Woofun AI data shows that internal Big Model Token expenditure now constitutes 30% of total employee compensation, with core contributors consuming over 1 trillion Tokens monthly. While Opus 4.7 lists at $5 per million input Tokens, high efficiency ratios have reduced the actual blended cost to $0.99 per million.

Software optimizations including wideEP and MTP increased DeepSeek R1 throughput on B300 GPUs from 1000 to 14000 tokens/second, a 14x improvement. Hardware upgrades to GB300 NVL72 deliver 17 times the throughput of H100 units, supporting projections that Token prices will decline significantly by 2027.