacity which we didn't anticipate. This issue is particularly present for ships from Shanghai to Europe and local trucking within certain parts of the U.S. and Europe. Our historical operating pattern of batch building by delivery region leads to extreme concentrations of outbound logistics needs in the final weeks of each quarter. Just to put this in perspective, roughly 2/3 of our Q3 deliveries occurred in September and 1/3 in the final 2 weeks. As a result, we have begun to smooth the regional builds throughout the quarter to reduce our peak needs for outbound logistics. We expect this to simplify our operations, reduce costs and improve the experience of our customers.
As we look ahead, our plans show that we're on track for the 50% annual growth in production this year, although we are tracking supply chain risks, which are beyond our control. On the delivery side, we do expect to be just under 50% growth due to an increase in the cars in transit at the end of the year, as noted, just above. This means that, again, you should expect a gap between production and deliveries in Q4, and those cars in transit will be delivered shortly to their customers upon arrival to their destination in Q1.
Boston and Berlin ramp costs will continue to weigh on margins, although we expect the impact to be less than what we saw in Q3. And as Elon mentioned, we are continuing to build as many cars as possible while also maintaining strong operating margins. Thank you.
Martin Viecha - Senior Director for IR
Thank you very much. And let's go first to the shareholder questions. The first shareholder question is: given the stringent battery content and assembly requirements for consumer tax credit eligibility under the Inflation Reduction Act, can you speak to Tesla's ability to meet those thresholds in each of 2023, 2024 and 2025 through your existing and planned supply chain?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, yes, I mean I think -- just at a high level I'd say, we do expect to fully meet the IRA's requirements. Do you want to add?
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. We view that passing of the Inflation Reduction Act there's a significant boost towards accelerating automation, while also scaling the battery supply chain at large in the United States. We expect Treasury to publish detailed guidance by the end of the year. Until such time, it's difficult to fully determine the eligibility criteria, but we believe Tesla is very well positioned to capture a significant share of that for solar storage and also electric vehicles.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes, I'd like to say we're -- like I said earlier, we're going to go basically pedal to the metal as fast as humanly possible to get to 1,000 gigawatt hours a year of production in the U.S., vertically integrated.
Martin Viecha - Senior Director for IR
Thank you. Let's go to the next question. The next question is, what updates can you offer on the backlog and the recent order intake trends, especially outside of the U.S. and especially in China?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, it's -- there's definitely -- China is experiencing a reverse of a recession of sorts, which is property market, simply from a property market mostly. And Europe has recession of sorts driven by energy. The U.S. actually isn't -- North America has a pretty good health. The Fed is raising interest rates more than they should, but I think they'll eventually realize that and bring it back down again.
Demand is a little higher than it would otherwise be. But as I said earlier, we are extremely confident of a great Q4, and we anticipate continuing to grow our vehicle production sales deliveries by -- on average 50% a year as far into the future as we can see.
Martin Viecha - Senior Director for IR
Thank you.
Elon R. Musk - Technoking of Tesla, CEO & Director
Actually I want to caveat, I should say, growing production by 30% every year because deliveries -- we're trying to smooth out the deliveries and not have this crazy delivery way at the end of every quarter. So in fact, we're just fundamentally running out of -- there weren't enough boats, there weren't enough trains, there weren't enough car carriers to actually support the wave because it got too big. So whether we like it or not, we actually have to smooth out the delivery of cars intra-quarter because there aren't just enough transportation objects to move them around.
Martin Viecha - Senior Director for IR
Thank you. The next question is, do you still expect 50% annualized growth for the foreseeable future? Is this also true specifically for the Chinese domestic market? Do you expect to need to cut the vehicle prices or offer incentives in any market to sustain demand? Or has demand remained stable? Or is it even rising? There are 3 questions there.
