Will OpenAI's disclosed ARR remain below $20B at any point during 2026? | Crene

Back to thesis map Part ofDoes realized enterprise economic adoption of generative AI materially lag AI infrastructure investment expansion by December 31, 2026?

Current eventUnit economics & pricing

Will OpenAI's disclosed ARR remain below $20B at any point during 2026?

LiveResolves Dec 31, 2026

Current view

39%

Current 4 model consensus

Movement

Recent consensus movement

Model disagreement

75pt

Range across the model set

Evidence

Diverging

The evidence is sharply disputed

Thesis map

What is carrying or resisting the view?

Start with the map. Select a mechanism or condition to see what supports the thesis, what resists it, and where disagreement deserves review.

What changed

No decision-relevant findings are available yet.

Review record

Weekly freezes, daily history, and the map version preserved with the record.

Why the view is fragile

75pt model spread around 39% consensus. Open the full disagreement instrument only when you need the model-level reasoning.

Model disagreement

Model spread

75pt

12% to 87%

Consensus

39%

4 models

Evidence state

Diverging

Models sharply disagree

Most divergent

Claude

+48pt from consensus

Disagreement synthesis

The models share a central case but assign different weight to the evidence.

Grok anchors the lower end at 12%, while Claude anchors the upper end at 87%. Consensus sits at 39%, leaving a 75 point range for review.

Primary review question

Not specified

Shared probability axis

Range 12% to 87%

Consensus 39%

Grok 12

GPT-4o 30

Gemini 30

Claude 87

0255075100

ModelForecastVs consensusDivergenceReasoning signal

Model reasoning

Select a model to inspect

Reasoning

If OpenAI maintained even moderated growth from its $3.4B ARR baseline in early

Key uncertainty

Not specified

Deep dive

Full decomposition, component audit, trajectory, and detailed analytical views.

Deep dive

Detailed evidence, audit, and history views.

Open only what you need

Belief trajectoryConsensus 39% · 75pt spread

Belief trajectory0 updates

Belief trajectory

Consensus—

Spread—

Confidence—

Δ Consensus—

Loading belief trajectory…

Resolution & provenance

Resolution sources, record policy, cadence, and permanent record metadata.

Resolution and provenance

How the thesis resolves and how its record is maintained.

Permanent record

Resolution sources

OpenAI investor updatespublic disclosurescredible press reporting

Record ID

CRENE-AIER-C002-20261231

Record policy

Append only

Freeze cadence

Thursdays

Generated

Jul 8, 2026

Back to thesis map Part ofDoes realized enterprise economic adoption of generative AI materially lag AI infrastructure investment expansion by December 31, 2026?

Current eventUnit economics & pricing

Will OpenAI's disclosed ARR remain below $20B at any point during 2026?

LiveResolves Dec 31, 2026

Current view

39%

Current 4 model consensus

Movement

Recent consensus movement

Model disagreement

75pt

Range across the model set

Evidence

Diverging

The evidence is sharply disputed

Thesis map

What is carrying or resisting the view?

Start with the map. Select a mechanism or condition to see what supports the thesis, what resists it, and where disagreement deserves review.

What changed

No decision-relevant findings are available yet.

Review record

Weekly freezes, daily history, and the map version preserved with the record.

Why the view is fragile

75pt model spread around 39% consensus. Open the full disagreement instrument only when you need the model-level reasoning.

Model disagreement

Model spread

75pt

12% to 87%

Consensus

39%

4 models

Evidence state

Diverging

Models sharply disagree

Most divergent

Claude

+48pt from consensus

Disagreement synthesis

The models share a central case but assign different weight to the evidence.

Grok anchors the lower end at 12%, while Claude anchors the upper end at 87%. Consensus sits at 39%, leaving a 75 point range for review.

Primary review question

Not specified

Shared probability axis

Range 12% to 87%

Consensus 39%

Grok 12

GPT-4o 30

Gemini 30

Claude 87

0255075100

ModelForecastVs consensusDivergenceReasoning signal

Model reasoning

Select a model to inspect

Reasoning

If OpenAI maintained even moderated growth from its $3.4B ARR baseline in early

Key uncertainty

Not specified

Deep dive

Full decomposition, component audit, trajectory, and detailed analytical views.

Deep dive

Detailed evidence, audit, and history views.

Open only what you need

Belief trajectoryConsensus 39% · 75pt spread

Belief trajectory0 updates

Belief trajectory

Consensus—

Spread—

Confidence—

Δ Consensus—

Loading belief trajectory…

Resolution & provenance

Resolution sources, record policy, cadence, and permanent record metadata.

Resolution and provenance

How the thesis resolves and how its record is maintained.

Permanent record

Resolution sources

OpenAI investor updatespublic disclosurescredible press reporting

Record ID

CRENE-AIER-C002-20261231

Record policy

Append only

Freeze cadence

Thursdays

Generated

Jul 8, 2026