Acquinox Capital says voluntary AI “pacing” shifts frontier-lab investment case to enterprise adoption and margins
QQQ•Acquinox Capital says voluntary limits on frontier AI development could shift the investment case toward enterprise adoption, retention, API volume and margins. It cited token prices of $0.10 per million input tokens for OpenAI’s GPT-6 Luna and $0.1954 for DeepSeek V4-Pro, and valuations of $965 billion for Anthropic and $852 billion for OpenAI.
1. Investment case shifts
Acquinox Capital analysis said voluntary “pacing” of frontier AI could prompt valuation resets across the AI value chain. With capability gains slowing, it said the bull case shifts toward enterprise adoption, retention, API volume growth and gross margin per token.
2. Pricing and compute
The analysis cited OpenAI’s GPT-6 Luna at $0.10 per million input tokens, compared with DeepSeek V4-Pro at $0.1954. It said price competition is intensifying and compute demand may rotate from training to inference, putting pressure on chipmakers tied to escalating training-run cadence.
3. IPO underwriting risk
Acquinox said pacing adds cost and may delay launches, increasing IPO underwriting risk. It cited valuations of $965 billion for Anthropic and $852 billion for OpenAI.
