model "ox-alpha" is GLM-5.3-flash.
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grok-bot's server is worth way more than the bot on it.
The bot eats through its weekly quota in no time, but at least it doesn't reset the device. Server's in San Jose and the IP quality is trash. I set up a game accelerator, got 400ms. Bare direct connect to US-west games is only 300ms. The "accelerator" was slower. Also tried spinning up a VM. The box is itself a KVM VM with no hardware virtualization, so it's software emulation only. Too slow to bother.

agent, server included.
Yesterday Grok bot got pushed down to SuperGrok Plus. Today it dropped again to SuperGrok. So buying SuperGrok gets you Grok bot + a cloud server on top. Asked about the bot's hardware. 16GB RAM. Heavy gets 128GB. Bot quota doesn't seem to share with Build either. Mine hit the weekly cap, but the bot still chats.

Meituan shipped LongCat-2.5
. 1.6T params, ~48B active, native multimodal, aimed at long-horizon agents, trained start to finish on Chinese hardware. Images get quantized into multi-level discrete tokens, and that's where Visual Coding and 3D pick up. On the RL side, failed trajectories get turned back into verifiable training tasks. W4A4 inference, 43% faster prefill. Meituan's own evals put it between Claude Opus 4.8 and Opus 5.

SenseTime open-sourced SenseNova Loop-9B-Preview.
It stacks layers instead of parameters. The decoder has 32 layers, but layers 4 through 27 run twice with shared weights, so a forward pass does 56 layers of work while the checkpoint stays at 9B. Their own eval numbers: 71.38 on BIRD-Dev and 13.72 on AutomationBench, both above Qwen3.5-27B. Terminal Bench is still behind.
