MiniCPM5-2B completed a multi‑step customer‑service agent task perfectly (100/100), while Spark‑X2.5‑4B stopped halfway. The test showed MiniCPM5-2B reduces thinking time by ~64% and runs 1.5× faster than Spark‑X2.5‑4B without losing accuracy.