Tesla Claims FSD Safety Improved by About 4.2 Times Compared to Human Driving Over 65 Million Kilometers in Five European Countries

Historically, Tesla has long endorsed its automated driving and FSD through accident rate comparison data, first stating that “Autopilot’s accident rate per mile is lower than the national average,” and then upgrading to the claim that “FSD significantly outperforms human driving in specific markets”; during its expansion in Europe, the company chose to focus on disclosing early data from pilot countries like the Netherlands, using “zero highway accidents + significant overall accident rate reduction” as core selling points to build a “safety report card” for subsequent regulatory approvals in more countries.

From a capital pathway perspective, this disclosure of safety data directly serves multiple value chains: in regulation, it is used to lobby traffic and safety departments to relax the scope of FSD functionality opening and testing; in consumer terms, it is aimed at increasing the purchase rate and user retention of high-priced optional packages (FSD licenses); in capital markets, by emphasizing “safer and scalable” autonomous driving capabilities, it supports Tesla’s valuation premium in the “software and robotics” narrative, shifting the narrative of car manufacturers from traditional hardware makers to “safety-verifiable autonomous driving platforms.”

In terms of analogy and industry position, Tesla’s claim of “FSD safety improvement of over 4 times” is similar to other autonomous driving companies emphasizing “mileage without liability accidents” and “no casualties recorded” in their safety narratives, but the difference is that Tesla has opened high-level features to end users on a large scale and directly collects real usage data, rather than only operating Robotaxi in limited areas; this positions it as both the “largest holder of real test data” in the autonomous driving ecosystem and the “center of controversy over data statistical methods,” creating different risk and regulatory relationships compared to traditional automakers and Robotaxi operators like Waymo and Cruise.

Structurally, this round of promotion claiming “FSD is 420% safer than human driving” essentially belongs to a dual process of “technological substitution + rewriting pricing power”: technically, Tesla attempts to shift the main variable of road safety from “human driving behavior” to “algorithm and sensor combinations,” paving the way for future higher-level autonomous driving and Robotaxi commercialization; in terms of pricing power, if regulators and the market gradually accept the conclusion that “FSD is significantly safer,” insurance rates, vehicle prices, software subscription fees, and liability determinations will be rewritten accordingly, with automakers and algorithm suppliers gaining greater discourse power in the road safety and insurance economic structure, while human drivers gradually transition from core risk subjects to supervisors and backups of algorithms.

ABAB News · Law of Cognition

1. When automakers use algorithm safety data to benchmark human driving, the pricing power of road risks begins to shift from drivers to code.
2. If autonomous driving can truly reduce accident rates to one-fourth, the insurance and liability structure cannot possibly remain within the old framework.
3. Once safety data becomes a bargaining chip in regulatory negotiations, statistical methods and sample selection will become a new battleground for car companies.