2015 s 550 0-60 Performance Analysis and Engineering Insights

Table of Contents
- Mechanical and Engineering Foundations of the 2015 Mercedes-Benz S550 0-60 mph Acceleration
- Powertrain Specifications and Torque Delivery Characteristics
- Comparative Acceleration Strategies: S550 vs. BMW M5, Audi S8, and Lexus LS F-Sport
- 4MATIC+ AWD System: Traction Optimization Across Driving Conditions
- Step-by-Step Acceleration Phase Analysis (0-60 mph)
- Real-World Driving Dynamics and 0-60 mph Context in the 2015 Mercedes-Benz S550
- Suspension Tuning and Driver Feedback During Hard Launches
- Interior Ergonomics and Driver Aids Enhancing 0-60 mph Execution
- Performance Comparison: Urban vs. Highway 0-60 mph Execution
- Hybrid System Decision-Making Flowchart for Acceleration
- Expert Reviews on the 2015 S550’s 0-60 mph Execution
- Technical Deep Dive: Powertrain and Hybrid System of the 2015 Mercedes-Benz S550
- Twin-Turbocharged 4.7L V8 Architecture and Turbocharger Dynamics
- Role of the Lithium-Ion Battery and Electric Motor in 0-60 mph Acceleration
- 9-Speed Automatic Transmission: Shift Strategy for 0-60 mph Optimization
- Side-by-Side Technical Comparison: S550 Hybrid System vs. Porsche Panamera Turbo S and Tesla Model S P85
- FAQ
- What is the 0-60 mph time for the 2015 Mercedes-Benz S550 sedan?
- How long does it take for the 2015 Mercedes S550 to go from 0 to 60 mph?
- Does the 2015 Mercedes S550 coupe have a different 0-60 mph time than the sedan?
- What is the 0-60 mph acceleration time for a 2015 Mercedes S550?
- What are the 2015 S550 specifications, including its 0-60 mph time?
- How fast is the 0-60 mph time for a 2015 S550 with 4MATIC?
The 2015 Mercedes-Benz S550 represents a pinnacle of luxury performance engineering, where hybrid innovation meets traditional V8 prowess to deliver a 0-60 mph acceleration experience that balances raw power with refined execution. At its core, this model embodies Mercedes’ commitment to merging cutting-edge technology with timeless automotive dynamics, where every millisecond of launch time reflects meticulous powertrain calibration and adaptive engineering solutions. By dissecting the mechanical intricacies—from the twin-turbo 4.7L V8’s torque delivery to the 4MATIC+ AWD system’s traction optimization—we uncover how the S550 transforms theoretical performance metrics into tangible driving thrills, particularly in real-world scenarios where conditions vary from urban congestion to open highways.
Beyond raw speed, the S550’s acceleration strategy integrates hybrid synergy, where the lithium-ion battery and electric motor act as silent yet critical partners to the internal combustion engine, shaving critical time off the 0-60 mph sprint. This analysis explores not only the technical specifications that define its performance but also the subjective nuances—such as driver feedback on launch control responsiveness, suspension tuning during hard accelerations, and the ergonomic integration of paddle shifters—that elevate the S550 beyond mere data points into a benchmark of executive sports sedans. Comparisons with contemporaries like the BMW M5 and Audi S8 further contextualize its positioning, revealing how Mercedes’ approach to hybrid assistance and all-wheel-drive traction distinguishes it in both objective benchmarks and driver-centric experiences.

Mechanical and Engineering Foundations of the 2015 Mercedes-Benz S550 0-60 mph Acceleration
The 2015 Mercedes-Benz S550 achieves its 0-60 mph time of 4.4 seconds through a harmonized integration of its 4.7L V8 twin-turbo engine (M278), hybrid electric assistance, and 4MATIC+ all-wheel-drive system. This performance is underpinned by precise torque delivery, adaptive gear ratios, and dynamic weight distribution, distinguishing it from conventional luxury sedans. The powertrain’s efficiency is further enhanced by a 48-volt mild-hybrid system, which augments low-speed acceleration while optimizing fuel economy—a rarity in high-performance luxury vehicles of its era.The S550’s V8 engine (388 hp, 379 lb-ft torque) operates in tandem with an electric motor (27 hp) and a lithium-ion battery, enabling torque vectoring and launch control for rapid acceleration. The hybrid system’s role is most pronounced in the 0-30 mph phase, where the electric motor supplements the internal combustion engine (ICE) to achieve peak torque (522 lb-ft) at 2,250–4,000 RPM, reducing wheelspin and improving traction. Below is a breakdown of the key engineering factors contributing to its acceleration dynamics.
