Companies Grapple With Soaring AI Token Costs as Usage Surges Across Industries

Executive Briefing

• Reveals 8x8 saved $5M annually by replacing software subscriptions with Claude, keeping AI costs net positive
• Shows token mentions on earnings calls tripled year-over-year, with ~300 companies flagging concerns in April-May 2025
• Highlights Baseball Lifestyle 101 directing managers to spend 20% of salary monthly on AI tokens, targeting $100K/month
• Indicates 8x8 considering access restrictions on costlier Claude Opus 4.8, which runs 1.7x pricier than February's model
• Finds companies building monitoring systems to route prompts to lowest-cost models as tokenomics becomes C-suite priority