Deep Dive Analysis: For Those Who Upgraded from an EQS 450 to an EQS 580 - A Comprehensive Breakdown

I wanted to start a discussion and get some other perspectives from those of us who have made the jump from an EQS 450 to an EQS 580.

I recently transitioned from a 2023 EQS 450 4MATIC to a 2024 EQS 580 4MATIC Pinnacle, and the distinctions are more profound than the spec sheet implies. I thought I'd break down my initial observations and invite others who have made a similar move to share their findings.

Here’s my deep dive analysis:

The Powertrain: More Than Just Numbers

Let's be clear, the power difference is staggering. Going from the 450's ~355 hp to the 580's ~536 hp isn't just a quantitative leap; it’s like trading a private jet for a rocket. The 450 is quick and confident. The 580 is something else entirely—it pins you to your seat with the silent, immediate G-force of an electromagnetic catapult. For anyone who knows the feeling, it’s the automotive equivalent of the launch on the Top Thrill Dragster roller coaster at Cedar Point in Ohio. Let's call that feeling what it is: a bizarre cocktail of pure exhilaration and primal terror, the kind that has you laughing while gripping the wheel for dear life. The "effortless surge" I used to enjoy is now a constant, internal negotiation with my driver's license. Frankly, the car feels like it's perpetually daring you to get a speeding ticket, making every highway on-ramp both a temptation and a liability, in the most entertaining and frightening way possible.

Chassis & Ride: A Difference You Can Feel

My '23 450 was smooth, but I always found it could be a bit "slappy" over sharp imperfections like bumps in the road and expansion joints. The '24 580 feels significantly more composed. On a stretch of road near my home with some rough railway tracks, the 450 used to register each crossing with a noticeable jolt. The 580, with what feels like revised damping, glides over them with a quiet, expensive-feeling thump. It's a more tied-down, solid, and ultimately more luxurious ride.

The Cockpit: The Hyperscreen Experience

This is the most significant interior upgrade. The standard Hyperscreen in the 580 isn't just about screen real estate; it’s about the "Zero Layer" MBUX interface. For me, the flowing design is also a welcome and dramatic departure from the 'tablet-stuck-on-the-dash' look that's so common in other high-end EVs. At 56 inches wide, the single pane of glass makes it one of the largest and most impressive displays on the market. The '24 MBUX software also feels more mature, allowing for more icon customization and adding apps like Zync—which, to be fair, I haven't had a chance to utilize yet.

The Drive AI: Distronic Gets Decisively Smarter

The driver-assistance suite in my '24 is a clear step-change. The system's underlying logic is far more sophisticated. The real game-changer is the System-Initiated Overtake. If I'm cruising and come up behind a slower car, the vehicle's logic takes over. It identifies the slower car, signals on its own, smoothly moves over to pass, and after clearing the vehicle, automatically signals and returns to the original lane. It’s a complete, strategic maneuver that makes long highway drives feel remarkably fluid.

Critical Hardware & Efficiency Upgrades

Two major hardware changes in the '24 model work together to significantly improve real-world range:

• The Standard Heat Pump: My '23 relied on a simple resistive heater that drained the battery in the cold. The new heat pump is a far more intelligent system that recycles waste heat from the drivetrain to warm the cabin, dramatically reducing the energy hit and addressing range anxiety in colder climates.
• The 4MATIC Disconnect Unit (DCU): This is another brilliant efficiency play. During steady cruising, the DCU physically decouples the front motor, allowing the car to operate in a more efficient RWD mode. This noticeably improves highway range compared to the full-time system in the '23.

The Pinnacle Trim: A True Luxury Upgrade

A huge part of the upgraded "feel" is the move to the Pinnacle trim itself, which adds a layer of luxury my '23 didn't have. The most noticeable features are the Upgraded Rear Seats—heated, ventilated, and power-adjustable, with the plush comfort pillows. To be perfectly honest, these rear-seat features will rarely see any use in my case. However, given the price point I was able to structure for this car, getting the top-tier trim was an incredible value proposition, making it a 'nice-to-have' feature that didn't affect the bottom line.

Addressing Common Debates & Surprising Benefits

To make this a truly balanced discussion, it's worth touching on a few common debates:

• Wheel Size vs. Ride Quality: Conventional wisdom suggests larger wheels can mean a harsher ride, but my experience has been the complete opposite. Not only do I find the '24 on 21-inch wheels more compliant than my '23 was on 20s, but the slightly increased ride height has provided a surprising, tangible benefit: it completely eliminated the scrape I used to get in the middle of the car on my specific driveway incline, an issue caused by the long wheelbase. That alone is a significant quality-of-life improvement. That said, on a purely aesthetic note, I'll admit I'm not the biggest fan of this particular 21-inch wheel design and actually preferred the style of the wheels on my 450.
• The Hyperscreen Debate: While I'm a fan, it's not for everyone. Some drivers prefer the elegance of the standard portrait screen with its beautiful expanse of wood trim. It's a valid matter of personal taste—a high-tech showcase vs. classic luxury ambiance.

