Unverified50% confidenceFactExact time
The economic basis of model orchestration is that the price per million tokens can differ by more than an order of magnitude between models, while most coding requests do not require top-tier reasoning capability.
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10/31/2026
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Unverified并非所有业务场景都需要百亿参数的大模型，小模型往往是成本可控、响应更快的优选方案75% similarVerifiedIn large model inference, the stronger the model capability (more parameters, deeper reasoning), the higher the marginal cost, which stands in contrast to the cost structure of traditional software development where copying is essentially free.74% similarVerifiedTop-tier models employ techniques such as chain-of-thought or extended reasoning, generating a large number of intermediate tokens during inference, causing per-call token consumption to be several times that of ordinary models.72% similarUnverifiedFor models with tens of billions of parameters, the memory footprint of intermediate activations is often comparable to or even greater than that of the model weights themselves72% similarUnverified大模型每生成一个token所消耗的算力开销是固定值，与任务难度无关71% similar
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