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, like I said, we want to sort of focus on a high level on what we think is possible here. To the best of our knowledge, we believe that Tesla will continue to grow deliveries and revenue production at a 50% or greater compound annual growth rate. It might occasionally be a year that is a little less, and then some years would be maybe a little more or a lot more. In some of our out-year planning, we see potential annual growth rates that are in excess of 50%.
Martin Viecha - Senior Director for IR
Thank you. The next question is, can you tell us more about the product feature road map beyond new models and FSD, and especially for interior and powertrain of existing vehicle models?
Elon R. Musk - Technoking of Tesla, CEO & Director
We could, but we won't. Sorry, guys, we can't like jumping on, on future product announcements.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Committed to continuing on.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes, we obviously are, yes. But we'll also be committed to continuous growth. Yes, at Tesla, we've always been committed to continuous improvement. So friends might have asked me like, when should I buy a car, I'm like, now. Because we just keep improving the cars. Always been the latest Tesla. Yes, there's still the latest Tesla.
I don't really -- yes, -- around the gain, we do have some big technology upgrade like Plaid. And by the way, I think the Plaid Model S and X are the best cars on earth. There's nothing even close, in my opinion. Just try one. Epic.
Martin Viecha - Senior Director for IR
Thank you. The next question is, we keep hearing of dire energy crisis in Germany this winter. What are Tesla's plans to combat power cuts? And will there be any delays in ramp-up in production from Giga Berlin because of this?
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes, I can take that. I think 2 points on this question. The first is that based upon everything that we know, we don't see this as a large risk to the company. Even if production did go down for a period of time, this is on near term, it doesn't have any impact on the long term of the company.
Elon R. Musk - Technoking of Tesla, CEO & Director
But we don't -- we have no indication whatsoever that we will have to cut our production in Germany.
Zachary John Planell Kirkhorn - Master of Coin & CFO
No. And we put in place backup plans, and we're working through the supply chain as well. Nearly all of our suppliers are prepared as well. So we'll see how this plays out, but it's not something that we're terribly worried about.
Martin Viecha - Senior Director for IR
Thank you. And the next question is, how is production planning going for the Cybertruck? What is the initial Phase 1 production target? When can we expect an update on pricing and final design?
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes. I mean as Elon said earlier, we'd be on -- so these preparations here in Giga Texas for Cybertruck, we're still on track to enter early production in the middle of next year. We started our data builds of all of the battery body in the existing...
Elon R. Musk - Technoking of Tesla, CEO & Director
When should I drop my beta?
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
In a few weeks. That's going well, and we continue ramping up through the end of next year and into 2023.
Elon R. Musk - Technoking of Tesla, CEO & Director
Great. Yes, the car is going to be sick and sick. That is going to be a hall of famer, next level.
Sorry, sorry, it took longer than expected, but there were a few things that got in the way, like insane global supply chain shortages like FedEx, force majeure, if there ever was one.
Martin Viecha - Senior Director for IR
Right. Thank you.
Elon R. Musk - Technoking of Tesla, CEO & Director
Of course, there's Tesla Semi, of course. So we'll be handing over our first production Tesla Semis to Pepsi on December 1. I'll be there in person. And we will begin ramping up production of the Tesla Semi, which is a max low, heavy truck. That's a Class A truck, Class A truck.
Zachary John Planell Kirkhorn - Master of Coin & CFO
No sacrifice to cargo capacity.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes, exactly, very important, no sacrifice to cargo capacity, 500-mile range. Just to be clear, 500 miles with the cargo. Yes, 500 miles with the cargo on level ground. Yes, sure. It's excellent. But the point is it's a long-range truck and even with heavy cargo. And the number of times people told me, "You can't, it's impossible to make a long-range heavy-duty Class A truck." And then I'll ask, well, what are your assumptions about what hours per kilogram and what hours per mile, and they look at me with a blank stare and then say hydrogen.
I'm like, no, that's not the answer. I was looking for numbers literally. It's not a number. It's a table. You obviously don't need hydrogen for heavy trucking.
