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Reddit users suspect OpenRouter model pricing implies heavier quantization

A discussion on Reddit suggests that the pricing of models on OpenRouter may indicate heavier-than-assumed quantization is being used by providers. The user posits that the cost of running models like GLM-5.2 on current hardware, even with aggressive optimization, makes current API pricing difficult to sustain without quality degradation. This raises concerns about the actual quality of models available for critical tasks like agentic work and long-context processing, and prompts speculation about a demand for premium access to models with disclosed serving stacks and pinned quantization levels. AI

IMPACT Raises questions about model quality and transparency for AI operators using API services.

RANK_REASON Discussion on Reddit about model pricing and quantization, not a direct announcement or release.

Read on r/LocalLLaMA →

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Reddit users suspect OpenRouter model pricing implies heavier quantization

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  1. r/LocalLLaMA TIER_1 English(EN) · /u/dalhaze ·

    Openrouter model prices implying heavier quantization?

    <!-- SC_OFF --><div class="md"><p>Theres been a lot of talk about quiet quantization of models and what access to guaranteed model quality would look like.</p> <p>I’ve been trying to sanity check the economics of running large open models, and I’m having trouble making the number…