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Paweł Huryn

@PawelHuryn · view on X ↗

AI PM | Deep research. I build, test, then teach. 130K+ subscribe → https://t.co/Tpe2QTFxY2

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Paweł Huryn@PawelHuryn

So I tested DeepSeek V4.1 Flash on real tasks. 2 repos, 105 hidden bugs, find and fix what you can. Opus 5 (max): 27 Grok 4.6 (max): 27 DeepSeek V4.1 Flash (max): 24 GPT-5.6 Luna (xhigh): 23 Opus 5 (...

Sep 10, 20267 tweets♥ 2.2KPaweł Huryn@PawelHuryn

So, I finally tested GPT-6 Astra. 2 real repos, 105 bugs, find and fix what you can. Max effort: GPT-6 Astra: 48/105 Fable 5.1: 43/105 GPT-5.6 Sol: 42/105 Gemini 3.8 Flash: 20/105 And it's crazy e...

SummaryTesting GPT-6 Astra on a bug-finding benchmark with 105 bugs across 2 real repositories, it found 48 bugs while being 2x faster and cheaper than competing models like GPT-5.6 Sol and Fable 5.1. The author recommends a hybrid routing approach using Astra for implementation work and Fable or Sol for code review, as each model has different strengths and blind spots.Sep 4, 20267 tweets♥ 2.5K