Is Toyota’s reliability reputation actually shifting, or is this just modern car complexity showing up?

toyota recall

I started digging into recent Toyota recalls after seeing a bunch of Tundra engine failure posts pop up, and it kind of sent me down a rabbit hole I wasn’t really expecting.

Toyota has always had that reputation for long-term reliability — the classic “buy it and forget it” brand people paid a premium for. But recently, there’s been a noticeable cluster of major recalls across engines, safety systems, and software on several high-volume models.

Here are the main ones that stand out from official recall filings:

A major recall involving the Toyota Tundra and Lexus LX600 (and related Lexus SUVs) tied to the 3.4L twin-turbo V6 (V35A-FTS) engine. The issue involves machining debris left inside the engine during production, which can damage the main bearings and lead to engine stalling or loss of power.

A large recall affecting 2021–2024 Toyota Highlander and Highlander Hybrid models (~550,000 vehicles) due to a second-row seatback recliner locking defect.

Multiple Toyota and Lexus vehicles affected by rear visibility / backup camera system issues where the display can freeze or go blank while reversing.

Taken together across overlapping model years, these campaigns represent a significant number of Toyota and Lexus vehicles involved in safety-related recalls spanning powertrain, structural safety, and electronic systems.

The most serious issue is still the V35A 3.4L twin-turbo V6 engine problem in the Tundra and Lexus LX600.

According to NHTSA recall documentation, debris from the manufacturing process may contaminate the engine and damage crankshaft bearings, which can result in engine failure or loss of motive power.

Toyota has also expanded this recall over time as additional vehicles and production batches were included, suggesting earlier corrective measures did not fully eliminate the issue.

What stands out is that this isn’t just one isolated problem — it’s a combination of engine, structural safety, and software-related recalls across multiple platforms at the same time.

To be fair, recalls are normal in the auto industry. Every manufacturer deals with them, especially as vehicles become more software-heavy and complex.

Modern cars are essentially rolling computers now, and that naturally introduces more potential failure points compared to older mechanical systems.

And Toyota still performs very well in long-term reliability rankings overall, so this isn’t about saying the brand has suddenly become unreliable.

But it does feel like the type of issues is shifting.

Historically, Toyota’s reputation came from conservative engineering and extremely durable powertrains. Now we’re seeing more turbocharged engines, hybrid systems, and software-heavy features — and a lot of these recalls seem to be concentrated in exactly those areas.

Maybe that’s just the reality of modern vehicles and the entire industry is going through the same shift. Or maybe it just feels more noticeable because it’s Toyota and people pay closer attention when it’s them.

They’ve obviously had big recall periods before (like the unintended acceleration era), but this one feels more spread out across different systems instead of one single root cause.

So what does this actually mean?

Looking at the pattern overall, this doesn’t clearly point to Toyota’s reliability reputation collapsing or fundamentally breaking. Instead, it looks more like Toyota is going through the same transition as everyone else — moving into more complex powertrains, hybrid systems, and software-heavy vehicles that naturally introduce new types of issues.

At the same time, the fact that these problems are showing up across multiple systems at once does make the shift feel more visible than in the past, especially for a brand that built its identity on mechanical simplicity and long-term durability.

So it’s probably less about Toyota “falling off” and more about Toyota becoming a modern automaker in the same way everyone else already has — with all the tradeoffs that come with that.

Anyway, I’m curious how others see it:

Is this just normal modern car complexity showing up across all brands, or do you think Toyota’s reputation is actually shifting a bit?