And we'll be ramping up Semi production through next year. As I think everyone knows at this point, it takes about a year to ramp up production. So we expect to see significant -- we're tentatively aiming for 50,000 units in 2024 for Tesla Semi in North America. And obviously, we'll expand beyond North America. And these would sell -- I don't want to say the exact prices, but they're much more than a passenger vehicle. So with a few thousand, heavy trucks of this nature would be worth several Model Ys.
Martin Viecha - Senior Director for IR
Thank you. The next question is, what is the progress of the 4680 cell ramp? And what factors determine whether vehicles get 2170s versus 4680 cells? And how will that change in the next year?
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes, ramp is going well, as Elon said. Total output is up 3x quarter-over-quarter, and production is tracking to exceed 1,000 cars per week this quarter, as we said last quarter. Our focus is now shifting from 100% ramp to cost and further expanding production capacity in North America, as Elon also mentioned.
On the 2170 versus 4680, in our factories, we really attempt to minimize factory complexity and product changeover while still making sure we get enough new product into the field to learn how it is performing. And that sort of mix is going to shift as 4680 scales here and the overall factory ramp proceeds in Texas.
Elon R. Musk - Technoking of Tesla, CEO & Director
Right. Basically, production of 4680 ramp is growing exponentially. And yes, it's going well. We're just looking at this as just going to be a major back to the future.
Yes. And like I said, we're -- our goal is to strive towards 1,000 gigawatt hours a year of annualized production in United States alone by Tesla, not including [SpaceX.] It will be on top of that.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
We need to get 300 to 400 terawatt hours to accomplish our goal.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes, there's roughly -- to transition to sustainable energy, our price calculation for both stationary and vehicles is 300,000 to 400,000 gigawatt hours or 300 to 400 terawatt hours.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
So when you're like 1 tower assembling a lot, well, it's a lot of terawatt hours to get by.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. And on the cathode side, the main cathode we think will probably be iron and most of the iron can scale to very, very high tonnage and then some nickel. The exact percentages are hard to figure out, but it'd probably be twice as much iron cathodes as nickel, maybe more. And then there's the manganese wildcard as well.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
No. And on that note, we're pursuing aggressively North American iron supplies. And how -- yes, we can talk more about that at a future date.
Martin Viecha - Senior Director for IR
Yes. Thank you. The next question is on the Semi truck, which we already addressed. So I'm going to skip to the next one. Can you talk about how Tesla could adjust if we were to enter a prolonged recession, including new product prioritization, investment flexibility, new factory versus factory expansion, service support infrastructure, productivity cost measures and demand stimulation alternatives?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, to be frank, we're very pedal to the metal, come rain or shine. So we are not reducing our production in any meaningful way. We're essential, not recession.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
It's the 1% point you made.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes, exactly. So I think the public, at large, realizes that the world's moving towards electric vehicles. And that it's foolish to actually buy a new gasoline car at this point because the residual value of that gasoline car is going to be very low. So I think we are in a very good spot. But I wouldn't say it's recession-proof. But it's certainly recession-resilient because, basically, it has -- people both have large part made the decision to move from gasoline cars to electric cars.
And then in transitioning electricity generation to sustainable, you need solar and wind with the stationary battery pack to buffer the power. So you have 24/7 power because the wind doesn't blow -- doesn't travel in time. So that also -- we actually see the energy storage business, stationary storage, growing more like 150% to 200% a year, much faster than cars by a lot.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Just to add before you jump in, Martin. Just to echo Elon's point, I mean, I think where our cash balance is, what our forecasted cash generation is, where our margins are as a company, I mean we can withstand quite a lot of downside before we would have to dig into our capital plans, Supercharger expansion, product lineup.
So the business has done quite well over the last handful of quarters. And this is a real opportunity, I think, for the company to press forward most aggressively, as Elon has mentioned.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes, we try to model out like, let's say, 2023 is a brutal recession year. Even then, we generate meaningful cash, once you get out of that for pressure forward.
