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In production environments, inference costs are typically far higher than the amortized cumulative cost of training, especially in high-concurrency consumer-facing scenarios.
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10/12/2026
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UnverifiedInference costs are continuously rising relative to training costs, because training is a one-time cost while inference is executed repeatedly.76% similarUnverified训练成本与推理成本是完全不同的两本账，训练属于资本支出，推理属于运营支出74% similarUnverifiedReasoning models are extremely costly to train, typically requiring a combination of large-scale reinforcement learning and carefully designed reward models to acquire the capability.74% similar
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