Kimi K3.1 Pro nearly matches Opus 5.5 performance on Terminal-Bench 4.0 at *half* the cost.
Moonshot also removed cyber data from mid-training and RL to deliberately reduce performance on exploit tasks by ~10%, while everything else, including coding, kept improving.
Holy shit: Kimi k3.1 pro is on par or even outperforms Opus 5.5 and GPT-6 astra on key benchmarks!!
They just announced K3.1 Pro, a 2.8T-parameter multimodal model with a 1M-token context window that it claims rivals leading proprietary models in coding and agent tasks, with open weights promised by November 4.
China is back!!
How to direct a video using video gen or just code ?
Here is a article deep dive with visuals we found in our research when developing skills for QuorX Ai harness
https://t.co/onNBoP8AMZ
Using a brand new chat every single time makes it almost impossible to get close to this. Just my take—but I've hit that wall hard when I stuck to the same chat or ran multiple agents on high Opus.
When I ran multiple agents in separate new chats on medium though? More usage, roughly the same results, way more work done.
Hmm seems like @grok 4.6 Extra High now have 500k context length option in grok build
Nothing big deal but this model is really good at overall task due to low hallucination and moderate token use for its time