Martin Viecha - Senior Director for IR
Great. Thank you very much. And let's go to the last investor question, which is the progression from Tesla's first platform with SMX to the second platform with 3 and Y led to a 50% reduction in cost of goods sold. When do you see Tesla's third platform being released? And what level of cost of goods sold reduction could you achieve?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, we don't want to talk exact dates, but this is a -- I mean, the primary focus of our new vehicle development team, obviously. But at this point, we've done the engineering for Cybertrucks and for Semi. So it's obviously against what we're working on, which is the next-generation vehicle, which will be probably about the cost of 3 and Y platform. It will be smaller, to be clear. But it will, I think, certainly become -- certainly exceed the production of all our other vehicles combined.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
I mean obviously, we're going to take everything we learned from S, X, 3, Y, Cybertruck and Semi into that platform. But we -- as you've said to us many times, we're on a 2-for-1 target. We're trying to get to that 50% number again.
Elon R. Musk - Technoking of Tesla, CEO & Director
It's like, we're going to take 2. If that's exactly what it would take, 2. How are we making 2 cars for the amount of effort that currently takes us to make 1 Model 3.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. Effort costs.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. All things Considered.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Half the loss, half the past, half the factory floor space. We're twice the output.
Elon R. Musk - Technoking of Tesla, CEO & Director
And we do believe this can be done. By the way, I should mention that when I said that probably now that I see a path in extremely very difficult path, incredible execution required, a massive amount of hard work and some luck to get to where Tesla is worth as much as Apple and Saudi Aramco combined, I wasn't including Optimus.
Martin Viecha - Senior Director for IR
Thank you. Let's go to analyst questions next. The first question comes from Adam Jonas from Morgan Stanley.
Adam Michael Jonas - MD
Great. Can you hear me?
Martin Viecha - Senior Director for IR
Yes.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes.
Adam Michael Jonas - MD
So Elon, would you consider vertically integrating into mining? That's my first question.
Elon R. Musk - Technoking of Tesla, CEO & Director
We'll do whatever we have to. Whatever limiting factor is, we'll do. We do not personally constrain ourselves. We don't particularly integrate just for the hell of particularly integrating. Like if there was a great supplier who's better than us or we think actively is very good, or even where the economics of comparative advantage suggests that we should use that supplier, even if we could beat them, but we could use our resources to do something else that will be more productive, then we would in-source in that case. But if we have to go mine, we will mine.
Adam Michael Jonas - MD
Elon, my follow-up is 1 terawatt hour of manufacturing in the United States, vertically integrated. I guess my question is what would need to change with U.S. permitting laws to allow that? Kind of what would be your message to this administration or next? And do you think you could do a terawatt hour? What's the going price of that? Can you do that for under $100 billion in the States?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, I mean, I think the message to the government would be that there should be -- I should say, we've actually had conversations with a number of senior government leaders, White House, Congress and whatnot. And the suggestion that we have is that there should be an expedited permitting process for anything which is critical to a sustainable energy future.
So it doesn't make sense to put like a coal mine and a sustainable energy battery like lithium mine in the same category. Coal does not in the future, lithium does. And by the way, you can extract lithium with almost no disturbance to the local environment. So it's not actually ugly, nasty mining situation.
So I would recommend, expedited permitting would really be helpful. Basically, a fast track environmentally, I think in a sense, fast track things that are important for the environment and the communities. That seems logical. And the reception has been positive. So we'll see if something happens with that.
I think probably on this earnings call, we're not ready to go into financial details of the -- what will take to get there. But what we are seeing is practical improvements as we redesign the whole supply chain and all of the elements that go into battery cell. We're figuring out dramatic efficiencies. And I think we'll -- net result which would be that the capital required to achieve that level output will be much less work than people think.
Martin Viecha - Senior Director for IR
Thank you very much. Let's go to the next question from Colin Langan from Wells Fargo.