My Ask:

Enough about my experience. For those of you who've also made the switch from a 450 to a 580—any model year—I’m eager to hear your analysis.

What are the subtle, or not-so-subtle, differences that have stood out to you? Did you notice the same things, or did something else catch your attention? Let's get into the real nuance of these incredible machines.

 

Addendum to the Deep Dive: A Breakdown of the MBUX Profile Recognition System

After posting my detailed comparison, I realized I completely omitted one of the most significant day-to-day quality-of-life upgrades: the biometric profile system. It's a game-changer and deserves its own breakdown.

The Baseline: The Fingerprint Sensor

In my '23 450+, which had the standard portrait screen, the fingerprint scanner was located down in the center console. It's reliable, but requires a specific reach. On models with the Hyperscreen (standard on the 580/AMG in '22/'23), the scanner is positioned just below the main screen—a clear ergonomic difference.

The Game-Changer: Facial Recognition

Here's where the '23 to '24 upgrade becomes a true generational leap. The real magic, which is new for the 2024 model year and requires the MBUX Interior Assistant package, is the facial recognition. This feature was not available on any 2022 or 2023 model. The camera in the driver display recognizes me the moment I get in, and my entire profile is loaded before I even press the start button. It’s one of those truly seamless "how did I live without this?" features.

Occupant & Positional Recognition

The MBUX Interior Assistant's intelligence also uses overhead cameras to know who is making a request and where they are sitting. For example, if my front passenger says, "Hey Mercedes, I'm cold," the system adjusts only their climate control.

Cross-Profile Interaction: Sharing & Suggestions

This allows passengers to interact with the driver's navigation. A passenger can find a destination on their screen and "suggest" it to the driver's central display. A pop-up appears, which I can accept with a single tap. It's an incredibly smooth and safe way to collaborate on a journey.

My Take:

Let's be honest, moving your finger to a scanner is hardly a chore. But this kind of seamless, passive convenience is exactly the level of thoughtful refinement you expect in this class of vehicle. It's less about fixing a problem and more about perfecting an experience.

 

Addendum Part 2: A Deep Dive on the Executive Rear Cabin Experience

For the next piece of this deep dive, let's talk about a feature set that truly elevates the EQS: the Executive Rear Seat Package, which is specific to the Pinnacle Trim. It's a common point of confusion, so let's clarify what's included.

This package is where the car moves from a driver-focused machine to a true first-class lounge. The standard features included are:

• Multicontour Rear Seats with Massage: These aren't simple massaging seats. They offer the same complex and varied programs available to the front occupants.
• Rear Neck & Shoulder Heating: A feature you don't know you need until you've tried it, built into the comfort headrest pillows.
• MBUX Rear Tablet: The portable 7-inch tablet in the armrest that acts as a command center for the entire rear cabin.

A key point of clarification: the dual 11.6-inch touchscreens on the front seatbacks are part of a separate, optional package called the MBUX High-End Rear Seat Entertainment System. They are not included as standard with the Executive Package.

My Take:

As I mentioned, these rear-seat features will rarely see use in my day-to-day life. However, they represent the pinnacle of what the platform is capable of. For the price I was able to structure, having these features included represents an incredible value proposition.

 

Addendum Part 3: A Definitive Guide to Feature Dependencies (EQS Sedan MY22-24)

Based on the discussion, I wanted to create one final, definitive guide to answer the common and very confusing question: "Which features came with which model, trim, and year?" After a deep dive into the model year guides, here is the unimpeachable breakdown for the EQS Sedan from 2022-2024.

Feature: MBUX Hyperscreen (56-inch)

• MY22-23: Standard on 580/AMG models; Optional on 450+ models.
• MY24: Standard on all models.

Feature: Heat Pump

• MY22-23: Not available.
• MY24: Standard on all models.

Feature: 4MATIC Disconnect Unit (DCU)

• MY22-23: Not available.
• MY24: Standard on all 4MATIC models.

Feature: Facial Recognition (for Driver Profile Login)

• Requirement: MBUX Interior Assistant package.
• MY22-23: Feature not enabled.
• MY24: Feature active. Standard on Pinnacle/580/AMG trims; Optional on 450+ Premium/Exclusive trims.

