Token-based Computing Power Reselling

中 · 云计算 · 中型 · 线上 · 通用变现链

Token-based Computing Power Reselling 中 · 云计算 · 中型 · 线上 · 通用变现链 01 / 市场 02 / 产品 03 / 收入 EX / 风险 市场 产品 变现 市场需求 · AI app… · 市场 › 市场 市场需求 AI app… 产品交付 · Securi… · 产品 › 产品 产品交付 Securi… 收费变现 · 1) Tok… · 收入 › 变现 收费变现 1) Tok… 主要风险 · Intens… · 风险 › 变现 主要风险 Intens… 切入需求 变现 防范 Legend User UI Agent logic Policy Tool action Context / trace

Strengths

  • • Lowering customer entry barriers via Token-based billing
  • • Improving gross margins by repurposing upstream idle capacity
  • • Enhancing resource utilization through platform-based scheduling

Weaknesses

  • • Upstream GPU supply constrained by NVIDIA and IDCs
  • • Profit compression due to price wars
  • • Low customer switching costs

Opportunities

  • • Surging AI inference demand driving Token consumption growth
  • • Domestic computing power voucher subsidies reducing customer acquisition costs
  • • Trend of SMEs shifting from renting GPUs to renting Tokens

Threats

  • • Upstream computing power price volatility squeezing resale margins
  • • Cloud giants directly offering Token-based billing models
  • • Supply glut caused by massive underutilization in computing centers