Colin M. Langan - Senior Equity Analyst
Can you hear me now?
Martin Viecha - Senior Director for IR
Yes, we can hear you.
Colin M. Langan - Senior Equity Analyst
Okay. Any update on full self-driving? I think you had said a couple of quarters ago, would be available by the end of the year. Is that still possible? Is it -- would it still be like a Level 4 or Level 5 that you're talking about? And are there any sort of regulatory hurdles you'd have to think about?
Elon R. Musk - Technoking of Tesla, CEO & Director
We -- as I said earlier, we're expecting to release the full self-driving software to anyone who orders the package by the end of this year. So a separate matter as to will it have regulatory approval, it won't have regulatory approval at that time. But the car will be able to take you from your home to your work, to your friend's house, to the grocery store without you touching the wheel. So it's looking very good.
Colin M. Langan - Senior Equity Analyst
And it would mean like Level 4, Level 5 kind of traditional definition you're talking about?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, there's debate is like what's the -- what are the interventions per mile and maybe safety interventions per mile. Like we're not saying that, that's quite ready to have no one behind the wheel. It's just that you will almost never have to touch the control, vehicle controllers.
So like when I came to Giga Texas from Brent's house, I never touched any of the controls right here. And then there is a longer process of like called the march of nines, of like how many nines reliability do you need before you could really be comfortable saying that the car could drive with no one in it. And that's -- subjectivity as to how many nines you need. But I think we'll be pretty close to having enough nines that you're going to have no one in the car by the end of this year.
And certainly, without a question, that's in my mind next year. I think we'll also have an update next year to be able to show to regulators that the car is safe, much so than the average human.
Colin M. Langan - Senior Equity Analyst
Got it. And just as a follow-up. You mentioned in the prior questions about IRA. I mean it sounded like you thought you could get -- can you get all of it? I mean because my interpretation is like the production credits, battery component, credits for buyers seems very likely for you guys. Is the sourcing part of it possible? Because that seems like a pretty tough hurdle given how much has to be sourced from the U.S.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes. So we have a cross-functional team that's looking very closely. As you mentioned, the sourcing threshold increases by the year. So we're looking at all options and also getting some clarification from treasury. That's -- it's important to say that's only a fraction of the other credits. We do manufacture ourselves in the U.S. We manufacture the modules in the U.S. So that's a pretty clear. So yes, we feel confident that we'll have a path as these incentives, as the threshold sort of increases by the year.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. We'll meet those thresholds.
Martin Viecha - Senior Director for IR
Thank you. The next question comes from Colin Rusch from Oppenheimer.
Colin William Rusch - MD & Senior Analyst
The operating leverage has been pretty impressive here. And I'm curious about areas where you could invest in an incremental way, whether it's on the R&D side or on the sales side to accelerate growth or cost reduction. Or should we be thinking about this level of spend on a go-forward basis and some significant operating leverage as you scale up from here?
Zachary John Planell Kirkhorn - Master of Coin & CFO
I mean our operating leverage has improved quite a bit. It's the lowest this quarter, I think, ever, and by a decent amount. OpEx as a percentage of revenue, I mean, our forecast is that it will keep reducing. I mean I think the way to think about it is our total amount of operating expenses will slowly tick up as the company grows.
It's very hard to keep it flat with the rapid growth of the company, but it's growing much slower. So some amount of growth there, but the top line of the business is growing so quickly. So I think there continues to be enormous opportunity to improve the overhead efficiency of the business, and we're seeing it.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. Look, we are in the -- at least for now, quite in a good position of we're investing in everything we can think of to possibly invest in, and we're still generating cash. So I guess it gets a pretty good place to be.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. I mean how many R&D programs are we running in parallel right now.
Elon R. Musk - Technoking of Tesla, CEO & Director
People don't even know old R&D per day. There are some of it, but a bunch of it.
Zachary John Planell Kirkhorn - Master of Coin & CFO
I also don't think cash is a good gauge of how much R&D you're doing.
