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Tesla·US·FSD stack

Tesla FSD (Supervised).

Vision-only L2 driver-assist on HW4; 8.4B+ cumulative fleet miles as of early 2026.

Commercial

Certification: SAE Level 2 (NHTSA); requires active driver supervision per Tesla support page; no L3+ regulatory approval

Verified 2026-06-17

Sensor coverage

Sensor layer toggles
FWD ▲Tesla FSD (Supervised)

8 external cameras (HW4 vehicles; HW3 had 9); vision-only — no radar or lidar in production FSD stack.

Sourced metrics

SAE Autonomy Level
L2
Cumulative autonomous miles (millions)
8B mi

Technical subsystems

  • perception

    8 external cameras (HW4 vehicles; HW3 had 9); vision-only — no radar or lidar in production FSD stack.

  • compute

    Hardware 4.0 (AI4): dual Tesla FSD chips with redundant neural-network accelerators; ~144 TOPS combined; earlier teardown estimate 121.7 TOPS.

  • planning

    End-to-end neural network trained on fleet video; no HD-map dependence; occupancy-network world representation.

Roadmap

TODAY2026-06-192026 Q2Cybercab volume production start at Giga TexasSlipped2026-06Austin robotaxi service launch (Model Y, driverless)Achieved2027Broader Cybercab commercial deployment pending state…Planned
AchievedOn trackSlippedPlannedCanceled