Deedy: model companies pay benchmark firms to pre-test models — price is the only honest signal

deedydas · x · 2026-10-01

Investor Deedy claims most if not all model companies pay benchmark companies to test their models — including multiple pre-launch versions — and that's how benchmarking firms make money.

He adds that in "late-stage AI model capitalism," frontier models must win benchmarks to launch, so those numbers mean nothing. The only signal to trust is price: if a model is priced high, it's good; if not, it's benchmaxxed.

Related event: Investor Deedy Says AI Benchmarks Are Gamed—Trust Pricing Instead(5 posts)→

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