Pitot Index · EV Automotive · Week 37 · 2026

EV Automotive

How the machines currently read electric vehicle automotive.

Every week, 10 electric vehicle automotive brands are put to the major AI systems and the answers are scored on the same instrument. This is the sector's standing reading — 66.0, band A — and what it means.

See the board ↓ All fourteen sectors →
PeriodWeek 37 · 2026
Brands tracked10
BandA
Spread5.0 pts
Series1 week
InstrumentARES-C 2.2
EV Automotive · category average · ARES-C composite 66.0 A — Week 37 · 2026 · 10 brands · rank 13 of 14

1 week · 2026-W37 → 2026-W37

EV Automotive · top 10Week 37 · 2026
  1. 1 BYD 75.7 AA
  2. 2 Tesla 72.4 AA
  3. 3 Hyundai 67.7 A
  4. 4 BMW 66.9 A
  5. 5 Mercedes-Benz 64.8 A
  6. 6 Kia 64.7 A
  7. 7 Audi 63.8 A
  8. 8 Volkswagen 62.1 A
  9. 9 Nissan 59.7 A
  10. 10 GM 58.8 A
The reading

What 66.0 means for ev automotive

A score is a position. The shape around it is the information.

A sector average tells you what the machines have settled on. The spread tells you whether anyone inside it is winning.

Band A · 55+
Recognised and broadly described without error, with real gaps in differentiation against the competitive set. That places the sector 13 of 14 sectors tracked, 5.6 points below the index average of 71.6.
Movement
This is the sector's first reading on the instrument; there is no prior week to move against. The series behind this page is 1 reading long, beginning 2026-W37 — too short yet for a trend to be separated from a week, which is why the sector is marked provisional.
Dispersion
A spread of 5.0 points across the tracked cohort is moderate. There is visible separation between the top and the middle of ev automotive, but no brand is running away with the category.
The sector

Why ev automotive reads this way

The instrument produces the figure. A person writes the reading.

Observation
Sector leader · Week 37 · 2026
BYD leads ev automotive at 75.7, band AA — 9.7 points clear of the category average. The full ranked board sits above; the fourteen-sector view is on the Pitot Index.
How this is measured
Readings are produced by ARES-C, a composite instrument that puts a fixed prompt set to ten frontier AI systems each week and scores the answers across five dimensions — authority, reputation, expertise visibility, signal consistency and context.
  • Same prompts, same cohort, same scoring, every week
  • Ten systems, so no single model's opinion carries the reading
  • Every sweep sealed and retained, so a figure can be traced back
See the methodology →
What this page does not claim

The honest limits, stated first.

  • This is perception, not performance. The figure describes how AI systems currently represent ev automotive. It is not a measure of revenue, quality, or standing with customers, and should never be read as one.
  • The cohort is defined, not exhaustive. 10 brands are tracked in this sector. A brand's absence from the cohort is a scoping decision, not a judgement.
  • A week is not a direction. Model providers update continuously and answers move for reasons that have nothing to do with a brand. Read the series; treat any single week with suspicion.
  • Aggregates conceal. A category average can hold steady while individual brands move sharply in opposite directions. The sector figure is the beginning of the question, not the answer.

An instrument that admits what it cannot see is the only kind whose readings can be relied on where it can.

Instrument ARES-C 2.2 · EV Automotive · Week 37 · 2026 · 10 brands
EV Automotive

A sector reading tells you where the category stands. It does not tell you where you stand in it.

A Signal Audit takes one brand through the same instrument at depth — every dimension, every model, with the evidence attached and the interpretation written by someone who has sat on your side of the table.

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