Powertrain Specifications and Torque Delivery Characteristics
The M278 V8 engine in the S550 employs direct injection, variable valve timing, and twin-scroll turbochargers to balance power output and responsiveness. Key specifications include:The torque curve exhibits a dual-peak structure, with the first peak at 2,250 RPM (379 lb-ft)—critical for 0-30 mph acceleration—and a secondary peak at 4,000 RPM (379 lb-ft) for sustained speed. The hybrid system’s intervention occurs below 2,500 RPM, where the electric motor compensates for turbo lag, ensuring linear power delivery without the typical "turbo dip" experienced in non-hybrid V8s.
Torque Vectoring Efficiency:
The S550’s 4MATIC+ AWD system distributes torque 60% front / 40% rear under normal conditions but shifts dynamically to 70% front / 30% rear during aggressive acceleration, minimizing wheelspin on low-grip surfaces.
Comparative Acceleration Strategies: S550 vs. BMW M5, Audi S8, and Lexus LS F-Sport
The 2015 S550’s 0-60 mph time (4.4s) positions it competitively among luxury performance sedans, though its acceleration strategy differs significantly from its rivals. Below is a comparative analysis of launch control, gear ratios, and weight distribution:| Parameter | Mercedes S550 (2015) | BMW M5 (F10, 2015) | Audi S8 (2015) | Lexus LS F-Sport (2015) |
|---|---|---|---|---|
| Engine | 4.7L V8 Twin-Turbo (Hybrid) | 4.4L V8 Twin-Turbo (N63) | 4.0L V8 Twin-Turbo (W12) | 5.0L V8 Twin-Turbo (2GR-FKS) |
| Power Output | 388 hp (Hybrid-Assisted) | 560 hp | 520 hp | 477 hp |
| Torque Output | 522 lb-ft (Hybrid Peak) | 553 lb-ft | 561 lb-ft | 479 lb-ft |
| Transmission | 7G-Tronic (8-speed) | 6-speed Manual / ZF 8HP | 8-speed Tiptronic | 8-speed Automatic |
| 0-60 mph Time | 4.4 s | 4.4 s | 4.4 s | 5.2 s |
| Launch Control | 4MATIC+ Torque Vectoring | xDrive Dynamic Allocation | quattro Torque Split | Rear-Wheel Drive (RWD) |
| Weight Distribution | 47.5% Front / 52.5% Rear | 45% Front / 55% Rear | 44% Front / 56% Rear | 55% Front / 45% Rear |
| Hybrid Assistance | 48V Mild-Hybrid (0-30 mph) | None | None | None |
4MATIC+ AWD System: Traction Optimization Across Driving Conditions
The 4MATIC+ AWD system in the S550 employs real-time torque distribution to enhance acceleration in wet, snowy, and dry conditions. Its operation is governed by:Performance Impact by Surface Type:
-
Dry Asphalt:
The 60/40 torque split ensures balanced power delivery, with the hybrid motor compensating for turbo lag in the 0-30 mph phase. The 8-speed 7G-Tronic transmission shifts at optimized RPM thresholds (2,500–5,000 RPM), maintaining linear acceleration. -
Wet Pavement:
The 4MATIC+ system detects reduced grip via ESP and increases front-bias torque to 70%, while the electric motor provides additional traction without overloading the rear wheels. This results in a ~0.3s improvement in 0-30 mph time compared to RWD-only systems. -
Snow/Icy Conditions:
The hybrid battery’s regenerative braking reduces wheel lockup during deceleration, while torque vectoring ensures progressive acceleration without skidding. Testing on compacted snow shows a ~0.5s penalty in 0-60 mph due to reduced grip, but better stability than RWD counterparts.
Step-by-Step Acceleration Phase Analysis (0-60 mph)
The S550’s 0-60 mph acceleration can be segmented into three distinct phases, each governed by torque delivery, transmission shifts, and hybrid intervention:-
Phase 1: 0-30 mph (Hybrid-Dominant Acceleration)
- RPM Range: 2,2
- Traffic light delays, which prevent sustained acceleration.
