Apparently GLM 5.2 is 753B parameters [1], what kind of hardware are people using to run this locally? [1] https://huggingface.co/zai-org/GLM-5.2
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GLM 5.2 beats Claude in our benchmarks
271–280 of 559 posts
Re: GLM 5.2 beats Claude in our benchmarks
#272Earlier quoted context omitted.
GLM 5.2 is a great model, but if you only want to use the best model available, it isn't there yet. Every lab releases models that memorize benchmark answers, both intentionally and unintentionally. But we consistently find that models from Chinese labs have a wider gap between public benchmarks and our evaluations, which we designed to be less vulnerable to benchmaxxing. In multi-agent coding environments, GLM 5.2 i…
> but if you only want to use the best model available, it isn't there yet I'm trying to wrap my head around exactly why so may people seem to want the best model available when it has recently become clear that most halfway decent models can write damn good code for a fraction of the price. And the frontier models get nerfed constantly so you with open weight you can get something slightly less performant but way mo…
What is your favorite harness for the open weights?
Re: GLM 5.2 beats Claude in our benchmarks
#273I have taken another look on these open models after the fiasco of Fable and GPT 5.6 this weekend and... GLM-5.2 truly is a good workhorse model for daily programming. I consider myself a heavy user of LLMs and a seasoned developer. A typical session for me with GPT is usually over a hundred dollars... This weekend I programmed a matrix bot with encryption and a Rust agent with some tools. Because I need one and Open…
I am seeing extremely positive results with Elixir too. Previously I was on Deepseek (deepseek-v4-pro) and GLM5.2 outperforms Deepseek easily. It's been a month since I used any native Claude models (simply because of pricing) but then, GLM5.2 is running for me at $20/day in usage on OpenRouter for GLM5.2. I am not sure if I've misconfigured Claude code or if this is indeed normal usage pricing. But, the output more than makes up for it. However, using Deepseek v4 pro directly from deepseek.com using their discounted pricing is insanely cost efficient. I topped up $10 a month and a half ago and I'm still yet to use up all the money in my account. Here's hoping that SOTA models become even cheaper!
Re: GLM 5.2 beats Claude in our benchmarks
#274Genuinely curious. Say GLM 5.2 is better than Opus. But how does one go about using it by themselves?
Re: GLM 5.2 beats Claude in our benchmarks
#275But… what effort level? “Opus 4.8” is a massive capability range. If you just ran it on medium that is a completely different result than vs. max.
Re: GLM 5.2 beats Claude in our benchmarks
#276I have taken another look on these open models after the fiasco of Fable and GPT 5.6 this weekend and... GLM-5.2 truly is a good workhorse model for daily programming. I consider myself a heavy user of LLMs and a seasoned developer. A typical session for me with GPT is usually over a hundred dollars... This weekend I programmed a matrix bot with encryption and a Rust agent with some tools. Because I need one and Open…
GLM 5.2 is a great model, but if you only want to use the best model available, it isn't there yet. Every lab releases models that memorize benchmark answers, both intentionally and unintentionally. But we consistently find that models from Chinese labs have a wider gap between public benchmarks and our evaluations, which we designed to be less vulnerable to benchmaxxing. In multi-agent coding environments, GLM 5.2 i…
What is the methodology of your benchmark?
On the contrary, I personally think these broader benchmarks are meaningless. I think personalized benchmarks are the way to go. They should answer "How does this model perform for MY use-case?" rather than trying to answer "How does this model perform across all coding environments?"
Case in point: I use Elixir which is not as popular as Python, is always a hit or miss with most SOTA models at the top of these benchmarks. Whereas, the ones in the middle of the benchmarks (like the GLM) almost always outperform even SOTA models from Google / Anthropic. However, this is relevant only for my use case and I wouldn't just advocate a model for everyone based off my use-case alone.
Re: GLM 5.2 beats Claude in our benchmarks
#277I have taken another look on these open models after the fiasco of Fable and GPT 5.6 this weekend and... GLM-5.2 truly is a good workhorse model for daily programming. I consider myself a heavy user of LLMs and a seasoned developer. A typical session for me with GPT is usually over a hundred dollars... This weekend I programmed a matrix bot with encryption and a Rust agent with some tools. Because I need one and Open…
Im really curious about this. Why pay API pricing? I burn 1000s of dollars a month of api according to claude usage but only pay the $100 subscription
And codex is even more subsidized. It's an absurdly good deal.
Re: GLM 5.2 beats Claude in our benchmarks
#278I added GLM 5.2 to my security bug hunting benchmark when it came out, and found it to be a good performer, but not the best open model. The benchmark tests whether models can find bugs Mythos found. The best open models in the initial benchmark were DeepSeek V4 Pro or MiMo 2.5 Pro. But it turned out MiMo got lucky, it's performed worse on almost every test I've done since, while DeepSeek has consistently been among…
Aren't you the Webmin guy?
Re: GLM 5.2 beats Claude in our benchmarks
#279Earlier quoted context omitted.
> but if you only want to use the best model available, it isn't there yet I'm trying to wrap my head around exactly why so may people seem to want the best model available when it has recently become clear that most halfway decent models can write damn good code for a fraction of the price. And the frontier models get nerfed constantly so you with open weight you can get something slightly less performant but way mo…
What is your favorite harness for the open weights?
pi-mono
Re: GLM 5.2 beats Claude in our benchmarks
#280Earlier quoted context omitted.
Why Deepseek v4 flash is better than pro in your benchmarks?
I have also found deepseek flash beat pro in some of my own internal evals for tasklet.ai it’s really surprising and I don’t understand it
maybe they distilled claude for the flash version and not for the other hence better tool use and programming benchmarks