Elon R. Musk - Technoking of Tesla, CEO & Director
No. It isn't because like it's not like -- it's not like engineers, they're not generic. So it's just like if you could you spend $5 billion or $10 billion, that will like -- that your actual R&D or useful product ship will be proportionate to that. It's just not true. Engineers aren't coming on some assembly line like cookies or something.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Until we get optimistic.
Elon R. Musk - Technoking of Tesla, CEO & Director
Optimistic. Don't change things. What matters is where are the most brilliant people working. And Tesla remains the -- Tesla and SpaceX are 2 companies where the smartest engineers want to work.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
I mean like we don't have to spend billions of dollars to invest in the future and invent the future. Engineers are also cost-conscious. And we don't just burn the money out the window when we're trying to do R&D. I would stop looking at like R&D as a cash investment for how much...
Elon R. Musk - Technoking of Tesla, CEO & Director
One Nikola Tesla is frankly worth an infinite number of dollars above inch -- you could have like a -- almost an infinite number of credit shares and they would not be able to -- worth 1 Nikola Tesla can do. You can't make it up in volume.
Martin Viecha - Senior Director for IR
Okay. Thank you very much. Let's go to the next question from George at Canaccord.
George Gianarikas - Analyst
I think you would -- at your Annual Shareholder event, where Elon mentioned that the prices of many of the materials used in your production have started to come off the boil. If that continues, does that give you an opportunity to adjust prices globally after several increases?
Elon R. Musk - Technoking of Tesla, CEO & Director
Well, we're looking at the prices of -- at prices closely. I mean obviously, anyone can just Google what the price of -- future price of copper or steel is going to be. It's just like one Google Search away. And everyone can see that the commodities, on a go-forward basis, are on -- dropping a lot. But in electric vehicles, things like battery-grade lithium are still crazy expensive. So we've got a mixture of things where prices are dropping and things where prices are increasing.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
I would say quarter-over-quarter, steel, aluminum has stopped anywhere between 17% to 20% at the same time on the battery side.
Zachary John Planell Kirkhorn - Master of Coin & CFO
And cost of shipping has come down tremendously. Like last year, the cost of a container on the spot market from Shanghai got as high as $20,000. And now it's $3,500, $3,600. It's that kind of reality. We're seeing deflation in a lot of commodities with a few exceptions as Elon mentioned on batteries.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. There's more deflation than inflation.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Definitely.
Elon R. Musk - Technoking of Tesla, CEO & Director
And again, this is publicly available information. Anyone could just Google it. And I think Cathie Wood at ARK Invest is -- I'm going to make this point over and over again, to the Fed and the Fed is not listening because they're looking at the rearview mirror instead of looking out the front windshield.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. Just to add a little bit more context. So commodity increases were the highest in Q3 that we've seen over the last 2 years. And so when indexes change, it does take time before they fully reflect.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. There's latency.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. There's latency.
Elon R. Musk - Technoking of Tesla, CEO & Director
That's why I say that the best decisions make sense if you're looking out through the rearview mirror, but not if you look out the front windshield. And windshield, front windshield.
Zachary John Planell Kirkhorn - Master of Coin & CFO
Yes. And so what -- at least of what we know so far, so peak on the commodity side in Q3, I say peak, hopefully, it stays the peak, hopefully, it starts to come down. There is a small amount of production that we're seeing going into our Q4 cost structure from steel and aluminum primarily, but it's less than 10% of the total increases we've seen so far.
So we're optimistic here based upon what we're seeing on the indexes for some of our cost structure. So this will start to come in over time. But I just want to set expectations that there's not some windfall of cost reduction in this space coming in Q4, maybe some as we go into next year.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. We'll probably see some cost reduction in 2023. I'll be surprised if we did not.
