MiniMax releases M3.1 Flash at 0.15 dollars per million tokens with benchmark scores matching DeepSeek. But a 93% hallucination rate makes enterprises hesitate. Cheap does not mean safe.
Language models are trained to produce text that resembles the data, not to be right. That is why a fabricated answer stays confident well past the next model.