Kimi K3.1 Pro 实测：部分任务与 Gemini 4 Argon 互有胜负
测评者称 Kimi K3.1 Pro 质量大幅提升、幻觉更少，速度约 40–50 tokens/s，整体水平接近 Gemini 4 Argon，两者在不同任务上各有优势。
okay, first thoughts on Kimi K3.1 Pro after testing it. it's actually pretty damn good ngl. massive improvement over the older generation, hallucinates a lot less too. I'm getting around 40-50 tokens/sec, which isn't particularly fast, but in my tests it seems to use fewer tokens to finish tasks now, so the overall completion time is better. quality wise, it's way ahead of DeepSeek V4.1 Flash 1017, although quite a bit more expensive. it straight up mogs GPT 6.1 Sol 😭 I'd put it somewhere around Gemini 4 Argon. Some tasks Argon does better, others Kimi wins. genuinely can't decide between the two yet. my current picks: → Opus 5.5 is still KING if you're using subscriptions. → DeepSeek V4.1 Flash 1017 is KING for cheap API usage. → Kimi K3.1 Pro is my new KING if you want high quality through an API without paying for a subscription. and now we wait for Fable 5.5, hopefully in the next few days. Anthropic might just take that crown back again 😭
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