- Regenerative braking, which temporarily reduces torque availability.
- Manual gear selection, where drivers may hesitate to engage launch control in congested areas.
- The system monitors throttle position, pedal pressure, and gear selection to determine acceleration intent.
- If launch control is engaged, the system prioritizes maximum torque delivery.
- The electric motor (27 hp) activates instantaneously to supplement the V8, reducing wheelspin and improving launch stability.
- In Sport+ mode, the electric assist is delayed slightly to enhance the "V8 feel."
- Under moderate acceleration, the system may temporarily deactivate cylinders (via CYLINDER ON DEMAND) to improve efficiency.
- If aggressive throttle input is detected, the system reactivates all cylinders for full power.
- During coasting or braking, the system recaptures kinetic energy to recharge the battery, ensuring the electric motor is ready for the next acceleration phase.
- If the battery is fully charged, regenerative braking is reduced to prevent overheating.
- The 8-speed automatic adjusts shift points based on:
- Driver input (paddle shifter engagement).
- Road conditions (detected via sensors).
- Hybrid system status (electric assist availability).
- In launch control mode, shifts are preemptively delayed to maintain power delivery.
- As the V8 reaches optimal RPM (4,000–6,000), the electric assist gradually reduces to allow the ICE to dominate.
- At high speeds, the system may rely solely on the V8 for efficiency.
- Cylinder Head Flow and Combustion Optimization The M278 features titanium-coated intake valves and high-flow cylinder heads with 360° valve angle to maximize airflow at high RPM. The compression ratio of 9.5:1 (with ethanol flexibility) balances efficiency and power, while direct fuel injection (10-hole injectors per cylinder) ensures precise fuel distribution under varying boost conditions.
- 1st gear ratio: 8.3:1 (aggressive for rapid RPM buildup)
- 2nd gear ratio: 5.3:1 (optimized for torque multiplication)
- 3rd gear ratio: 3.5:1 (transition to higher RPM powerband) The 4th–9th gears are progressively taller, ensuring smooth power delivery without wheelspin.
- 0–1st gear: Full-throttle launch with line-locking to prevent wheelspin.
- 1st–2nd shift: Occurs at ~6,000 RPM (optimized for torque multiplication).
- 2nd–3rd shift: Triggered at ~5,500 RPM to transition into the powerband.
- 3rd–4th shift: Happens at ~5,000 RPM, where the turbocharger delivers full boost.
Real-World Driving Dynamics and 0-60 mph Context in the 2015 Mercedes-Benz S550
The 2015 Mercedes-Benz S550 delivers a refined yet dynamic 0-60 mph acceleration experience that transcends raw performance metrics, integrating adaptive engineering solutions with driver-centric refinements. Its suspension tuning—featuring Magnetic Ride Control (adaptive dampers) and AIRMATIC air suspension—balances stability and responsiveness during aggressive launches, while the hybrid powertrain’s seamless integration ensures optimal power delivery. Ergonomic refinements, such as the paddle shifters and launch control calibration, further enhance the driving experience by providing precise control and feedback. Real-world scenarios, including urban stop-and-go traffic and highway merges, reveal how the S550’s hybrid system and gearshift strategy influence acceleration times, while expert reviews highlight the subjective impressions of its execution.Suspension Tuning and Driver Feedback During Hard Launches
The 2015 S550’s suspension system is engineered to mitigate body roll and maximize tire grip during rapid acceleration, leveraging Magnetic Ride Control for adaptive damping and AIRMATIC air suspension for dynamic ride height adjustments. Under hard launches, the adaptive dampers preemptively stiffen to suppress excessive body lean, while the air suspension lowers the vehicle’s center of gravity by up to 20mm (0.8 inches) to improve stability. Driver feedback consistently highlights the minimal understeer and predictable grip, even when launching from a standstill, with the rear-wheel-drive bias (50:50 weight distribution) ensuring a balanced yet engaging feel. Tire grip is further optimized by the Pilot Sport PS4 tires, which maintain contact patches under aggressive throttle inputs, though aggressive launches may still induce slight squat due to the hybrid system’s torque surge.The AIRMATIC system also adjusts ride height dynamically—lowering for sportier handling during acceleration and raising for comfort during braking or cornering. This adaptability ensures the S550 remains composed in high-speed maneuvers, such as lane changes or overtaking, where stability is critical. However, some drivers note that the suspension’s responsiveness to road imperfections is slightly less aggressive than competitors like the BMW 750Li, prioritizing comfort over pure sportiness.
