Meta-System’s move this time is redefining the ceiling for API plug-ins—Gemini 3.0 Flash+ scores 10 points to overtake its own Pro; extracting knowledge purely from experience is even more satisfying than fine-tuning.

Poetiq's six-member team’s Meta-System set the highest score on LiveCodeBench Pro.This pure API plugin improves itself through recursive self-improvement to extract task experience, without touching weights or fine-tuning, significantly enhancing weak models. After integration, KimiK2.6 rose from 50.0% to 79.9%, Gemini3.0 Flash increased by 10 points, even surpassing Gemini3.1 Pro, Claude Opus4.7, GPT5.2 High. GPT5.5 High reached 93.9% through the plugin, Gemini3.1 Pro paired at 90.9%, surpassing Gemini3 Deep Think. Enterprises can improve reasoning capabilities without costly fine-tuning.