
How come artificialanalysis.ai ranks Gemma4 above Qwen3.6 27b in SciCode
Just came across this coding benchmark: SciCode
Artificialanalysis.ai reports a ranking which contradicts the feeling we've towards those models in real life coding.
Is Gemma 4 really that good, or a benchmarking issue?
EDIT: The contribution of this benchmark to the Intelligence index of artificialanalysis.ai:
Full Intelligence Index v4.1 weights:
GDPval-AA v2: 20% Terminal-Bench 2.1: 16% τ³-Bench Banking: 14% Humanity's Last Exam: 12% AA-Omniscience Accuracy: 8% SciCode: 8% GPQA: 6% AA-LCR: 6% CritPt: 6% AA-Omniscience Non-Hallucination: 4%
Source: https://artificialanalysis.ai/articles/artificial-analysis-intelligence-index-v4-1