Analyst Says Tesla Has Effectively Solved Self-Driving Technology
Tesla may have reached a major milestone in autonomous driving, according to Piper Sandler analyst Alexander Potter, who believes the company has effectively achieved Level 4 autonomy in most driving conditions.
In a note to clients, Potter outlined several reasons supporting his view that Tesla has solved the self-driving challenge, despite ongoing skepticism from investors and industry observers.
Tesla Maintains Strong Support From Piper Sandler
Piper Sandler reiterated its Overweight rating on Tesla and stated that the company has effectively cracked the self-driving puzzle.
One of the most common concerns raised by clients involves the larger robotaxi fleet operated by Waymo. Potter acknowledged that Waymo’s deployment scale is often cited as evidence that Tesla may still be behind in autonomous driving. He also noted that the absence of universally accepted safety benchmarks makes direct comparisons difficult.
Despite these concerns, Piper Sandler remains confident in Tesla’s progress.
FSD Insurance Discounts Signal Confidence
According to Potter, one of the strongest indicators of Tesla’s confidence in its Full Self-Driving (FSD) technology is the company’s decision to offer insurance discounts for vehicles using the system.
The analyst argued that Tesla would be unlikely to reduce insurance premiums unless it had significant confidence in the safety and reliability of its autonomous driving software.
Cybercab Production Accelerates
Another key factor supporting the bullish outlook is Tesla’s Cybercab program.
Production of the fully autonomous Cybercab, which operates without a steering wheel or pedals, began in April. Hundreds of units are reportedly being produced each week.
Piper Sandler estimates that the manufacturing infrastructure behind the project could require several hundred million dollars in investment, potentially exceeding $1 billion. Potter believes this level of capital commitment reflects Tesla’s confidence that its Full Self-Driving technology is ready for large-scale deployment.
Expanding Robotaxi Network Supports Growth
Tesla has also begun sharing Full Self-Driving subscription data publicly for the first time, a move that Piper Sandler views as another sign of confidence in the technology’s maturity.
The company continues expanding its robotaxi operations, which now cover the entire Austin metropolitan area, including interstate highways. Tesla is also targeting launches in seven additional cities during the first half of 2026.
According to the analyst, these expansion efforts suggest that Tesla is preparing to move beyond early adopters and bring autonomous transportation to a broader audience.
Personal Experience Reinforces Analyst View
Potter also referenced his own experience using Tesla’s Full Self-Driving system. He revealed that his Tesla vehicle successfully drove him from Missoula, Montana, to Minneapolis in April.
The experience further strengthened his confidence in the technology’s capabilities.
“There’s no substitute for personal experience,” Potter wrote.
Autonomous Driving Remains a Key Tesla Opportunity
While debate continues over the readiness of self-driving technology, Piper Sandler believes Tesla has reached a turning point. Between expanding robotaxi operations, growing Cybercab production, insurance incentives, and increasing adoption of Full Self-Driving subscriptions, the firm sees mounting evidence that Tesla is entering a new phase in autonomous mobility.
If Tesla’s self-driving ambitions continue progressing as expected, autonomous transportation could become one of the company’s most significant long-term growth drivers.