Interior Ergonomics and Driver Aids Enhancing 0-60 mph Execution
The S550’s interior is meticulously designed to support dynamic driving, with ergonomic controls and integrated driver aids that streamline acceleration. The paddle shifters, mounted behind the steering wheel, allow for seamless manual gear selection, enabling the driver to engage launch control or optimize shift points for rapid acceleration. The DYNAMIC SELECT system further refines this experience by offering modes like "Sport+", which sharpens throttle response and reduces shift delays.The hybrid system’s integration is seamless, with the electric motor providing instant torque (up to 27 hp and 203 lb-ft) to supplement the 4.7L V8’s power, ensuring a smooth, linear power delivery. The 8-speed automatic transmission features launch control calibration, which preemptively adjusts shift points to prevent wheelspin during hard launches, particularly effective in the AMG SPEEDSHIFT MCT (Manual Control Transmission) mode.
Driver feedback emphasizes the intuitive layout of controls, with the steering wheel-mounted buttons for launch control and gear selection reducing distraction. The adaptive cruise control (DISTRONIC) and PRE-SAFE system also contribute to confidence during acceleration, as they preemptively brace the driver and adjust settings for safety. The ambient lighting and digital instrument cluster further enhance the immersive driving experience, providing real-time feedback on vehicle dynamics.
Performance Comparison: Urban vs. Highway 0-60 mph Execution
The 2015 S550’s 0-60 mph time varies significantly between urban and highway conditions, influenced by traffic patterns, gear shifts, and hybrid system engagement.In urban environments, where stop-and-go traffic dominates, the hybrid system’s electric assist plays a crucial role. The electric motor engages immediately to reduce reliance on the internal combustion engine (ICE), minimizing emissions and improving fuel efficiency. However, launch times are prolonged due to:
Under ideal urban conditions (e.g., a clear stretch of road), the S550 achieves 0-60 mph in approximately 4.8–5.2 seconds, but real-world times often exceed 6.0 seconds due to traffic interruptions.
On highways, where sustained acceleration is possible, the S550’s performance improves. The hybrid system’s electric assist provides an immediate torque boost, while the V8’s power band (4,000–6,000 RPM) ensures strong mid-range acceleration. Gear shifts are optimized by the adaptive transmission logic, which anticipates driver inputs to minimize power loss. Under ideal conditions, the S550 achieves 0-60 mph in 4.6–4.9 seconds, but highway merges or heavy traffic can extend this to 5.5–6.0 seconds.
A key factor in highway performance is the hybrid system’s fuel cut-off points, where the ICE temporarily disengages to allow the electric motor to handle acceleration, reducing emissions and improving efficiency. However, this can lead to slight hesitation if the driver expects immediate power delivery.
Hybrid System Decision-Making Flowchart for Acceleration
The 2015 S550’s hybrid system employs a multi-stage decision-making process to optimize acceleration, balancing power delivery, efficiency, and driver intent. Below is a structured breakdown of its operation:1. Driver Demand Detection
2. Electric Assist Engagement
3. Fuel Cut-Off and Cylinder Deactivation
4. Regenerative Braking Contribution
5. Gear Shift Optimization
6. Power Delivery Transition
Visual Representation (Descriptive Flowchart Structure):
[Driver Input → Throttle Position]
↓
[System Detects Intent → Launch Control?]
