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HEAD-TO-HEAD FRONTIER BENCHMARK DUEL · UPDATED NOVEMBER 4, 2026
Gemini 3.8 Flash vs. Muse Spark Open / Llama 4.2
Quick Verdict: Route autonomous coding to Gemini 3.8 Flash (77.4% SWE-bench Verified), hard scientific reasoning to Gemini 3.8 Flash (89.6% GPQA Diamond), and high-volume cost-sensitive workloads to Gemini 3.8 Flash.
Gemini 3.8 Flash (Google DeepMind)
89.2 pt
SWE: 77.4% · GPQA: 89.6% · $0.30/1M · Adopt High-SpeedMuse Spark Open / Llama 4.2 (Meta (Open))
86.4 pt
SWE: 74.8% · GPQA: 89.4% · $0.35/1M · Mid-Cycle (57%)