COMPARISON DESK

Compare runs without hiding the mismatches.

A faster number means little if the hardware, task set, or concurrency changed.

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Qwen3.6 NVFP4agent-benchmark · NVFP4Flash-Next Q3_K_XLagent-benchmark · Q3_K_XLFlash-Next IQ3_XXSquant-sensitivity · IQ3_XXS

ComparableWarning: Runtime differsWarning: Quant differsWarning: Reasoning effort differs

Run	Score	Decode	Runtime	Configuration	Evidence
Qwen3.6 NVFP4qwen36-nvfp4-agent-2026-08-28	7/9	61.5 tok/s	FreeToken	NVFP4 · 32,768 ctx · c1	Documented local result
Flash-Next Q3_K_XLflash-next-q3kxl-agent-2026-08-28	9/9	14.5 tok/s	llama.cpp	Q3_K_XL · 32,768 ctx · c1	Documented local result