↓
[If Yes → Electric Assist + Full Power]
↓
[If No → Moderate Acceleration → Cylinder Deactivation]
↓
[Regenerative Braking → Battery Charge]
↓
[Gear Shift Optimization → Adaptive Logic]
↓
[Power Transition → V8 Dominance at High RPM]
Expert Reviews on the 2015 S550’s 0-60 mph Execution
> "The S550’s 0-60 mph time is impressive, but what truly stands out is how it feels. The hybrid system’s electric assist provides an almost imperceptible torque boost, making launches feel effortless yet engaging. The suspension remains composed, with minimal body roll, and the paddle shifters offer precise control—though purists may miss the raw V8 roar in full hybrid mode."> — Car and Driver, 2015 Review
> "Mercedes has struck a rare balance: the S550 accelerates with V8-like authority,

Technical Deep Dive: Powertrain and Hybrid System of the 2015 Mercedes-Benz S550
The 2015 Mercedes-Benz S550 represents a pinnacle of hybrid luxury performance, blending a high-revving twin-turbocharged V8 with an integrated electric motor to deliver exhilarating acceleration. Its powertrain architecture emphasizes low-end torque optimization, turbocharger responsiveness, and seamless hybrid integration to achieve a 0-60 mph time of 4.0 seconds (with optional AMG performance package). Below is a detailed examination of its powertrain components, hybrid system dynamics, and transmission strategy, contextualized against competing high-performance hybrids.Twin-Turbocharged 4.7L V8 Architecture and Turbocharger Dynamics
The S550’s M278 E60 twin-turbo V8 engine combines a 4.7L displacement with 429 hp (319 kW) at 5,500–6,000 RPM and 469 lb-ft (636 Nm) of torque at 1,600–4,500 RPM, achieved through advanced forced induction and valve train optimization. Key features include:- Variable Valve Timing (VVT) and Lift Control
The engine employs Mercedes’ DEV-11 variable valve timing system, which adjusts intake and exhaust camshaft phasing dynamically. At low RPM, intake valve lift is reduced to minimize pumping losses while maintaining optimal cylinder filling. This strategy enhances torque delivery below 2,000 RPM, critical for rapid launches. The exhaust VVT further optimizes scavenge pumping and turbocharger efficiency by delaying valve closure during overrun conditions.
- Twin-Turbocharger Configuration and Spool-Up Characteristics
The S550 uses a sequential twin-turbo setup, where a smaller low-pressure turbo (LPT) engages first to spool quickly and deliver torque as low as 1,200 RPM, while the larger high-pressure turbo (HPT) takes over for higher RPM power. The wastegate and variable geometry turbine (VGT) on the HPT ensure linear boost delivery, minimizing lag. Boost response time is further refined via electronic boost control, which modulates wastegate actuation based on throttle position and engine speed.
Turbo Lag Mitigation:
The LPT’s 0.6-second spool time (from idle to 50% speed) ensures near-instant torque delivery, while the HPT’s 1.2-second spool time (from idle to 80% speed) aligns with the powerband’s transition. Combined, this reduces perceived lag by ~30% compared to single-turbo V8s of similar output.
Role of the Lithium-Ion Battery and Electric Motor in 0-60 mph Acceleration
The S550’s mild-hybrid system (ECO START-STOP with micro-hybrid assist) integrates a 144V lithium-ion battery and an electric motor (up to 17 hp / 13 kW) to augment launch performance. During 0-60 mph, the hybrid system contributes through:- Instant Torque Delivery and Electric Launch Assist
The electric motor provides up to 130 lb-ft (177 Nm) of peak torque at 0–2,000 RPM, eliminating turbo lag during initial acceleration. This boosts low-speed torque by ~15% in the 0–2,500 RPM range, critical for rapid launches. The motor disengages once the ICE (internal combustion engine) reaches optimal boost pressure (~1,800 RPM).
- Energy Recovery During Deceleration
The system employs regenerative braking via the electric motor, capturing kinetic energy during coasting or braking (0–30 mph). This energy is stored in the 1.3 kWh lithium-ion battery, which can then assist in subsequent accelerations. However, the limited battery capacity (1.3 kWh) restricts its role to short bursts of torque assist rather than sustained electric-only propulsion.
- Hybrid System Limitations vs. Full Hybrids
Unlike full hybrids (e.g., Porsche Panamera Turbo S or Tesla Model S P85), the S550’s system is mild-hybrid, meaning the electric motor does not propel the vehicle independently. Its primary function is torque augmentation during launches and energy recovery, rather than electric-only driving modes.
9-Speed Automatic Transmission: Shift Strategy for 0-60 mph Optimization
The S550’s 9G-Tronic automatic transmission employs a multi-clutch system with line-locking and adaptive shift logic to minimize acceleration time. Key features include:- Gear Ratios and Launch Strategy
The transmission uses short-ratio gears in the lower ranges to maximize acceleration:
- Line-Locking and Clutch Actuation for Instantaneous Shifts
The dual-clutch system pre-selects gears before engagement, enabling shift times under 100 ms in launch conditions. Line-locking (synchronizing engine and transmission speeds) eliminates clutch slip, ensuring seamless upshifts during aggressive acceleration.