George Gianarikas - Analyst
And just as a follow-up, this is for Elon. With your pending acquisition of Twitter and your stakes in SpaceX and Neuralink and Tesla, how much would the combined companies benefit from operating under a single super structure, if at all, like a Google Alphabet?
Elon R. Musk - Technoking of Tesla, CEO & Director
It starts clearly on what the overlap is. It's not 0, but it's -- I think we're reaching. I'm not worried about it. I'm not an investor. I'm an engineer and a manufacturing person and a technologist. So I actually work and design and develop products. And that's what I do. So it's not a -- we're not going to have a portfolio, sort of, investments over it.
So I don't know. I don't see an obvious sort of -- work with some that can get combined under an umbrella, at least right now. So I am excited about the Twitter situation because, obviously, another part incredibly well. And I think it's massive that this sort of languished for a long time, but has an incredible potential.
Although, obviously, myself and the other investors are obviously overpaying for Twitter right now. The long-term potential for Twitter, in my view, is, in order of magnitude, greater than its current value.
Martin Viecha - Senior Director for IR
Let's go to the next question from Pierre Ferragu from New Street Research.
Pierre C. Ferragu - Global Team Head of Technology Infrastructure
Can you hear me, guys?
Martin Viecha - Senior Director for IR
Yes, we can hear you now.
Pierre C. Ferragu - Global Team Head of Technology Infrastructure
Great. I'd love to have another update on 4680, Drew. So last time we talked about it, there were -- it was a question about like scaling up with manufacturing and there were still a few things to get right. Is it fair to say that now you are at scale, and it's just a question of logistics to get bigger? So that's question number one.
And then question number two, on the kind of like innovation and cost reduction and efficiency improvements kind of path that you described at the battery day, where are we today? And how much time is it going to take to deliver all the potential you outlined then?
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Well, I'll take the second question first. At Battery Day, we showed a time line out to 2026 for all of the ideas we had proposed and had shared with everybody then.
Elon R. Musk - Technoking of Tesla, CEO & Director
And yes, I'd be surprised. I think we'll do better than that.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes. I mean but that's the rough -- just give you all -- it's on that order. It's not like a month. It's not 6 months. It's 6 years. And we are executing on all of those different ideas pretty aggressively in parallel with the OpEx that some people think isn't enough, but we're getting it done.
Elon R. Musk - Technoking of Tesla, CEO & Director
I mean I'm not turning down POs.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes, yes, or great talent, like we find someone awesome, we bring them into the company. And people shouldn't believe we are turning people away.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. I mean it's a hot pond but we're solving it. And I think -- we still feel confident that 4680 will be the most competitive battery cell in the world.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
And it's the whole system around it, right? It's not necessarily a specific form factor. It's the attention to detail on how to bring costs out of the manufacturing process or remove processing steps.
Elon R. Musk - Technoking of Tesla, CEO & Director
And all the way down from the mine to the cell.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes, exactly.
Elon R. Musk - Technoking of Tesla, CEO & Director
Many steps along the way.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes. And for those who watched the YouTube videos, like, our on-site cathode facilities coming together, I'm really excited about that, which is a part of the plan that we discussed on Battery Day.
Elon R. Musk - Technoking of Tesla, CEO & Director
We're -- possibly lithium refinery.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
In Corpus Christi. So we're making -- putting our money where our mouths are and all the various efforts that we discussed on Battery Day.
On the technical challenges and the ramp question, which is your first question on 4680, no ramp is ever easy even at the end when you're 80% to the end, like it's still very challenging to get to the end. And that sort of leaning out of yields, the final cycle time to achieve target, you mentioned logistics. It's not something that we're specifically focused on, I guess, but eventually could be a problem as we're talking about hundreds of gigawatt hours at different sites across the United States.
