Tesla
Scores out of 100 · Ranks within the 50-company cohort
Target date 2026-09-18
Target date 2027-09-18
Target date 2030-09-18
Our power thesis
We forecast stronger physical Interface power through vehicles and robotics, supported by compute and energy storage. Optimus remains an execution-dependent forecast rather than assumed mass deployment. Tesla is separate from SpaceX.
Four Forces breakdown
Each force uses the same fixed 0–100 scale. The strongest force and breadth of control determine the Power Score.
| Force | 2026 | 2027 | 2030 |
|---|---|---|---|
| Compute | 65 | 70 | 80 |
| Interface | 75 | 80 | 90 |
| Alignment | 50 | 55 | 65 |
| Energy | 55 | 60 | 70 |
Our forecast
Across our 2026–2030 view, the Power Score rises from 68.1 to 83.1; the rank moves from #17 to #14.
Compute 65 → 80; Interface 75 → 90; Alignment 50 → 65; Energy 55 → 70.
The thesis above explains our call. Rank can fall even when power grows if other companies gain faster.
What would change our mind
Autonomy and robotics fail to scale operationally, or deployments require substantially more human supervision.
Research behind the judgment
Tesla describes custom inference chips, fleet-based neural networks, evaluation infrastructure, and an Optimus development program.
- Tesla AI and RoboticsCurrent company material · Accessed 2026-09-18
Sources inform the factual premises. Force scores, ranks, and forecasts are exmxc’s judgments as of this edition.