In the competition for market leadership in autonomous driving, the duel between Tesla and challenger Rivian is heating up.
• Rivian introduced its own AI chip and a new autonomy platform with lidar for the R2 models (from the end of 2026).
• CEO Scaringe plans for Rivian vehicles to be fully autonomous this decade
• Tesla, on the other hand, continues to pursue a pure vision-only strategy (cameras only) for its FSD system
The sensor strategies: Lidar vs. Vision Only
The central difference in the autonomy development of Rivian and Tesla lies in the sensors. Tesla has been pursuing the CEO for years Elon Musk propagated vision-only strategy, which relies exclusively on cameras and neural networks. Musk has repeatedly described lidar sensors, which use laser beams to scan the environment, as a “crutch.”
Rivian, on the other hand, is relying on a combination of sensors: The upcoming R2 model, which is scheduled to be delivered from the end of 2026, will have eleven cameras, five radar sensors and a forward-facing lidar sensor. According to dpa, Rivian managers emphasize that lidar sensors, similar to those used by Google sister company Waymo, are crucial for security, as cameras can reach their limits in extremely bright or dim light and in fog.
Rivian’s roadmap: Level 4 by the end of the decade
At the Autonomy & AI Day in Palo Alto last week, Rivian presented a clear roadmap. The core is the self-developed 5 nm chip Rivian Autonomy Processor (RAP1) and the Autonomy Compute Module 3 (ACM3) based on it with 1600 sparse TOPS computing power. This in-house developed approach is similar to that of Tesla.
CEO RJ Scaringe outlined the gradual introduction of the autonomy functions in the corresponding press release. The first step, Universal Hands-Free (UHF), will be available for Gen 2 R1 vehicles in early 2026 and will enable hands-free driving on over 3.5 million miles of roads in North America. The next stage is point-to-point navigation, which is similar in functionality to Tesla’s FSD system, but still requires the driver’s full attention. Building on this, an eyes-off system is to be introduced in which the driver no longer has to constantly monitor the control. Scaringe’s ultimate goal is full Personal Level 4 autonomy, where the car can be sent on errands without passengers, which he predicts will be achieved “well before the end of the decade.”
Rivian will offer the features through the Autonomy+ subscription for $49.99 per month or as a one-time upgrade for $2,500.
Tesla’s FSD: Progress and Controversies
Tesla already offers a broader version of its “Full Self-Driving (Supervised)” (FSD) driver assistance system. According to recent reports on the FSD system (version 14.1), Tesla has achieved significant improvements in reliability. However, the current FSD version (Level 2) still requires constant monitoring by the driver.
Since 2016, Musk has been pursuing the vision that Tesla owners will soon be able to use their cars as autonomous ride-share vehicles (robotaxis) to make money. While Tesla is considered a leader in software-controlled autonomy, the purely visual strategy without lidar continues to be criticized in the industry for safety reasons.
Stock reaction and analyst response
Despite the ambitious technology announcements, Rivian shares on the NASDAQ fell by 6.11 percent to $16.43 on the day of the launch. Analysts attribute investor reluctance to the high cost of developing autonomous driving features, as Rivian continues to make losses and is expected to have significant cash needs through 2029.
After AI Day, analyst reactions recorded by TipRanks showed a mixed picture. While analyst Chris Pierce from Needham reiterated his “Buy” rating and even raised the price target from $14 to $23, other experts expressed skepticism. Morgan Stanley’s Andrew Percoco reiterated his “Sell” rating with a $12 price target. Mark Delaney of Goldman Sachs and Tom Narayan of RBC Capital maintained their ratings at Hold. Nayaran also maintained his price target of $14, while Delaney increased it to $16 from $13.
Rivian’s technology push is supported by a recent billion-dollar investment from Volkswagen, securing access to the US company’s electronics architecture.
Editorial team finanzen.net
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