DigestOps
Archived signal · AI Video
Ronin@DeRonin_x

87% cost cut with 4% quality loss by swapping to Chinese AI models

  • Replaced Opus 4.8 with Kimi K2.7 for reasoning, achieving 11x cheaper price with ~8% benchmark gap.
  • Swapped GPT-5.5 to Qwen 3.7 Max for code generation, 7x cheaper with ~18% benchmark gap.
  • For video generation, replaced Sora 2 with Kling 3.0 at 6x cheaper with roughly equal quality.
how to reproduce · Identify each task category (reasoning, code, agent loops, bulk, image, video). For each, select a Chinese model that benchmarks within ~18% of the original while being 5-12x cheaper. Run for 30 days, measure cost and output quality, then compare revenue.
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This signal is part of the DigestOps evidence archive. The living answers built on evidence like this are at AI Video; agents can query it as JSON at /api/v1/cards/75 or over MCP.

87% cost cut with 4% quality loss by swapping to Chinese AI models · DigestOps