- Torque Converter Lock-Up and Engine Brake Integration
The torque converter locks up at ~1,800 RPM to eliminate slippage, improving efficiency while maintaining power delivery. During hard accelerations, the transmission delays upshifts until the engine reaches peak torque RPM (~4,500 RPM), ensuring maximum power transfer.
Shift Strategy for 0-60 mph:
Side-by-Side Technical Comparison: S550 Hybrid System vs. Porsche Panamera Turbo S and Tesla Model S P85
The following table compares the hybrid architectures, energy storage, and power delivery of the three vehicles, highlighting their distinct approaches to acceleration:| Parameter | 2015 Mercedes S550 | 2015 Porsche Panamera Turbo S | 2015 Tesla Model S P85 |
|---|---|---|---|
| Hybrid Type | Mild-Hybrid (Torque Assist) | Full-Hybrid (Electric + ICE) | Full-Electric (Dual-Motor AWD) |
| Battery System | 144V Lithium-Ion (1.3 kWh) | 48V Lithium-Ion (0.5 kWh) + 12V | 85 kWh Lithium-Ion (Tesla Pack) |
| Electric Motor Power | 17 hp (13 kW) | 20 hp (15 kW) | 288 hp (215 kW) per motor (total 560 hp) |
| Torque Assist Range | 0–2,500 RPM | 0–3,000 RPM | N/A (Electric-only launch) |
| Energy Recovery | Regenerative braking (0–30 mph) | Regenerative braking (0–50 mph) | Regenerative braking (0–120 mph) |
| Transmission Type | 9 |
The 2015 Mercedes-Benz S550’s 0-60 mph performance transcends numerical achievements, embodying a harmonious fusion of engineering precision and dynamic adaptability. Through its twin-turbo V8’s instant torque response, the 9-speed transmission’s seamless shift strategy, and the hybrid system’s strategic electric assist, the S550 redefines what a luxury sedan can achieve without compromising comfort or composure. Real-world driving underscores its versatility, where adaptive dampers mitigate body roll during spirited launches and launch control calibration ensures traction across diverse surfaces. Expert reviews consistently highlight its ability to deliver exhilarating acceleration while maintaining the poise expected of a flagship Mercedes, proving that performance is not merely about speed but the artistry of execution. As a testament to Mercedes’ hybrid evolution, the S550 stands as a case study in balancing innovation with the intangible thrill of driving, leaving an indelible mark on the intersection of technology and automotive passion.
FAQ
What is the 0-60 mph time for the 2015 Mercedes-Benz S550 sedan?
The 2015 Mercedes-Benz S550 sedan with the standard V8 engine accelerates from 0-60 mph in 4.6 seconds. The AMG V8 model (S550 AMG) is slightly quicker at 4.4 seconds.
How long does it take for the 2015 Mercedes S550 to go from 0 to 60 mph?
The 2015 Mercedes S550 (non-AMG) takes 4.6 seconds to reach 0-60 mph. The S550 AMG version is faster at 4.4 seconds.
Does the 2015 Mercedes S550 coupe have a different 0-60 mph time than the sedan?
No, the 2015 S550 coupe and sedan share the same 0-60 mph times: 4.6 seconds (standard) or 4.4 seconds (AMG).
What is the 0-60 mph acceleration time for a 2015 Mercedes S550?
The 2015 Mercedes S550 accelerates from 0-60 mph in 4.6 seconds (base V8) or 4.4 seconds (AMG V8). Both models use the same engine family but differ in tuning.
What are the 2015 S550 specifications, including its 0-60 mph time?
The 2015 S550 is powered by a 4.7L V8 (M278) producing 408 hp and 443 lb-ft of torque. Its 0-60 mph time is 4.6 seconds (sedan/coupe). The AMG version adds 5.5 seconds to the quarter-mile at 130+ mph.
How fast is the 0-60 mph time for a 2015 S550 with 4MATIC?
The 2015 S550 with 4MATIC (all-wheel drive) has the same 0-60 mph time as the RWD model: 4.6 seconds (standard) or 4.4 seconds (AMG). 4MATIC doesn’t significantly affect acceleration in these models.
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