Bridgewater shows a fine tuned open model beats GPT and Claude on finance tasks at a fraction of the cost

Frontier models scored around 50 percent on financial document evaluation with basic prompts, below the 80 percent trust bar, while a fine tuned Qwen3 235B reached 84.7 percent at 14 times lower cost. Proprietary data plus tuning can outperform general commercial models.