But I would never sit here and say we have no challenges remaining. But we've made a lot of progress reducing technical risk in many areas. Cycle times have dramatically improved. Yield has dramatically improved. And just walking the line here in Texas, like Martin was walking it yesterday, made some comments to me. You really see the acceleration around you. And we've made a ton of simplifications moving from the Fremont factory to Texas, and it's coming to play in speed of ramp here. And of course, that's on one line of many here in Texas. So it's not like factory-to-factory. It's a multiplication of both simplicity and scale. So yes, we're excited about where it's headed.
Elon R. Musk - Technoking of Tesla, CEO & Director
Yes. And I think, once we are fully integrated, I think we still do see a path to hold roughly $70 kilowatt hour cell -- $70 per kilowatt hour cell before any incentive.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Before incentives.
Elon R. Musk - Technoking of Tesla, CEO & Director
Before incentive. Yes.
Martin Viecha - Senior Director for IR
Thank you. And the next question comes from Toni Sacconaghi from Bernstein.
A.M. Sacconaghi - Senior Analyst
Yes. I just wanted to follow up on the 4680 cells and where we are seeing them deployed today. So are those in the Semis that are being delivered on December 1? Are we seeing them in Model Ys that are being produced out of Austin? And is -- do you anticipate 4680 being a gating factor for Cybertruck ramp later this year? And how do you balance the need for 4680 across Semi, Cybertruck and, potentially, Model Y in 2023? And I have a follow-up, please.
Elon R. Musk - Technoking of Tesla, CEO & Director
Wow. Okay. The Semi doesn't use 4680s. Yes. We are making Model Ys. Some of the Model Ys coming out of Giga Texas are 4680. And I think, Drew, the car you drive around is 4680 Model Y?
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Yes. 10,000 miles. It's pretty good. No problems yet. Yes.
Elon R. Musk - Technoking of Tesla, CEO & Director
Structural pack?
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
Structural pack, yes.
Elon R. Musk - Technoking of Tesla, CEO & Director
So -- and yes, I mean, and our output at 4680 is growing exponentially, so. But it's worth bearing in mind like there are entire highly competitive companies that are very smart that all they do is make battery cells. This is simply 1 segment of Tesla. So it's not a total working block.
Andrew D. Baglino - SVP of Powertrain & Energy Engineering
No, there aren't -- there are challenges still ahead that we have not yet surpassed. No doubt.
Elon R. Musk - Technoking of Tesla, CEO & Director
We don't anticipate this being anything limiting factor for Cybertruck or anything else.
Martin Viecha - Senior Director for IR
Okay. And the last question comes from William Stein from Truist.
William Stein - MD
I guess I'll go at one that I asked last time, Elon, which is your expectation for the likelihood of commercial success in each of the 3 major AI endeavors: FSD sort of as imagined without a driver, the training computer and, of course, Optimus.
Elon R. Musk - Technoking of Tesla, CEO & Director
We'll achieve full self-driving full time probability of that occurring is 100%. And I think we'll -- we're almost there. And then, of course, we've got to prove it to regulators and get the regulatory approvals, which is outside of our control. But anyone who's driving full self-driving cars, has the full self-driving Beta in the car, can see the rate of improvement.
You can just experience for yourself that we are, in fact, getting there. In fact, we almost are there. And so we're probably achieving that 100%.
The Optimus, probably of that being a successful product, I think, also extremely high, given enough time, 100%.
Dojo, just maybe more of a question around Dojo, like can we be competitive with NVIDIA GPUs even as somebody continues to rapidly evolve their GPUs? So as I said, the jury is out on Dojo. There's a team's taken -- outperformed NVIDIA for neural training. The jury's out, we will probably -- I don't know, next year, if that's true or not. But we think we're probably -- we think it's -- this is -- the architecture of Dojo has the right architecture to win. Yes. It depends on how well we execute in that architecture.
Martin Viecha - Senior Director for IR
Thank you very much. I think, unfortunately, it's all the time that we have today. So thank you so much for your great questions and look forward to talking to you in about 3 months from now. Thank you, and have a good day.
Elon R. Musk - Technoking of Tesla, CEO & Director
Thanks, everyone.