Elon Musk -- Chief Executive Officer
Really, this is not -- we'll definitely make the 4680 reliable enough for vehicles, and we, I think, are at the point where, in limited volume, it is reliable enough for vehicles. Again, going back to limited production is easy, prototype production is easy but high-volume production is hard. There are a number of challenges in transitioning from sort of small-scale production to a large volume production. And not to get too much into the weeds of things, but right now, we have a challenge with basically what's called calendaring, or basically squashing the cathode material to a particular height.
So it just goes through these rollers and gets squashed like pizza dough, basically, but very hard pizza dough. And it's causing -- it's denting the calendar rolls. This is not something that happened when the calendar rolls were smaller, but it is happening when the calendar rolls were bigger. So it's just like -- we were like, OK, we weren't expecting that.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
Yeah. It's not like a science problem, it's an engineering problem.
Elon Musk -- Chief Executive Officer
Yeah.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
It's not a question of if. It's a question of when.
Elon Musk -- Chief Executive Officer
Yeah.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
And the team is 100% focused on resolving these limiting processes as quickly as possible.
Elon Musk -- Chief Executive Officer
Exactly.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
On the reliability side, as Elon mentioned, we have successfully validated performance and the lifetime durability of the 4680 cells produced in Kato, and we're continuing ongoing verification of that reliability. We're actually accruing over one million equivalent miles on our cells that we produce every month. In our testing activities, the focus on that is very clear. We want high-quality cells for all of our customers.
And yeah, we're just focused on the unlucky limiting steps in the facility. And with the engineers focused on those few steps remaining, we're going to break through as fast as possible.
Elon Musk -- Chief Executive Officer
Meantime, we have a massive amount of equipment on order and arriving, for the high-volume cell production in Austin and Berlin. But obviously, given what we've learned with the pilot plant, which is in Fremont, which is really quite a big plant by most standards, we will have to modify a bunch of that equipment. So it won't be able to start immediately. But it seems like -- Andrew, correct me if I'm wrong, but we think, most likely, we will hit an annualized rate of 100-gigawatt hours a year, sometime next year.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
We'll have all the equipment installed to accomplish 100-gigawatt hours, and it's possible that by the end of the year, we will be at an annualized rate of 100-gigawatt hours by the end of the year.
Elon Musk -- Chief Executive Officer
Yeah, I mean my guess is more likely than not, above 50% of reaching 100-gigawatt hours a year by the end of next year on the annualized rate, something like that.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
Yup.
Elon Musk -- Chief Executive Officer
It could shift by a little bit, but as Drew mentioned, nothing fundamental, just a lot of work.
Andrew Baglino -- Senior Vice President, Powertrain and Energy Engineering
Yeah. And even to the large roller question, Elon, right. Like on the anode side, the large rollers work great, no concerns. And so we're just learning as we go.
And the nice thing about having that facility on a fast-track like we had it, and we talked about it at battery day, was really de-risking the big factories here. And, yes, we've done and we've learned a lot. And with each successive iteration, the ramp-up and the equipment installation will be faster and more safe.