Hermes x GLM5.2 x Pokémon i asked GLM5.2 to one-shot a playable Pokemon game via Hermes (using /goal) it generated everything, including the assets and the sprites. Cost: ~110k tokens / ~$0.5 The game visuals could be improved but the results are satisfying considering the speed and the cost. With more back and forth, an improved and more complete version could be reached very quickly.

Ornith 1.0 32B🦜 vs GLM5.2 🐲 i ran Ornith 1.0 32B locally on my Mac M2 Max (~60 tok/s) against GLM-5.2 on the same 5 animation tasks: - burning paper - paper slice - bubble wrap - zipper opening - mechanical watch as expected GLM-5.2 wins on quality, but Ornith is surprisingly competitive for a model running entirely on-device. the gap is smaller than I expected

Artificial Analysis currently ranks Nebius first among 12 providers for GLM‑5.3‑Flash on: ⚡ Output speed: ~290 tokens/second ⏱️ End-to-end response time: ~9.1 seconds A good reminder that choosing the model is only half the job. The inference stack determines the experience users actually get. See the full comparison:

Astra's opinion after evals of proposed cost+time-saving subagent candidates (Grok 4.6, GLM5.3-Flash, DeepSeeks, Luna, omen-alpha). Evals mostly based on recent projects, including this very brokerage plugin. Too easy, but interesting MVP. V4-Flash is still fast and good.

I'm canceling Claude and upgrading @AskVenice to Max. For the past two weeks, I reverted to Opus 4.8 from @AnthropicAI after using @Zai_org 's GLM5.1 through Venice for a month and a half. My motivation was simple: make the most of a subscription I'm already paying for. Well my money will be better spent on Venice. Yes GLM is slower but Opus is so retarded and sloppy while being dystopian privacy raping. Now that 5.2 is out, it's a no brainer.

My mind is blown 🤯! Loading AI weights on the M5 Ultra is FAST! It's over 20 times faster than my Spark cluster. When trying new recipes, the hard part is making the change then needing 12 minutes to reload. Or even in every day usage, you pick the best overall model and are kind of "stuck" with it because it takes so long to load. If you want to do something different like image generation, you have to spend 12 minutes waiting to trade out the models. The M5 Ultra loads 177GB of GLM5.3 in 25 seconds. WOW.

GLM-5.3 is coming. Built to Code. Ready for Cyber Defense. We’re also launching “GLM Enterprise 100 ”program for Fortune Global 500 and leading enterprises with FDE support, stronger enterprise control, and a fast path to production. If your organization is ready to build with GLM5.3, contact us enterprise@z.ai

Meet AutoClaw—an AI agent for Work from Give it a complex goal, and it gets to work—planning the path, using tools, working across files, coordinating multiple agents, and verifying the result. From research and analysis to presentations, design projects, and recurring workflows, AutoClaw turns ideas and scattered inputs into finished work you can actually use. Use our frontier model GLM‑5.2, or connect your preferred models via API. Give AutoClaw a goal. Get the work delivered.