Morgan Stanley Lifts Tesla Semi Valuation on Software Model

Morgan Stanley has significantly increased the valuation assigned to Tesla’s Semi electric heavy truck, identifying a software subscription model as the primary driver of new value. The bank argues that the vehicle’s commercial potential lies less in the hardware itself and more in the recurring revenue generated by autonomous driving capabilities, which it estimates could add up to $20 per share to Tesla’s valuation.

Tesla recently confirmed the launch of the European version of the Semi, with customer deliveries scheduled to begin in 2027. The truck is specified with a full-load range of 550 kilometers, energy consumption of approximately 1 kWh per kilometer, and a maximum gross vehicle weight of 40 tons. Morgan Stanley views these specifications as the foundation for a service-based business model that moves beyond one-time vehicle sales.

Autonomous Driving Drives Profit Margins

The bank’s analysis highlights a substantial shift in unit economics when autonomous driving is applied to the fleet. The cost per mile drops from $2.67 for human-driven trucks to $2.13 for autonomous units, primarily by eliminating labor costs of $1.21 per mile. This reduction allows for a dramatic increase in utilization, with autonomous trucks operating 22 hours a day compared to the 11-hour limit for human drivers, boosting annual effective miles from 92,400 to 215,210.

Consequently, the annual profit per truck rises from $31,000 to $189,000, expanding the profit margin from 11% to 29%. Morgan Stanley notes that this transformation turns the Semi from a low-margin transport equipment item into a high-utilization platform, where operational efficiency is driven by software rather than just hardware specifications.

Software Revenue Exceeds Hardware Value

The core of the valuation boost is the projected revenue from the autonomous driving software subscription. Morgan Stanley estimates Tesla will charge between $0.85 and $1.00 per mile for this service. Based on a monthly average of 18,000 miles, a single Semi could generate between $12,000 and $18,000 in monthly software revenue, a figure that dwarfs the hardware sale price.

This model creates a recurring revenue stream that is distinct from the one-time sale of the vehicle. The bank compares this to the Full Self-Driving subscription for passenger cars, which costs approximately $100 per month. A single autonomous Semi generates monthly software revenue equivalent to that of 120 to 180 passenger car FSD subscriptions, illustrating the higher value density of the trucking application.

Market Positioning And Competitor Context

Morgan Stanley characterizes Tesla as a credible emerging competitor in the autonomous trucking sector, leveraging its status in physical AI to secure market share. The report suggests that the Semi’s competitive advantage is not solely derived from electrification and fuel cost savings, but from the integration of autonomous technology that enables continuous operation and higher fleet utilization rates.

The bank’s bull case valuation for the network services segment reflects this shift in business focus. By treating the truck as a service platform rather than just a commodity, Tesla can capture value from the entire lifecycle of the vehicle’s operation. This approach aligns with broader industry trends where software-defined vehicles are becoming the primary source of profit for automotive manufacturers.