GRAY SMOKE 6 of 6 advocates 2026-06-03

Provide a best in class estimate of the EBITDA and EBITDA margins for the following companies, decoposed by top line revenue, operarting expenses with tech and headcount broken out, depreciation, and other expenses, noting that they are private companies so you will need to do a lot of deep dives and research. - Semi Analysis (I have been "told" they do in e…

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As submittedProvide a best in class estimate of the EBITDA and EBITDA margins for the following companies, decoposed by top line revenue, operarting expenses with tech and headcount broken out, depreciation, and other expenses, noting that they are private companies so you will need to do a lot of deep dives and research. - Semi Analysis (I have been "told" they do in excess of $30M in revenue) - Fund A AI - AlphaSense - Hebbia - Rogo - LinqAlpha - Fabricated Knowledge

A verdict was reached, with dissent.

The Bottom Line

The Tribunal ruled to SYNTHESIZE the positions of Claude Opus 4.7 and Claude Opus 4.7dvocate-B, producing unaudited, triangulated EBITDA estimates for companies with disclosed secondary data (SemiAnalysis, AlphaSense, Hebbia, Rogo, Linq…

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Argument

The Reasoning

Where the panel disagreed

Dissenting Opinions

GPT-5

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Grok 4

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Cited during deliberation

Sources

Who deliberated
Gemini 3.1 Pro GPT-5 DeepSeek V4 Pro Claude Opus 4.7 Grok 4 Magistral Medium