Feature: Advanced "System-Initiated Overtake" Logic

• Requirement: Driver Assistance Package.
• Note: The more decisive, fluid logic is a specific enhancement for MY24 software.

My Take:

As you can see, the 2024 model year represented a significant step-change in standard hardware and software, making it a much more substantial upgrade than a typical model year refresh. Hopefully, this breakdown provides some clarity for current and prospective owners.

 

Addendum Part 4: A Deep Dive on the MBUX Interior Assistant & Camera "Magic"

For what I think will be the final addendum to this thread, I want to do a deep dive on a specific optional package that enables some of the most subtle "magic trick" features in the car: the MBUX Interior Assistant.

These are the kinds of features that are rarely advertised but have a real impact on the daily driving experience. They are all powered by the small cameras in the driver display and the overhead control panel.

The Magic Mirrors: Automatic Adjustment

This is one of my favorites. When you go to adjust your side mirrors, you no longer have to pre-select which one you want to move. The driver-facing camera tracks your head's orientation. Simply turn your head and look towards the passenger mirror, and the car automatically selects it for adjustment. Look forward or left, and it selects the driver's side. It's a small thing, but it removes a repetitive, minor annoyance. I have found, however, that the passenger-side selection can be a little fickle at times, but it usually works.

Predictive Controls: The Car That Sees You Coming

The overhead camera enables a few predictive features. The most noticeable one is when you reach over to the empty passenger seat at night. The system sees your hand moving into that dark space and automatically fades on the passenger-side map light and highlights touchpoints on the screen, anticipating that you're looking for something. It's surprisingly helpful.

Gesture Control: What It Can (and Can't) Do

The Interior Assistant also allows for some gesture controls:

• "Favorite" Shortcut: You can set a favorite command in MBUX (like "Navigate Home" or "Call spouse"). You can then activate it anytime by simply holding a "V" sign with your fingers up toward the rearview mirror. The system sees the gesture and executes the command.
• A Point of Clarification (Sunroof Control): I've seen this question come up before. The ability to open or close the panoramic sunroof blind with a hand-wave gesture is NOT a feature on the EQS Sedan. That is a well-known feature of the S-Class, and it's an easy point of confusion.

My Take:

These camera-based features are the definition of "perfecting an experience." Adjusting a mirror isn't a hardship, but the car anticipating which one you want to move is a level of thoughtful engineering that defines modern luxury. It's another collection of small details that, when combined, make the '24 model feel like a significant leap forward in intuitive technology.

 

Thanks for sharing.

 

Once again, I appreciate your thoughtful and thorough analysis. I don't have or have driven a 2024, so perhaps I can't fully compare. My wife has a 2022 580 Pinnacle, and I've got a 2023 450 4Matic with upgraded power. My thoughts between the two are they are about the same. While the 580 might have higher hp specs, I can't tell the difference in day-to-day driving...both are so fast, and effortlessly zip me in and out of traffic. This is a feature of ev driving that doesn't get talked about much...the torque is so much higher than ice cars that you can stay out of trouble by staying away from traffic. You have me slightly jealous about the upgraded automated driving features. One car has the rear seat package, one doesn't. The rear seat package is a big plus for me. During long road trips, I crawl in the back with my computer and work while my wife drives, so it is nice to have all the seat features. I actually prefer the 450 'tablet' screen vs. the hyperscreen--I like seeing the nice wood. Tire size--one is 20, one 21. I can't tell the difference. Regarding speed...I drove an EQE AMG a while back. The vehicle was so fast that I found it scary. In real day-to-day driving, I see no point in having anything faster than what I currently own. Let alone a Zeekr doing 0-60 in under 2 seconds.

 

Outstanding write up. Would like to add that he 2025 further improves the heating efficiency by deploying a true heat pump vs 2024 extraction of waste heat.

I really wrestle with the tablet vs hyperscreen. My instinctive reaction is I much prefer the hyperscreen but I know that others who have both are very happy (prefer) the tablet. My preference is driven in large part by the continuty of the hyperscreen aesthetic and I have yet to get used to the unbinnicled instrument panel. On the later one of the knocks against the hyperscreen is that the binnicle is higher and decreases fhe forward view. Hove you found that difference to be noticable? Another charge against the hyperscreen is reflection and glare. Has that been an issue?

 

Thanks for the kind words! I always appreciate your insights. You brought up some excellent points about the Hyperscreen vs. the standard setup that are worth a deeper dive.
"...one of the knocks against the hyperscreen is that the binnicle is higher and decreases the forward view. Have you found that difference to be noticable?"
You're right to ask about the binnacle and forward view. In my experience, it's not a static issue but depends entirely on seating position. If I set my seat too high, the top of the steering wheel can obstruct the driver camera.

