Cryptocurrency Pricing Plunges as AI Inference Volumes Soar

The AI inference market is witnessing a significant shift in pricing dynamics, with token prices plummeting by over 50% while transaction volumes surge. According to ARK Invest's analysis, OpenAI led the charge in July 2026, slashing the price of GPT-5.6 Terra by 20% and GPT-5.6 Luna by a whopping 80%. This move was likely prompted by pressure from Anthropic, which has been pushing for cost efficiency.

Other players like xAI have entered the market with aggressive pricing strategies, offering input tokens at $2 and output tokens at $6. As a result, token prices have dropped from $2.07 to $1.02 per million tokens. However, ARK Invest's research reveals that transaction volumes have increased dramatically, with some use cases seeing up to a 10x growth.

ARK attributes this volume growth to agent-driven workflows, which become economically viable as the cost of calling an AI model decreases. To offset margin compression, OpenAI and other firms need to demonstrate that volume growth can compensate for reduced prices. If successful, declining AI economics may drive wider adoption and more versatile applications.