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Companies

AI Stack control

3 companies ranked by AI stack control score.
Recorded Oct 25, 2026How this board is measuredCSV / JSON

78.6

Amazon ranks first

AI stack control score

3

Companies ranked

Oct 25

Snapshot recorded

2026

Follow changes

7 checks behind each row · 85% confidence across rows.

AI Stack control current rankings
RankNameAI stack control scoreWhy
01Amazon78.6This rank
02Apple57.1Showing
03NVIDIA57.1This rank

Why this rank

Apple on AI Stack Control

Some explanation inputs are unavailable. Not published: the evidence frozen with this snapshot.

Compares reviewed company capabilities across seven AI-stack layers using only frozen first-party evidence.

2

Rank on this board

57.143

Score

7

Inputs behind the score

85% confidence · 7 of 7 components evidenced

What the score is built from

7 of 7 evidenced

Every component evidenced · 1 evidence record each

Components of Apple's score
ComponentContribution
Capability consumer distribution14.286
Capability data centers7.143
Capability designs silicon14.286
Capability fabricates silicon0
Capability frontier models14.286
Capability GPU cloud0
Capability open weights7.143

Unchanged since the previous snapshot

No change in rank

No component moved since the previous snapshot.

Where each number comes from

7 public records
  • Has consumer distributionCapability consumer distribution · observed Jul 21, 2026, 12:00 AM UTCyes85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}

    Quality flags: provenance_locator_missing

    Open the source
  • Operates data centersCapability data centers · observed Jul 21, 2026, 12:00 AM UTCpartial85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}
    Open the source
  • Designs siliconCapability designs silicon · observed Jul 21, 2026, 12:00 AM UTCyes85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}
    Open the source
  • Fabricates siliconCapability fabricates silicon · observed Jul 21, 2026, 12:00 AM UTCno85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}
    Open the source
  • Produces frontier modelsCapability frontier models · observed Jul 21, 2026, 12:00 AM UTCyes85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}

    Quality flags: provenance_locator_missing

    Open the source
  • Operates a public GPU cloudCapability GPU cloud · observed Jul 21, 2026, 12:00 AM UTCno85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}
    Open the source
  • Publishes open model weightsCapability open weights · observed Jul 21, 2026, 12:00 AM UTCpartial85% confidence
    Source
    Verified Company Investor Relations
    Grade
    B
    Freshness
    unknown
    Locator
    {}

    Quality flags: provenance_locator_missing

    Open the source
AI stack control methodology, version 121 observations · 1 source · quality passed
Snapshot
6cbe1955-1fd4-485d-abb2-9ccc3a033353
Data hash
80177265ce9bd377d32f3f7b017162685d11425281ebd738c9e51dee00b63785
Method hash
6c84cae8e450197ed06213c35206765cf90af1bcd92d5605375d8bc577107926

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