What's fascinating is that the car is smart enough to recognize this. It will actually display a prompt on the screen telling you to adjust your position so the camera can see your face properly for features like Attention Assist. This ties directly into the setup for the 3D Instrument Cluster; during its calibration, the system asks you to move your head until you can see all six dots on the display. This process essentially finds the optimal seating position for the car's cameras to track your eyes, which also ensures the view over the dash is perfectly clear. It’s a clever way the car "teaches" you the ideal viewpoint.
"Another charge against the hyperscreen is reflection and glare. Has that been an issue?"
This is a great topic because my experience was completely different between the two cars.

• On my '23 with the Tablet: I'll be honest, fingerprints on the standard portrait screen were a noticeable issue for me, and they weren't as easy to wipe away as I'd have liked. I ended up getting an aftermarket matte screen protector that was a game-changer. It was an easy DIY install, made fingerprints virtually disappear, and cut down on glare significantly. It was one of the best simple mods I made. Here is the Amazon link: https://tinyurl.com/23v2mpgc
  
• On the '24 with the Hyperscreen: While any glass screen will get prints, the anti-reflective coating is very effective against glare. For cleaning, the absolute best tool I've found is the official Mercedes-Benz microfiber cleaning cloth. It's not like other cloths; one or two light wipes, and the screen is absolutely perfect. It's impressively effective. Here is the link for that as well: https://shop.fjmercedes.com/products...43115079106786

 

Thanks for the great feedback so far, everyone.

I've been working on a series of detailed follow-up posts to turn this thread into a truly comprehensive resource. To keep everything organized and easy to read for the community, I'm currently coordinating with a moderator to get the main post updated with the new, structured content.

While that's in the works, I wanted to give you a quick taste of the deep dives to come. I've been experimenting and digging into the car's systems, and here's what I'll be breaking down next:

• A full analysis of the Biometric Systems: We'll cover the generational leap from the fingerprint scanner to the new facial recognition, including how the car uses cameras for positional awareness (knowing who is speaking or gesturing).
• The "Hidden Magic" of the MBUX Interior Assistant: A deep dive into the lesser-known features like automatic mirror adjustment via head tracking and other predictive "magic tricks."
• The Executive Rear Cabin Experience: A detailed look at the features of the Pinnacle trim's rear seat package and its "command center" tablet.
• A Definitive Guide to Feature Dependencies: The most valuable piece—an "unimpeachable" breakdown of exactly which features (Heat Pump, DCU, Facial Recognition, etc.) are tied to which specific Model Year, Trim, or Optional Package for the MY22-24 EQS.

Stay tuned. The full, structured analysis is coming shortly!

 

The deep dive and structured analysis are located in this thread:
https://mbworld.org/forums/eqs/91432...-complete.html

 

The heat pump comment above was based on another thread which I am now thinking was a misinterpretation of a Car and Driver article on the 2024 EQS. Now thinking that the 2024 EQS's include a proper heat pump.

 

I find that the face recognition doesn’t always work. I would say that about 85% of the time it works perfectly. Has anyone else noticed this?

 

My facial recognition works 100% to the point that I don't even use the fingerprint. However, on the 23', it recognizes me after I turn the car on (within a few seconds), and greets with my name. It seems there's a few tweaks to the Driver AI features, but if you already have it on the 23', it's not worth upgrading to the 24'. I'm a bit of an aggressive driver, so the AI is quite slow and tame for even drivers on the road where I commute.

Both from and rear can use gesture to open the blinds in the 23'. My daughter used to move her hand to fix her hair in a certain way, and It would trigger the gesture.

I've said it a few times before that the EQS features and options are years ahead of the S-class of the same MY. The only thing I see that the S-class has over the EQS is more leg room in the back, and a floater ride, both of which I did not care for.

As for the 4matic+, going over bumps is quite smooth, but you will feel the weight of this whale in tire sounds on the bumps. The same feeling you get from going from a 450 to a 580 to an AMG in the speed and acceleration. You need a point of reference to feel the difference, aka walking a V8TT from a stop, or pull away from it at high speed. The only downside to the EQS is its weight. Otherwise, it's a real sleeper in every way, and I like it that way.

 

I don’t use the finger print sensor either. I was probably too negative on the facial recognition. It just seems that on rare occasions, the facial recognition doesn’t work or it works after I drive for about 20 seconds or so.

 

I finally figured out how to make the facial recognition to work 100% of the time.