Consistency test: Kimi K3.1 Pro passes 45% of VIALS tasks on all 3 tries vs 63% for GPT-6 Astra

ArtificialAnlys · x · 2026-11-07

Artificial Analysis highlights that solving a task once doesn't mean consistent performance. On VIALS, Kimi K3.1 Pro answers 119 of 161 tasks correctly at least once across three attempts vs 118 for GPT-6 Astra — nearly a tie. But requiring all three attempts to succeed: Kimi passes 73 (45%) while Astra passes 101 (63%). Consistency, not one-off success, is what separates frontier models.

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